SlideShare a Scribd company logo
Building Value
- Understanding the TCO and ROI of
Apache Kafka & Confluent
Lyndon Hedderly, Customer Solutions Director
Agenda
2
01
What do we mean by business
value & why measure it?
02
How to measure business value
An example - Why Kafka / Why Event
Streaming?
03
How to measure the value of
Confluent
- Confluent Platform
- Confluent Cloud
04
Lessons learned & common
questions
05
Discussion 12:00 - 12:30
Understanding the TCO and ROI of Apache Kafka & Confluent
What do we mean by
business value?
Operational
Efficiencies
(cost savings /
Risk Mitigation)
Increasing
Revenue
(e.g. improving
customer Experience)
New Business Models
(new revenue)
5
The Main Business Value Categories
Why measure business
value?
...Is the Investment the right one? Will it deliver
the best return? How do we prioritise initiatives?
...Most importantly, organizations want to know
value measurements in order to ensure they are
delivered.
● Everest Group - 73%of enterprises digital transformation efforts
failed to provide any business value.
● McKinsey - 70%of digital transformation initiatives fail to reach their
stated goals, equating to over $900 billion worth of enterprise
spend.
● IDC - $256 billion spent on digital initiatives across Europe, only
26%delivered an ROI. 7
How to measure business
value?
- Apache Kafka® / event streaming
$21 M in 2018 $80 M in 2007
Confluents Approach to Measuring Business
Value
10
As-Is (Current) State
+ Negative
Consequences
(3 yr costs)
Desired Solution
3 yr costs
+ Project Costs
- Top-line business
Benefits
- Bottom-line Savings
= Net Benefit
Non-Financial Impact &
Analysis: Incl. Scenarios,
Sensitivities & Risks
Proof-Points /
Case Studies
Metrics
(definition of success)
5. Proof-Points4. Soft Benefits3. $ Benefits2. Target State1. Baseline
Example - ROI for major Bank
3 yr Net benefit: > $13M
As-Is (Current) State
+ Negative
Consequences
(3 yr costs)
Desired Solution
3 yr costs
+ Project Costs
- Top-line business
Benefits
- Bottom-line Savings
= Net Benefit
Non-Financial Impact &
Analysis: Incl. Scenarios,
Sensitivities & Risks
Proof-Points /
Case Studies
Metrics
(definition of success)
5. Proof-Points4. Soft Benefits3. $ Benefits2. Target State1. Baseline
Current State Summary
Mainframe
API Calls
API Calls on Mainframe - costs.
$10.32M / yr
Mainframe Costs
+ Failure Costs
$1.56M / yr
Cost of Failures
● Additional considerations with current state - Risk:
○ platform instability,
○ additional processing loads,
○ capacity issues,
○ security controls.
API Call Type Details $ Cost / pcm $ Cost / per year
Type 0 link $95,000 $1,140,000
Type 1 link $455,000 $5,460,000
Type 2 link $125,000 $1,500,000
Type 3 link $185,000 $2,220,000
Totals $860,000 $10,320,000
API failures pcm: No. $ Cost / pcm $ Cost / per year
Cost = $50-$80 per failure $130,000 $1,560,000
1. Baseline
Current State Cost Summary API Mainframe Calls & API Failure rates: 3 Years.
1. Baseline
Event-streaming platform for Mainframe
off-load / augmentation (Legacy modernization)
Mainframe
APACHE KAFKA
● Assume we can Off-load 50% of the
Current API Calls - MIPS from the (DB2)
Mainframe to read from a cache. So,
reducing MIPS costs by 50%
○ Reducing mainframe reads /
events (MIPS)
○ Reducing Annual Mainframe /
MIPS costs by approx. $5.16M / yr
(rough estimate to be ratified)
● Also assume failures decrease by 50%
Reducing failure costs by $780K / yr
○ Also reducing risk: platform
stability, processing loads,
capacity issues, security controls.
Off-load client
e.g. Java
Run API transactions through CDC to the
Kafka Streaming Platform - reducing 50%
of MIPS on mainframe; starting with Auth
use case, then moving to Low, then
Medium, then High volatility API calls.
Target State
Simpler API environment - reduced
DevOps loads on APIs and reduced
failures.
2. Target State
From Current State to Target State
● Modelled a reduction in
each API Type (Mainframe
MIPS cost) - of 50%
● Modelled a reduction in API
Failure rates of 50%
● Spreadsheet attached to
model variations
3. $ Benefits
From Current State to Target State
Potential to save $17.82M
over 3 years
- API MIPS reduction +
reduction in API
Failure rates
3. $ Benefits
Target State - Investment Costs
Investment Cost Categories Set-up Ops: Yr 1 Yr 2 Yr 3 Totals
Set-up: Human Effort (Capex) $1,000,000 $1,000,000
Set-up: Human Effort - Partner / SI (Capex) $200,000 $200,000
Ops: Human Effort (Opex) $250,000 $250,000 $250,000 $750,000
Ops: Hardware & Software Costs (Opex) $250,000 $250,000 $250,000 $750,000
Confluent Subscription Investment $500,000 $500,000 $500,000 $1,500,000
Confluent Professional Services $50,000 $50,000 $100,000
Totals $1,750,000 $550,000 $1,000,000 $1,000,000 $4,300,000
2. Target State
Investment Costs
2. Target State
Net Benefit (benefits minus investment costs)
Total 3 Year:
Net benefit = $13.52M
Project Costs = $4.3M
Gross benefit = $17.82M
3. $ Benefits
Business Value - 3 Yrs...
3. $ Benefits
Operational
Efficiencies
(cost savings /
Risk Mitigation)
Increasing
Revenue
(e.g. improving
customer Experience)
New Business Models
(new revenue)
Not quantified...
● Increased developer velocity → faster time to market
● Being more agile → greater business responsiveness
● Improvement on the business use-cases etc...
And what is the cost of doing nothing?
Further [intangible] Business Benefits
4. Soft Benefits
The many different use cases for event
streaming...
$↑
$↓
$↔
How to Measure Business
Value?
- Confluent
Understanding the TCO and ROI of Apache Kafka & Confluent
Confluent Products: Software and SaaS
2525
Confluent Platform
The Enterprise Distribution of Apache Kafka
In the datacenter
VM
Confluent Cloud
Apache Kafka Re-Engineered for the Cloud
In the cloud
Both: Subscription products where price scales with usage
Confluent Platform completes Apache Kafka
with a full set of enterprise features and services
Dynamic Performance & Elasticity
Flexible DevOps Automation
GUI-driven Mgmt & Monitoring
Event Streaming Database
Rich Pre-built Ecosystem
Multi-language Development
Global Resilience
Data Compatibility
Enterprise-grade Security
TCO / ROI
Revenue / Cost / Risk Impact
Complete Engagement Model
Efficient
Operations at Scale
Unrestricted
Developer Productivity
Production-stage
Prerequisites
Partnership for
Business Success
ARCHITECTOPERATORDEVELOPER EXECUTIVE
Apache Kafka
Committer-driven Expertise Training Partners
Enterprise
Support
Professional
Services
Confluent Platform impacts crucial cost & value
drivers to help your business achieve its goals
Reduced
Operations
Burden
Improved
Development
Efficiency
Lower Security Risk
Minimal Downtime
Lower TCO
Higher ROI
De-risked Investment
Efficient
Operations at Scale
Unrestricted
Developer Productivity
Production-stage
Prerequisites
Partnership for
Business Success
ARCHITECTOPERATORDEVELOPER EXECUTIVE
Apache Kafka
Smaller Infrastructure Footprint
Productivity improvements “Intangible” benefits
Faster Time to Value
Business outcomesInfrastructure savings
Confluent Platform subscription could reduce
your 3 year TCO by up to ~40%
28
Cost Drivers for TCO
1. Infrastructure
2. Productivity
a. Platform Development
b. Platform Operations
3. Intangibles
a. Downtime
b. Security Risk
4. Confluent Subscription
~$3.6M overall
TCO reduction
(~40%)
Illustrative cluster using Tiered Storage, Self-Balancing, Operator, RBAC, and more
ILLUSTRATIVE
Confluent Platform subscription drives savings in
infrastructure, productivity, and intangible costs
29
Infrastructure and
Productivity savings
~$2.2M
“Intangibles”
~$2.0M
ILLUSTRATIVE
Infrastructure and
Productivity costs
~$2.2M
CP subscription pays for itself with savings in
infrastructure and productivity costs alone
30
ILLUSTRATIVE
Confluent Products: Software and SaaS
3131
Confluent Platform
The Enterprise Distribution of Apache Kafka
In the datacenter
VM
Confluent Cloud
Apache Kafka Re-Engineered for the Cloud
In the cloud
Both: Subscription products where price scales with usage
Cost of
self-managed vs
Confluent Cloud
~40-60% cost savings annually with Confluent Cloud
$1.5M+
(68%)
Annual costs
with
self-management
Maintaining a production-ready Kafka environment is complex and costly
1
2
3
$550K -
$750K
$800K -
$1.1M
$200K -
$300K
$1.6M -
$2.2M
The true cost of
self-managing Kafka
extends beyond the cost of
software itself
3-year
cumulative TCO
savings
With Confluent Cloud, $10M+ (50%) in savings over three years
$10M+
TCO is only part of the story…
Accelerate & de-risk time-to-value, and maximize
your ROI with Confluent
Maximize return
on investment
Deliver higher returns with your
project by launching faster and
reducing operational burden
Reduce total cost
of ownership
Operate more efficiently with
lower infra cost, maintenance,
and downtime risk
Accelerate
time-to-value
Deploy Kafka at any scale with
massively reduced timelines with
Confluent
Lessons learned & some
common questions
When should we measure business
value?
How long does it take to complete a
business case?
37
What information is required?
How do we ensure credibility / get
estimates? - modeling a range
38
From 1 hr 21m to <50 mins = 30 mins saving / journey
X £20 / hr (av. productivity) = £10 / journey
X 3M journeys / yr = £30M / Yr, or £300M over 10 yrs. > £1Bn
Using a narrative, with visuals and data
40
Value can be subjective
41
Understanding the TCO and ROI of Apache Kafka & Confluent
Understanding the TCO and ROI of Apache Kafka & Confluent
Summary
44
01
What do we mean by business
value & why measure it?
02
How to measure business value -
Why Kafka? What Event
Streaming?
03
How to measure the value of
Confluent / Why Confluent?
- Confluent Platform
- Confluent Cloud
04
Lessons learned & common
questions
05
Discussion 12:00 - 12:30
cnfl.io/meetups cnfl.io/slackcnfl.io/blog
Thank you!
For a conversation contact Lyndon@confluent.io
Link to Project Metamorphosis
https://www.confluent.io/blog/cost-effective-kafka-for-lower-tco/
Get a free TCO assessment
https://www.confluent.io/project-metamorphosis/cost-effective/
Appendix
Confluent Platform -
Savings Examples
The Cost-Efficient Way to Deploy Kafka
Confluent Platform
(case study: top 20 bank)
Confluent IP (Tiered Storage)
reduced broker nodes ~70%
Est. savings of $5M per year
vs. Open Source AK
Confluent Cloud
(common scenario)
1
2
3
⬇50
%
Cloud
Infrastructure
Operational
(FTE)
Support and
other spend
Total
self-managed
Confluent
Cloud
Ask about our TCO Calculator...
Each Confluent Platform feature has targeted
TCO benefits compared to DIY Apache Kafka
Customer benefit
Confluent
Commercial
Feature
Feature description
Global resilience
Multi-region
Clusters
Simplified DR architecture with fully automated recovery to reduce operational
complexity and minimize risk of downtime & data loss
Dynamic perf. &
elasticity
Tiered Storage Offloading of older data to inexpensive object storage to reduce infrastructure costs
Self-balancing
Clusters
Automated data balancing to optimize performance & eliminate complex manual tasks
Enterprise-grade
security
RBAC Granular authorization of access by users/groups to prevent security breaches
Audit Logs Observability of security-related user actions to simplify analyses and forensics
Secret
Protection
Built-in encryption of sensitive information (e.g., passwords & other credentials)
Rich, pre-built
ecosystem
Connectors 100+ pre-built, fully supported connectors, including S3, Elastic, HDFS, and JDBC
GUI-driven mgmt. Control Center GUI to simplify operations at scale and to monitor adherence to pre-established SLAs
Flexible DevOps
automation
Operator Kubernetes automation to accelerate time-to-value and improve DevOps agility
Committer-driven
expertise
Support World’s foremost Kafka experts for support throughout the application lifecycle
PS and Training Hands-on Kafka experts to ensure business maximizes value from event streaming
3. VALUE OF CONFLUENT PLATFORM
Each Confluent Platform feature has targeted
TCO benefits compared to DIY Apache Kafka
49
Customer benefit
Confluent
Commercial
Feature
Infra-
structure
Platform
Development
Platform
Operations
Downtime
Security
Risk
Time-to-
Value
Global resilience
Multi-region
Clusters
⬤ ⬤ ⬤ ⬤
Dynamic perf. &
elasticity
Tiered Storage ⬤
Self-balancing
Clusters
⬤ ⬤ ⬤
Enterprise-grade
security
RBAC ⬤ ⬤ ⬤
Audit Logs ⬤ ⬤ ⬤
Secret Protection ⬤ ⬤
Rich, pre-built
ecosystem
Connectors ⬤ ⬤
GUI-driven mgmt. Control Center ⬤ ⬤ ⬤
Flexible DevOps
automation
Operator ⬤ ⬤ ⬤
Committer-driven
expertise
Support ⬤ ⬤ ⬤ ⬤ ⬤
PS and Training ⬤ ⬤ ⬤ ⬤ ⬤
3. VALUE OF CONFLUENT PLATFORM
Platform
Component
Prod Node
Count
Infrastructure
Costs1
Associated CP
Component
Prod Node
Count
Infrastructure
Costs1 Rationale for TCO change
Broker 9 $167K
Tiered Storage;
Self-Balancing
3 $44K Fewer, “lightweight” brokers
ZooKeeper 5 $22K
Multi-Region;
Fewer Brokers
3 $13K Federated ZK over stretch cluster
Connect 4 $23K RBAC 2 $12K Fewer, multi-tenant clusters
Replicator / MM2 0 $0K Multi-Region 0 $0K No Connect cluster for replication
REST Proxy 0 $0K NA 0 $0K NA
Schema Registry 2 $3K NA 2 $3K NA
ksqlDB 2 $12K NA 2 $12K NA
Control Center 0 $0K NA 1 $7K Add’l node required for C3
Operator 0 $0K NA 1 $2K Kubernetes distribution
Tiered Storage NA $0K NA NA $6K Enables “lightweight” brokers
TOTAL 22 $258K 14 $129K
Tiered Storage, Self-balancing, Multi-region
Clusters, and RBAC can save ~50% in infra costs
Yearly Infrastructure Requirements and Costs
1 - Aggregated costs across Prod, Pre-Prod, and Dev; Assumes GCP pricing w/ 20% discount; Networking Costs not
allocated to any component but are included in TOTAL row
Apache Kafka Confluent Platform
~$128K annual
savings
Infrastructure3. VALUE OF CONFLUENT PLATFORM
Platform Development Task
Engineer-
Months
One Time or
Recurring?
Associated CP
Component
Est. Time Reduction
from Component
Cost Reduction
Developer Kafka ramp up 1 per Eng One time PS, Training, Support 25% $17K
Building connectors (design,
develop, test, QA)
4 per connector One time Pre-built Connectors 100% $133K
Maintaining connectors 1 per connector Recurring Pre-built Connectors 100% $100K
Integrating with partition
reassignment tool
1 One time Self-Balancing Clusters 100% $17K
Deploying failover logic for
multi-DC deployment (config MM2
and clients)
24 One time Multi-Region Clusters 100% $0K
Building audit logs 24 One time Structured Audit Logs 100% $400K
Integrations with APMs/OSS
management tools and designing
metrics dashboard
4 One time Control Center 50% $33K
General development
troubleshooting
8 Recurring Support 50% $200K
Audit logs, connectors, and services can reduce
platform development costs by ~40%
Platform Development tasks with associated CP component
$600K one time +
$100K annual savings1 - Assumes 2 connectors to build and maintain
Assumes 4 Dev FTEs
at $200K / year
Platform Development3. VALUE OF CONFLUENT PLATFORM
Platform Operations Task
Engineer-
Months
One Time or
Recurring?
Associated CP
Component
Est. Time Reduction
from Component
Cost Reduction
Architecture design 4 One time PS, Support 25% $25K
Capacity planning 2 One time Operator, Tiered Storage,
Self-Balancing
50% $25K
Configuration and deployment 4 One time Operator, PS, Support 50% $50K
Upgrading cluster 2 Recurring Operator 100% $150K
Scaling cluster 2 Recurring Operator, Tiered Storage,
Self-Balancing
100% $150K
Disaster recovery 4 Recurring Multi-Region Clusters,
Support
25% $75K
Performance testing and
monitoring
2 Recurring Control Center 25% $38K
Day-to-day operations 6 Recurring Control Center, Training,
Support
25% $113K
Troubleshooting and maintenance 8 Recurring Control Center, PS,
Training, Support
50% $300K
Operator, Control Center, and services can cut
~50% of costs for platform operations
Platform Operations Task with associated CP component
1 - Total of 24 Engineer-Months for 2 FTE were allocated among recurring tasks
$100K one time +
$275K annual
savings
Assumes 2 Operator
FTEs at $300K / year
Platform Operations3. VALUE OF CONFLUENT PLATFORM
Confluent Platform subscription also reduces the
hidden costs of downtime and security breaches
53
3. VALUE OF CONFLUENT PLATFORM
“Intangibles”
~$2.0M
ILLUSTRATIVE
Uptime Downtime Cost per Year
97.0% $1.00M
97.5% $0.83M
98.0% $0.67M
98.5% $0.50M
99.0% $0.33M
Multi-region Clusters, Control Center, & Support
can greatly reduce risk of costly cluster downtime
54
Key Assumptions
● Estimate of downtime cost
● 97.5% uptime with DIY Apache Kafka
● Conservative estimate of ~1.5% improvement in uptime with CP subscription - Multi-Region
Clusters, Control Center, Support, PS
$3.8K Downtime Cost per Hour1
2
3
1
2
3
~$500K
annual
savings
Downtime
Hidden costs of downtime
1. Reputation loss
2. Fines and audits
3. Reduced CSAT
4. Lost data
5. SLA penalties
3. VALUE OF CONFLUENT PLATFORM
Risk of Security Breach Yearly Cost of Security Breaches
4% $160K
8% $320K
12% $480K
16% $640K
20% $800K
Confluent has a host of security features to
prevent potentially catastrophic security breaches
55
Key Assumptions
● Estimate of Cost of Security breach - Based on IBM Cost of a Data Breach Study
● 16% Risk of Security Breach with Apache Kafka - Based on IBM Cost of a Data Breach Study
● Conservative estimate of ~4% reduction in risk of security breach with CP subscription - RBAC,
Audit Logs, Secret Protection, PS, Support
1
2
2
3
Security risk
~$160K
annual
savings
$4.0M Cost of Security Breach1
3
Hidden costs of security
breaches
1. Reputation loss
2. Fines and audits
3. Reduced CSAT
3. VALUE OF CONFLUENT PLATFORM
Reduce TCO, accelerate & de-risk time-to-value,
and maximize your ROI with Confluent Platform
Maximize return
on investment
Achieve at least ~2.5x ROI on your
Confluent Platform subscription
and de-risk your Kafka project
Reduce total cost
of ownership
Operate up to ~40% more
efficiently with lower infra,
productivity, and intangible costs
Accelerate
time-to-value
Deploy Kafka at any scale ~6+
months faster with Confluent
Platform
3. VALUE OF CONFLUENT PLATFORM
Time-to-value $10M $25M $50M
6 months $5.0M $12.5M $25.0M
9 months $7.5M $18.8M $37.5M
12 months $10.0M $25.0M $50.0M
15 months $12.5M $31.3M $62.5M
Pre-built connectors, security features, and
services can greatly accelerate time-to-value
57
Key Assumptions
● Value attached to project of $25M
● 12+ months to production with DIY Apache Kafka
● Reduced time-to-value of 6+ months with CP subscription
○ Security features, Operator, and Support can speed up at-scale Kafka deployment by ~50%
○ Pre-built connectors, Multi-Region Clusters, & Audit Logs allow developers to focus on building
Kafka apps, not foundational tools / logic
○ ~40% of our PS customers say PS engagement alone saved them 4+ weeks of time
Yearly value attached to Kafka project
One-time Benefit of Improved Time-to-Value
1
2
3
1
2
3
Time-to-value
~$12.5M
in value
3. VALUE OF CONFLUENT PLATFORM
Reduce TCO, accelerate & de-risk time-to-value,
and maximize your ROI with Confluent Platform
Maximize return
on investment
Achieve at least ~2.5x ROI on your
Confluent Platform subscription
and de-risk your Kafka project
Reduce total cost
of ownership
Operate up to ~40% more
efficiently with lower infra,
productivity, and intangible costs
Accelerate
time-to-value
Deploy Kafka at any scale ~6+
months faster with Confluent
Platform
3. VALUE OF CONFLUENT PLATFORM
Confluent Platform Change from Apache Kafka
Reduction in
Infrastructure
$0.4M 50%
Reduction in
Development
$0.9M 40%
Reduction in
Operations
$0.9M 50%
Subscription Cost -$0.6M NA
ROI on
Subscription
2.5x NA
Maximize
return on
investment
Confluent helps
accelerate time-to-
value while reducing
total cost of
ownership, driving
significant ROI
ROI is even greater when accounting for intangible
costs and benefits
Reduced
downtime
Reduced
security risk
Accelerated
time-to-value
(Cost savings - Subscription)
Subscription
3. VALUE OF CONFLUENT PLATFORM ILLUSTRATIVE
Not only will a
Confluent Platform
subscription drive
a significantly
positive ROI...
...Confluent will
also de-risk and
maximize the ROI
of your event
streaming use case
3. VALUE OF CONFLUENT PLATFORM
Appendix
Confluent Cloud - Savings
Examples
62
Build more quickly and efficiently with
Confluent Cloud
platform benefits
developer
productivity
time to market
3
2
1
Self-managed Kafka Confluent Cloud
Manual sizing, provisioning,
expansion, and maintenance of
Kafka clusters
Requires custom built tools,
integrations, and capacity
planning
Instant cluster provisioning and
scaling. Fully managed
maintenance and upgrades.
Fully managed tools and features
(KSQL, Schema Registry,
Connectors, Data flow UI)
Point-to-point solutions, one-off
integrations, exponentially
increasing complexity to
maintain service
Data access across the
organization and across apps on
a universal event streaming
platform
Go to market in 6 months vs. 2+ years
Traditional Kafka Development
Development with Confluent Cloud
6-9 months to hire
Kafka resources
3 months
to ramp
Project
Kickoff
9-12 months build the production-grade
Kafka platform and develop application
Start
in 1
week
3-6 months to focus on
app development, not
managing Kafka
Project
Kickoff
Launch your application in months
and grow your business $$$
Go to market in 2 years
Go to market in 6 months
Next-gen cybersecurity
company built their massive
scale (GBps+) threat intelligence
app in 6 months vs. 2 years.
Confluent Cloud
customers often
realize 50-75%
reduction in time to
market.
Increase speed
to market
⬇75%
Leading financial institution
launched their real-time market
data service in 3 months vs. 1
year with alternatives.
⬇75%
European web analytics
company launched their ML
application in 1 week.
⬇50%
Time to market
impact with
Confluent Cloud
Instantly connect popular data sources & sinks
20+
Partner Supported
(self-managed)
Data Diode
Confluent Supported
(self-managed)
80+
Growing list of fully managed
connectors (*preview)
10+
**
*
***
Enable event-driven app development on a common platform
Hadoop ...
Device
Logs ... App ...MicroserviceMainframes
Data
Warehouse Splunk ...
Data Stores Logs 3rd Party Apps Custom Apps / Microservices
Real-time
Inventory
Real-time Fraud
Detection
Real-time
Customer 360
Machine
Learning
Models
Real-time Data
Transformation ...
Contextual Event-Driven Applications
Universal Event Pipeline
1
Infrastructure
costs
$0.5M - 0.75M
annually
Infrastructure costs are included with Confluent Cloud
DELETE AFTER UPDATING SLIDE
Update the range of $s above this box
(“$0.4-1M annually”)
Annual Infrastructure Costs
Compute $50K - $100K
Storage $150K - $200K
Network $350K - $450K
Total $550K - $750K
Successfully managing Kafka at scale
has a large operational burden:
2
Operational
costs
$6-7M annually
Reducing this operational burden allows engineers to
focus on higher-value work such as:
● Tooling
● Architectural guidance
● Making Kafka efficient across the organization
● Transitioning infrastructure to the cloud
Company
Years Running
Kafka
Kafka and
Support FTEs
Approximate
Annual Cost
Transportation startup 6+ 75+ $20-30M
Streaming content
provider
5+ 50+ $15-20M
Top 10 US bank 7+ 30+ $10M
Social network 8 50+ $15-20M
Company 2-3 13 $6-7M
Confluent Cloud frees developers to focus on what matters most
DELETE AFTER UPDATING SLIDE
Update the range of $s above this box
(“$6-7M annually”)
Update the last row in the table on the right
w/ your customer’s actual headcount and
cost
Over 1 million hours
of Kafka expertise
Expert support engineers have
solved tens of thousands of
Kafka-related issues
Covers Kafka issues
and platform issues
Access to experts who
specialize in Kafka
development; not just
maintenance
Committer-led
support available 24/7
80% of Apache Kafka
commits made by
Confluent Employees
$0.5-1M
with
3rd party support
Built in
to Confluent
Cloud*
DELETE AFTER UPDATING SLIDE
Update the range of $s above this box
DELETE AFTER UPDATING SLIDE
Update the range of $s below this box
3
Support and
services
Customers trust Confluent expertise
to empower their most critical
workloads
$0.5 - 1M annually
Confluent Cloud comes with 99.95% uptime SLA and managed upgrades
* Developer support or
higher required
Operational cost
comparison
~40-60% cost savings annually with Confluent Cloud
DELETE AFTER UPDATING SLIDE
Update the range of %s below in the purple band
(“~40-60%”) with the real range
Self-Managed Confluent Cloud
Infrastructure $0.6M - $0.8M Included
Operational Costs $0.8M - $1.1M $150K - $250K
Support Costs $0.4M - $0.6M Included
Confluent Spend $400K - $550K
Total $1.8M - $2.4M $550K - $800K
3-year
cumulative opex
savings
With Confluent Cloud, $2M+ (50%) in savings over three years
$2M+DELETE AFTER UPDATING SLIDE
Update the numbers to the right: “$10M+”. Either
replace with text directly on this slide, or copy cell I5
from the google sheet “Slide 15…”
DELETE AFTER UPDATING SLIDE
Update the numbers below in the purple band (“$10M+
(50%)”) with the real numbers from the sheet “Slide
15…” in the google sheets workbook
Confluent Cloud delivers more value while
reducing costs
Increase speed
to market
Reduce total cost
of ownership
Maximize return
on investment
Reduce ongoing
operating expenses
Operate more efficiently with lower infra,
maintenance, and development costs
Minimize risk and
indirect costs
Maintain peak productivity with lower risk and
higher service availability and quality
Indirect cost of risk
Security
infringement
Performance
degradation
Downtime
3
2
1
Self-managed Kafka Confluent Cloud
Significant investment required to
maintain reliable platform
operations
Lost productivity due to prolonged
incident diagnosis and resolution
99.95% uptime SLA. High
availability, even during upgrades
and planned maintenance
Always-available 24/7 support and
maintenance to prevent issues and
recover more quickly
High stakes operation to manage
mission-critical infrastructure. Often
complex and expensive to manage
Enterprise grade security and
compliance. Fully managed
security at rest and in transit.
Confluent Cloud comes with 99.95% uptime SLA and managed upgrades
$100M $1B $10B
Revenue tied
to Kafka
Self-managed
uptime
(hours down per year)
98%
175 hours
99%
88 hours
99.9%
9 hours
99.95%
4 hours
$2M $20M $200M
$1M $10M $100M
$100k $1M $10M
$50k $500k $5M
Hours lost and
cost impact
Confluent
Cloud uptime
SLA
DELETE AFTER UPDATING SLIDE
Update the range of $s above this box
(“$2-3M annually”)
Cost of
Downtime
Each minute of downtime
represents lost revenue, reduced
developer productivity, and lower
customer satisfaction
$2 - 3M annually
5 incidents per year can costs $1.2M per year
Performance
degradation
Even with minimal actual outage
time, organizations suffer
performance degradation that
reduces developer productivity
$1-2M annually
~$375k fully loaded cost per FTE
= $1,500 per FTE per working day
Ongoing cost of prevention and recovery:
Hours of
degradation
Users impacted
Hourly cost per
user
% productivity
loss
× × ×
2,000 total employees
× 25% software engineers
× 25% work on Kafka-related projects
= ~125 employees
Customer example
~25% productivity loss due to
performance degradation
~5 days of degradation per incident
$230k per
incident
Mitigate risk with enterprise-grade security and compliance
Security
infringement
Security risks can impose
significant costs to an
organization in the form of
detection and resolution, fines
and reparations, and reputational
harm to the business. On
average, it costs a company
$3-4M per data
breach
Source: IBM “Cost of a Data Breach Report”, 2019
Confluent Cloud security features
Secure data against unwanted access
● Data at rest encryption
● Data in motion encryption
● Private networking connectivity1
Control access to cluster & resources
● SAML / SSO for user access
● API Keys for app access
● Access Control Lists (ACLs)
Protect sensitive data in the cloud
● SOC 1, SOC 2, SOC 3
● PCI, HIPAA1
ready, GDPR ready
1
Available on Dedicated clusters only
Confluent Cloud delivers more value while
reducing costs
Increase speed
to market
Reduce total cost
of ownership
Maximize return
on investment
Reduce ongoing
operating expenses
Operate more efficiently with lower infra,
maintenance, and development costs
Minimize risk and
indirect costs
Maintain peak productivity with lower risk and
higher service availability and quality
Overall TCO
comparison
+80% TCO savings annually with Confluent Cloud
DELETE AFTER UPDATING SLIDE
Update the range of %s below in the purple band
(“~40-60%”) with the real range
Self-Managed Confluent Cloud
Operating
expenses
Infrastructure $0.6M - $0.8M Included
Operations $0.8M - $1.1M $0.2M - $250K
Support and
services
$0.4M - $0.6M Included
Indirect
costs
Downtime $2.1M - $2.8M $0.4M - $0.5M
Performance
degradation
$1.0M - $1.4M n/a
Confluent Spend $400K - $550K
Total $4.8M - $6.5M $900K - $1.3M
Reduce total cost
of ownership
Operate more efficiently with
lower infra cost, maintenance,
and downtime risk
Increase speed
to market
Deploy Kafka at scale within
1 week of starting with
Confluent
Accelerate and amplify business value creation
Maximize return
on investment
Deliver higher returns with your
project by launching faster and
reducing operational burden
Maximize
return on
investment
Confluent helps
reduce time to
market and total cost
of ownership, leading
to significant ROI
improvement
Self-managed Confluent Cloud Benefit with Confluent
Initial app
development
$250k $250k No change
Run-rate cost of
Kafka ownership
$300k $80k 80% lower cost
First year revenue $0M $200k 75% lower time to market
3-year total
revenue
$1.9M $2.7M 44% higher revenue
ROI*
50% 300% 6x higher ROI
Illustrative
Cumulative earnings
(3 years)
6x higher
return
With Confluent Cloud
Self-managed
Methodology:
● Calculated as 3-year return on
investment
● Assumes 25% COGS + 25% cost of Kafka
in self-managed case; 25% COGS + 5%
cost of Kafka in Confluent case
● Assumes 2 year time-to-market in
self-managed case; 6 months in
Confluent case
● Assumes 10% WACC
SMALL EXAMPLE
Use as appropriate
Maximize
return on
investment
Confluent helps
reduce time to
market and total cost
of ownership, leading
to significant ROI
improvement
Self-managed Confluent Cloud Benefit with Confluent
Initial app
development
$1MM $1MM No change
Run-rate cost of
Kafka ownership
$1.3M $0.3M 80% lower cost
First year revenue $0M $0.8M 75% lower time to market
3-year total
revenue
$7.5M $11M 44% higher revenue
ROI*
50% 300% 6x higher ROI
Illustrative
Cumulative earnings
(3 years)
6x higher
return
With Confluent Cloud
Self-managed
Methodology:
● Calculated as 3-year return on
investment
● Assumes 25% COGS + 25% cost of Kafka
in self-managed case; 25% COGS + 5%
cost of Kafka in Confluent case
● Assumes 2 year time-to-market in
self-managed case; 6 months in
Confluent case
● Assumes 10% WACC
MEDIUM EXAMPLE
Use as appropriate
Maximize
return on
investment
Confluent helps
reduce time to
market and total cost
of ownership, leading
to significant ROI
improvement
Self-managed Confluent Cloud Benefit with Confluent
Initial app
development
$6MM $6MM No change
Run-rate cost of
Kafka ownership
$10M $2M 80% lower cost
First year revenue $0M $5M 75% lower time to market
3-year total
revenue
$45M $65M 44% higher revenue
ROI*
50% 300% 6x higher ROI
Illustrative
Cumulative earnings
(3 years)
6x higher
return
With Confluent Cloud
Self-managed
Methodology:
● Calculated as 3-year return on
investment
● Assumes 25% COGS + 25% cost of Kafka
in self-managed case; 25% COGS + 5%
cost of Kafka in Confluent case
● Assumes 2 year time-to-market in
self-managed case; 6 months in
Confluent case
● Assumes 10% WACC
LARGE EXAMPLE
Use as appropriate
Understanding the TCO and ROI of Apache Kafka & Confluent
Ad

More Related Content

What's hot (20)

Introduction to Apache Kafka
Introduction to Apache KafkaIntroduction to Apache Kafka
Introduction to Apache Kafka
AIMDek Technologies
 
Serverless Kafka and Spark in a Multi-Cloud Lakehouse Architecture
Serverless Kafka and Spark in a Multi-Cloud Lakehouse ArchitectureServerless Kafka and Spark in a Multi-Cloud Lakehouse Architecture
Serverless Kafka and Spark in a Multi-Cloud Lakehouse Architecture
Kai Wähner
 
Running Apache Spark on Kubernetes: Best Practices and Pitfalls
Running Apache Spark on Kubernetes: Best Practices and PitfallsRunning Apache Spark on Kubernetes: Best Practices and Pitfalls
Running Apache Spark on Kubernetes: Best Practices and Pitfalls
Databricks
 
Apache Kafka Architecture & Fundamentals Explained
Apache Kafka Architecture & Fundamentals ExplainedApache Kafka Architecture & Fundamentals Explained
Apache Kafka Architecture & Fundamentals Explained
confluent
 
Squirreling Away $640 Billion: How Stripe Leverages Flink for Change Data Cap...
Squirreling Away $640 Billion: How Stripe Leverages Flink for Change Data Cap...Squirreling Away $640 Billion: How Stripe Leverages Flink for Change Data Cap...
Squirreling Away $640 Billion: How Stripe Leverages Flink for Change Data Cap...
Flink Forward
 
Deep Dive into Apache Kafka
Deep Dive into Apache KafkaDeep Dive into Apache Kafka
Deep Dive into Apache Kafka
confluent
 
IT Infrastructure Automation with Ansible
IT Infrastructure Automation with AnsibleIT Infrastructure Automation with Ansible
IT Infrastructure Automation with Ansible
Dio Pratama
 
Kafka for Real-Time Replication between Edge and Hybrid Cloud
Kafka for Real-Time Replication between Edge and Hybrid CloudKafka for Real-Time Replication between Edge and Hybrid Cloud
Kafka for Real-Time Replication between Edge and Hybrid Cloud
Kai Wähner
 
Spark
SparkSpark
Spark
Heena Madan
 
Creating Connector to Bridge the Worlds of Kafka and gRPC at Wework (Anoop Di...
Creating Connector to Bridge the Worlds of Kafka and gRPC at Wework (Anoop Di...Creating Connector to Bridge the Worlds of Kafka and gRPC at Wework (Anoop Di...
Creating Connector to Bridge the Worlds of Kafka and gRPC at Wework (Anoop Di...
confluent
 
Apache Flink, AWS Kinesis, Analytics
Apache Flink, AWS Kinesis, Analytics Apache Flink, AWS Kinesis, Analytics
Apache Flink, AWS Kinesis, Analytics
Araf Karsh Hamid
 
Apache Kafka vs. Integration Middleware (MQ, ETL, ESB) - Friends, Enemies or ...
Apache Kafka vs. Integration Middleware (MQ, ETL, ESB) - Friends, Enemies or ...Apache Kafka vs. Integration Middleware (MQ, ETL, ESB) - Friends, Enemies or ...
Apache Kafka vs. Integration Middleware (MQ, ETL, ESB) - Friends, Enemies or ...
confluent
 
Apache Kafka® and API Management
Apache Kafka® and API ManagementApache Kafka® and API Management
Apache Kafka® and API Management
confluent
 
Distributed Tracing for Kafka with OpenTelemetry with Daniel Kim | Kafka Summ...
Distributed Tracing for Kafka with OpenTelemetry with Daniel Kim | Kafka Summ...Distributed Tracing for Kafka with OpenTelemetry with Daniel Kim | Kafka Summ...
Distributed Tracing for Kafka with OpenTelemetry with Daniel Kim | Kafka Summ...
HostedbyConfluent
 
Flink vs. Spark
Flink vs. SparkFlink vs. Spark
Flink vs. Spark
Slim Baltagi
 
Kafka High Availability in multi data center setup with floating Observers wi...
Kafka High Availability in multi data center setup with floating Observers wi...Kafka High Availability in multi data center setup with floating Observers wi...
Kafka High Availability in multi data center setup with floating Observers wi...
HostedbyConfluent
 
Apache Kafka - Martin Podval
Apache Kafka - Martin PodvalApache Kafka - Martin Podval
Apache Kafka - Martin Podval
Martin Podval
 
Benefits of Stream Processing and Apache Kafka Use Cases
Benefits of Stream Processing and Apache Kafka Use CasesBenefits of Stream Processing and Apache Kafka Use Cases
Benefits of Stream Processing and Apache Kafka Use Cases
confluent
 
Designing Event-Driven Applications with Apache NiFi, Apache Flink, Apache Sp...
Designing Event-Driven Applications with Apache NiFi, Apache Flink, Apache Sp...Designing Event-Driven Applications with Apache NiFi, Apache Flink, Apache Sp...
Designing Event-Driven Applications with Apache NiFi, Apache Flink, Apache Sp...
Timothy Spann
 
Databus: LinkedIn's Change Data Capture Pipeline SOCC 2012
Databus: LinkedIn's Change Data Capture Pipeline SOCC 2012Databus: LinkedIn's Change Data Capture Pipeline SOCC 2012
Databus: LinkedIn's Change Data Capture Pipeline SOCC 2012
Shirshanka Das
 
Serverless Kafka and Spark in a Multi-Cloud Lakehouse Architecture
Serverless Kafka and Spark in a Multi-Cloud Lakehouse ArchitectureServerless Kafka and Spark in a Multi-Cloud Lakehouse Architecture
Serverless Kafka and Spark in a Multi-Cloud Lakehouse Architecture
Kai Wähner
 
Running Apache Spark on Kubernetes: Best Practices and Pitfalls
Running Apache Spark on Kubernetes: Best Practices and PitfallsRunning Apache Spark on Kubernetes: Best Practices and Pitfalls
Running Apache Spark on Kubernetes: Best Practices and Pitfalls
Databricks
 
Apache Kafka Architecture & Fundamentals Explained
Apache Kafka Architecture & Fundamentals ExplainedApache Kafka Architecture & Fundamentals Explained
Apache Kafka Architecture & Fundamentals Explained
confluent
 
Squirreling Away $640 Billion: How Stripe Leverages Flink for Change Data Cap...
Squirreling Away $640 Billion: How Stripe Leverages Flink for Change Data Cap...Squirreling Away $640 Billion: How Stripe Leverages Flink for Change Data Cap...
Squirreling Away $640 Billion: How Stripe Leverages Flink for Change Data Cap...
Flink Forward
 
Deep Dive into Apache Kafka
Deep Dive into Apache KafkaDeep Dive into Apache Kafka
Deep Dive into Apache Kafka
confluent
 
IT Infrastructure Automation with Ansible
IT Infrastructure Automation with AnsibleIT Infrastructure Automation with Ansible
IT Infrastructure Automation with Ansible
Dio Pratama
 
Kafka for Real-Time Replication between Edge and Hybrid Cloud
Kafka for Real-Time Replication between Edge and Hybrid CloudKafka for Real-Time Replication between Edge and Hybrid Cloud
Kafka for Real-Time Replication between Edge and Hybrid Cloud
Kai Wähner
 
Creating Connector to Bridge the Worlds of Kafka and gRPC at Wework (Anoop Di...
Creating Connector to Bridge the Worlds of Kafka and gRPC at Wework (Anoop Di...Creating Connector to Bridge the Worlds of Kafka and gRPC at Wework (Anoop Di...
Creating Connector to Bridge the Worlds of Kafka and gRPC at Wework (Anoop Di...
confluent
 
Apache Flink, AWS Kinesis, Analytics
Apache Flink, AWS Kinesis, Analytics Apache Flink, AWS Kinesis, Analytics
Apache Flink, AWS Kinesis, Analytics
Araf Karsh Hamid
 
Apache Kafka vs. Integration Middleware (MQ, ETL, ESB) - Friends, Enemies or ...
Apache Kafka vs. Integration Middleware (MQ, ETL, ESB) - Friends, Enemies or ...Apache Kafka vs. Integration Middleware (MQ, ETL, ESB) - Friends, Enemies or ...
Apache Kafka vs. Integration Middleware (MQ, ETL, ESB) - Friends, Enemies or ...
confluent
 
Apache Kafka® and API Management
Apache Kafka® and API ManagementApache Kafka® and API Management
Apache Kafka® and API Management
confluent
 
Distributed Tracing for Kafka with OpenTelemetry with Daniel Kim | Kafka Summ...
Distributed Tracing for Kafka with OpenTelemetry with Daniel Kim | Kafka Summ...Distributed Tracing for Kafka with OpenTelemetry with Daniel Kim | Kafka Summ...
Distributed Tracing for Kafka with OpenTelemetry with Daniel Kim | Kafka Summ...
HostedbyConfluent
 
Kafka High Availability in multi data center setup with floating Observers wi...
Kafka High Availability in multi data center setup with floating Observers wi...Kafka High Availability in multi data center setup with floating Observers wi...
Kafka High Availability in multi data center setup with floating Observers wi...
HostedbyConfluent
 
Apache Kafka - Martin Podval
Apache Kafka - Martin PodvalApache Kafka - Martin Podval
Apache Kafka - Martin Podval
Martin Podval
 
Benefits of Stream Processing and Apache Kafka Use Cases
Benefits of Stream Processing and Apache Kafka Use CasesBenefits of Stream Processing and Apache Kafka Use Cases
Benefits of Stream Processing and Apache Kafka Use Cases
confluent
 
Designing Event-Driven Applications with Apache NiFi, Apache Flink, Apache Sp...
Designing Event-Driven Applications with Apache NiFi, Apache Flink, Apache Sp...Designing Event-Driven Applications with Apache NiFi, Apache Flink, Apache Sp...
Designing Event-Driven Applications with Apache NiFi, Apache Flink, Apache Sp...
Timothy Spann
 
Databus: LinkedIn's Change Data Capture Pipeline SOCC 2012
Databus: LinkedIn's Change Data Capture Pipeline SOCC 2012Databus: LinkedIn's Change Data Capture Pipeline SOCC 2012
Databus: LinkedIn's Change Data Capture Pipeline SOCC 2012
Shirshanka Das
 

Similar to Understanding the TCO and ROI of Apache Kafka & Confluent (20)

Building Value - Understanding the TCO and ROI of Apache Kafka & Confluent
Building Value  - Understanding the TCO and ROI of Apache Kafka & ConfluentBuilding Value  - Understanding the TCO and ROI of Apache Kafka & Confluent
Building Value - Understanding the TCO and ROI of Apache Kafka & Confluent
confluent
 
Cloud economics webinar 230317
Cloud economics webinar 230317Cloud economics webinar 230317
Cloud economics webinar 230317
Krishnan K ☁
 
Business Case Calculator for DevOps Initiatives - Leading credit card service...
Business Case Calculator for DevOps Initiatives - Leading credit card service...Business Case Calculator for DevOps Initiatives - Leading credit card service...
Business Case Calculator for DevOps Initiatives - Leading credit card service...
Capgemini
 
SafeNet EMS Showcase: Today's Evolving Licensing Landscape
SafeNet EMS Showcase: Today's Evolving Licensing LandscapeSafeNet EMS Showcase: Today's Evolving Licensing Landscape
SafeNet EMS Showcase: Today's Evolving Licensing Landscape
guestab2d72b
 
SafeNet EMS Showcase: Ingredients for an Evolution
SafeNet EMS Showcase: Ingredients for an EvolutionSafeNet EMS Showcase: Ingredients for an Evolution
SafeNet EMS Showcase: Ingredients for an Evolution
guestab2d72b
 
Lecture 4 - Production, -Cost - and Profit Analysis.pptx
Lecture 4 - Production, -Cost - and Profit Analysis.pptxLecture 4 - Production, -Cost - and Profit Analysis.pptx
Lecture 4 - Production, -Cost - and Profit Analysis.pptx
PaulAppiahKonadu
 
Show Me the Money: Connecting Performance Engineering to Real Business Results
Show Me the Money: Connecting Performance Engineering to Real Business ResultsShow Me the Money: Connecting Performance Engineering to Real Business Results
Show Me the Money: Connecting Performance Engineering to Real Business Results
Correlsense
 
Aws cloud economics webinar 280617
Aws cloud economics webinar 280617Aws cloud economics webinar 280617
Aws cloud economics webinar 280617
Krishnan K ☁
 
Coghead Overview 21 Aug08
Coghead Overview 21 Aug08Coghead Overview 21 Aug08
Coghead Overview 21 Aug08
Tomoaki Sawada
 
Partner Connect APAC - 2022 - April
Partner Connect APAC - 2022 - AprilPartner Connect APAC - 2022 - April
Partner Connect APAC - 2022 - April
confluent
 
Contino Webinar - Migrating your Trading Workloads to the Cloud
Contino Webinar -  Migrating your Trading Workloads to the CloudContino Webinar -  Migrating your Trading Workloads to the Cloud
Contino Webinar - Migrating your Trading Workloads to the Cloud
Ben Saunders
 
Cloud Migration: Azure acceleration with CAST Highlight
Cloud Migration: Azure acceleration with CAST HighlightCloud Migration: Azure acceleration with CAST Highlight
Cloud Migration: Azure acceleration with CAST Highlight
CAST
 
Quest Software - Dan Falconer
Quest Software - Dan FalconerQuest Software - Dan Falconer
Quest Software - Dan Falconer
IDG Romania
 
Guy.Kfir - Cost Optimization at Scale - NL Summit 2016
Guy.Kfir - Cost Optimization at Scale - NL Summit 2016Guy.Kfir - Cost Optimization at Scale - NL Summit 2016
Guy.Kfir - Cost Optimization at Scale - NL Summit 2016
Guy KFIR
 
VmWare - 14oct2010
VmWare - 14oct2010VmWare - 14oct2010
VmWare - 14oct2010
Agora Group
 
2018 Pivotal DevOps Day_Pivotal 소개 및 세션 아젠다 소개
2018 Pivotal DevOps Day_Pivotal 소개 및 세션 아젠다 소개2018 Pivotal DevOps Day_Pivotal 소개 및 세션 아젠다 소개
2018 Pivotal DevOps Day_Pivotal 소개 및 세션 아젠다 소개
VMware Tanzu Korea
 
2018 Pivotal DevOps Day_마이크로서비스 전환 방법론과 사례
2018 Pivotal DevOps Day_마이크로서비스 전환 방법론과 사례2018 Pivotal DevOps Day_마이크로서비스 전환 방법론과 사례
2018 Pivotal DevOps Day_마이크로서비스 전환 방법론과 사례
VMware Tanzu Korea
 
Laserfiche & Ricoh Canada Presentation | Gartner ITxpo 2013
Laserfiche & Ricoh Canada Presentation | Gartner ITxpo 2013Laserfiche & Ricoh Canada Presentation | Gartner ITxpo 2013
Laserfiche & Ricoh Canada Presentation | Gartner ITxpo 2013
Laserfiche
 
Sap on aws webinar on reducing tco 07092017
Sap on aws  webinar on reducing tco 07092017Sap on aws  webinar on reducing tco 07092017
Sap on aws webinar on reducing tco 07092017
Krishnan K ☁
 
Spi Cost Roi
Spi Cost RoiSpi Cost Roi
Spi Cost Roi
Ram Srivastava
 
Building Value - Understanding the TCO and ROI of Apache Kafka & Confluent
Building Value  - Understanding the TCO and ROI of Apache Kafka & ConfluentBuilding Value  - Understanding the TCO and ROI of Apache Kafka & Confluent
Building Value - Understanding the TCO and ROI of Apache Kafka & Confluent
confluent
 
Cloud economics webinar 230317
Cloud economics webinar 230317Cloud economics webinar 230317
Cloud economics webinar 230317
Krishnan K ☁
 
Business Case Calculator for DevOps Initiatives - Leading credit card service...
Business Case Calculator for DevOps Initiatives - Leading credit card service...Business Case Calculator for DevOps Initiatives - Leading credit card service...
Business Case Calculator for DevOps Initiatives - Leading credit card service...
Capgemini
 
SafeNet EMS Showcase: Today's Evolving Licensing Landscape
SafeNet EMS Showcase: Today's Evolving Licensing LandscapeSafeNet EMS Showcase: Today's Evolving Licensing Landscape
SafeNet EMS Showcase: Today's Evolving Licensing Landscape
guestab2d72b
 
SafeNet EMS Showcase: Ingredients for an Evolution
SafeNet EMS Showcase: Ingredients for an EvolutionSafeNet EMS Showcase: Ingredients for an Evolution
SafeNet EMS Showcase: Ingredients for an Evolution
guestab2d72b
 
Lecture 4 - Production, -Cost - and Profit Analysis.pptx
Lecture 4 - Production, -Cost - and Profit Analysis.pptxLecture 4 - Production, -Cost - and Profit Analysis.pptx
Lecture 4 - Production, -Cost - and Profit Analysis.pptx
PaulAppiahKonadu
 
Show Me the Money: Connecting Performance Engineering to Real Business Results
Show Me the Money: Connecting Performance Engineering to Real Business ResultsShow Me the Money: Connecting Performance Engineering to Real Business Results
Show Me the Money: Connecting Performance Engineering to Real Business Results
Correlsense
 
Aws cloud economics webinar 280617
Aws cloud economics webinar 280617Aws cloud economics webinar 280617
Aws cloud economics webinar 280617
Krishnan K ☁
 
Coghead Overview 21 Aug08
Coghead Overview 21 Aug08Coghead Overview 21 Aug08
Coghead Overview 21 Aug08
Tomoaki Sawada
 
Partner Connect APAC - 2022 - April
Partner Connect APAC - 2022 - AprilPartner Connect APAC - 2022 - April
Partner Connect APAC - 2022 - April
confluent
 
Contino Webinar - Migrating your Trading Workloads to the Cloud
Contino Webinar -  Migrating your Trading Workloads to the CloudContino Webinar -  Migrating your Trading Workloads to the Cloud
Contino Webinar - Migrating your Trading Workloads to the Cloud
Ben Saunders
 
Cloud Migration: Azure acceleration with CAST Highlight
Cloud Migration: Azure acceleration with CAST HighlightCloud Migration: Azure acceleration with CAST Highlight
Cloud Migration: Azure acceleration with CAST Highlight
CAST
 
Quest Software - Dan Falconer
Quest Software - Dan FalconerQuest Software - Dan Falconer
Quest Software - Dan Falconer
IDG Romania
 
Guy.Kfir - Cost Optimization at Scale - NL Summit 2016
Guy.Kfir - Cost Optimization at Scale - NL Summit 2016Guy.Kfir - Cost Optimization at Scale - NL Summit 2016
Guy.Kfir - Cost Optimization at Scale - NL Summit 2016
Guy KFIR
 
VmWare - 14oct2010
VmWare - 14oct2010VmWare - 14oct2010
VmWare - 14oct2010
Agora Group
 
2018 Pivotal DevOps Day_Pivotal 소개 및 세션 아젠다 소개
2018 Pivotal DevOps Day_Pivotal 소개 및 세션 아젠다 소개2018 Pivotal DevOps Day_Pivotal 소개 및 세션 아젠다 소개
2018 Pivotal DevOps Day_Pivotal 소개 및 세션 아젠다 소개
VMware Tanzu Korea
 
2018 Pivotal DevOps Day_마이크로서비스 전환 방법론과 사례
2018 Pivotal DevOps Day_마이크로서비스 전환 방법론과 사례2018 Pivotal DevOps Day_마이크로서비스 전환 방법론과 사례
2018 Pivotal DevOps Day_마이크로서비스 전환 방법론과 사례
VMware Tanzu Korea
 
Laserfiche & Ricoh Canada Presentation | Gartner ITxpo 2013
Laserfiche & Ricoh Canada Presentation | Gartner ITxpo 2013Laserfiche & Ricoh Canada Presentation | Gartner ITxpo 2013
Laserfiche & Ricoh Canada Presentation | Gartner ITxpo 2013
Laserfiche
 
Sap on aws webinar on reducing tco 07092017
Sap on aws  webinar on reducing tco 07092017Sap on aws  webinar on reducing tco 07092017
Sap on aws webinar on reducing tco 07092017
Krishnan K ☁
 
Ad

More from confluent (20)

Webinar Think Right - Shift Left - 19-03-2025.pptx
Webinar Think Right - Shift Left - 19-03-2025.pptxWebinar Think Right - Shift Left - 19-03-2025.pptx
Webinar Think Right - Shift Left - 19-03-2025.pptx
confluent
 
Migration, backup and restore made easy using Kannika
Migration, backup and restore made easy using KannikaMigration, backup and restore made easy using Kannika
Migration, backup and restore made easy using Kannika
confluent
 
Five Things You Need to Know About Data Streaming in 2025
Five Things You Need to Know About Data Streaming in 2025Five Things You Need to Know About Data Streaming in 2025
Five Things You Need to Know About Data Streaming in 2025
confluent
 
Data in Motion Tour Seoul 2024 - Keynote
Data in Motion Tour Seoul 2024 - KeynoteData in Motion Tour Seoul 2024 - Keynote
Data in Motion Tour Seoul 2024 - Keynote
confluent
 
Data in Motion Tour Seoul 2024 - Roadmap Demo
Data in Motion Tour Seoul 2024  - Roadmap DemoData in Motion Tour Seoul 2024  - Roadmap Demo
Data in Motion Tour Seoul 2024 - Roadmap Demo
confluent
 
From Stream to Screen: Real-Time Data Streaming to Web Frontends with Conflue...
From Stream to Screen: Real-Time Data Streaming to Web Frontends with Conflue...From Stream to Screen: Real-Time Data Streaming to Web Frontends with Conflue...
From Stream to Screen: Real-Time Data Streaming to Web Frontends with Conflue...
confluent
 
Confluent per il settore FSI: Accelerare l'Innovazione con il Data Streaming...
Confluent per il settore FSI:  Accelerare l'Innovazione con il Data Streaming...Confluent per il settore FSI:  Accelerare l'Innovazione con il Data Streaming...
Confluent per il settore FSI: Accelerare l'Innovazione con il Data Streaming...
confluent
 
Data in Motion Tour 2024 Riyadh, Saudi Arabia
Data in Motion Tour 2024 Riyadh, Saudi ArabiaData in Motion Tour 2024 Riyadh, Saudi Arabia
Data in Motion Tour 2024 Riyadh, Saudi Arabia
confluent
 
Build a Real-Time Decision Support Application for Financial Market Traders w...
Build a Real-Time Decision Support Application for Financial Market Traders w...Build a Real-Time Decision Support Application for Financial Market Traders w...
Build a Real-Time Decision Support Application for Financial Market Traders w...
confluent
 
Strumenti e Strategie di Stream Governance con Confluent Platform
Strumenti e Strategie di Stream Governance con Confluent PlatformStrumenti e Strategie di Stream Governance con Confluent Platform
Strumenti e Strategie di Stream Governance con Confluent Platform
confluent
 
Compose Gen-AI Apps With Real-Time Data - In Minutes, Not Weeks
Compose Gen-AI Apps With Real-Time Data - In Minutes, Not WeeksCompose Gen-AI Apps With Real-Time Data - In Minutes, Not Weeks
Compose Gen-AI Apps With Real-Time Data - In Minutes, Not Weeks
confluent
 
Building Real-Time Gen AI Applications with SingleStore and Confluent
Building Real-Time Gen AI Applications with SingleStore and ConfluentBuilding Real-Time Gen AI Applications with SingleStore and Confluent
Building Real-Time Gen AI Applications with SingleStore and Confluent
confluent
 
Unlocking value with event-driven architecture by Confluent
Unlocking value with event-driven architecture by ConfluentUnlocking value with event-driven architecture by Confluent
Unlocking value with event-driven architecture by Confluent
confluent
 
Il Data Streaming per un’AI real-time di nuova generazione
Il Data Streaming per un’AI real-time di nuova generazioneIl Data Streaming per un’AI real-time di nuova generazione
Il Data Streaming per un’AI real-time di nuova generazione
confluent
 
Unleashing the Future: Building a Scalable and Up-to-Date GenAI Chatbot with ...
Unleashing the Future: Building a Scalable and Up-to-Date GenAI Chatbot with ...Unleashing the Future: Building a Scalable and Up-to-Date GenAI Chatbot with ...
Unleashing the Future: Building a Scalable and Up-to-Date GenAI Chatbot with ...
confluent
 
Break data silos with real-time connectivity using Confluent Cloud Connectors
Break data silos with real-time connectivity using Confluent Cloud ConnectorsBreak data silos with real-time connectivity using Confluent Cloud Connectors
Break data silos with real-time connectivity using Confluent Cloud Connectors
confluent
 
Building API data products on top of your real-time data infrastructure
Building API data products on top of your real-time data infrastructureBuilding API data products on top of your real-time data infrastructure
Building API data products on top of your real-time data infrastructure
confluent
 
Speed Wins: From Kafka to APIs in Minutes
Speed Wins: From Kafka to APIs in MinutesSpeed Wins: From Kafka to APIs in Minutes
Speed Wins: From Kafka to APIs in Minutes
confluent
 
Evolving Data Governance for the Real-time Streaming and AI Era
Evolving Data Governance for the Real-time Streaming and AI EraEvolving Data Governance for the Real-time Streaming and AI Era
Evolving Data Governance for the Real-time Streaming and AI Era
confluent
 
Catch the Wave: SAP Event-Driven and Data Streaming for the Intelligence Ente...
Catch the Wave: SAP Event-Driven and Data Streaming for the Intelligence Ente...Catch the Wave: SAP Event-Driven and Data Streaming for the Intelligence Ente...
Catch the Wave: SAP Event-Driven and Data Streaming for the Intelligence Ente...
confluent
 
Webinar Think Right - Shift Left - 19-03-2025.pptx
Webinar Think Right - Shift Left - 19-03-2025.pptxWebinar Think Right - Shift Left - 19-03-2025.pptx
Webinar Think Right - Shift Left - 19-03-2025.pptx
confluent
 
Migration, backup and restore made easy using Kannika
Migration, backup and restore made easy using KannikaMigration, backup and restore made easy using Kannika
Migration, backup and restore made easy using Kannika
confluent
 
Five Things You Need to Know About Data Streaming in 2025
Five Things You Need to Know About Data Streaming in 2025Five Things You Need to Know About Data Streaming in 2025
Five Things You Need to Know About Data Streaming in 2025
confluent
 
Data in Motion Tour Seoul 2024 - Keynote
Data in Motion Tour Seoul 2024 - KeynoteData in Motion Tour Seoul 2024 - Keynote
Data in Motion Tour Seoul 2024 - Keynote
confluent
 
Data in Motion Tour Seoul 2024 - Roadmap Demo
Data in Motion Tour Seoul 2024  - Roadmap DemoData in Motion Tour Seoul 2024  - Roadmap Demo
Data in Motion Tour Seoul 2024 - Roadmap Demo
confluent
 
From Stream to Screen: Real-Time Data Streaming to Web Frontends with Conflue...
From Stream to Screen: Real-Time Data Streaming to Web Frontends with Conflue...From Stream to Screen: Real-Time Data Streaming to Web Frontends with Conflue...
From Stream to Screen: Real-Time Data Streaming to Web Frontends with Conflue...
confluent
 
Confluent per il settore FSI: Accelerare l'Innovazione con il Data Streaming...
Confluent per il settore FSI:  Accelerare l'Innovazione con il Data Streaming...Confluent per il settore FSI:  Accelerare l'Innovazione con il Data Streaming...
Confluent per il settore FSI: Accelerare l'Innovazione con il Data Streaming...
confluent
 
Data in Motion Tour 2024 Riyadh, Saudi Arabia
Data in Motion Tour 2024 Riyadh, Saudi ArabiaData in Motion Tour 2024 Riyadh, Saudi Arabia
Data in Motion Tour 2024 Riyadh, Saudi Arabia
confluent
 
Build a Real-Time Decision Support Application for Financial Market Traders w...
Build a Real-Time Decision Support Application for Financial Market Traders w...Build a Real-Time Decision Support Application for Financial Market Traders w...
Build a Real-Time Decision Support Application for Financial Market Traders w...
confluent
 
Strumenti e Strategie di Stream Governance con Confluent Platform
Strumenti e Strategie di Stream Governance con Confluent PlatformStrumenti e Strategie di Stream Governance con Confluent Platform
Strumenti e Strategie di Stream Governance con Confluent Platform
confluent
 
Compose Gen-AI Apps With Real-Time Data - In Minutes, Not Weeks
Compose Gen-AI Apps With Real-Time Data - In Minutes, Not WeeksCompose Gen-AI Apps With Real-Time Data - In Minutes, Not Weeks
Compose Gen-AI Apps With Real-Time Data - In Minutes, Not Weeks
confluent
 
Building Real-Time Gen AI Applications with SingleStore and Confluent
Building Real-Time Gen AI Applications with SingleStore and ConfluentBuilding Real-Time Gen AI Applications with SingleStore and Confluent
Building Real-Time Gen AI Applications with SingleStore and Confluent
confluent
 
Unlocking value with event-driven architecture by Confluent
Unlocking value with event-driven architecture by ConfluentUnlocking value with event-driven architecture by Confluent
Unlocking value with event-driven architecture by Confluent
confluent
 
Il Data Streaming per un’AI real-time di nuova generazione
Il Data Streaming per un’AI real-time di nuova generazioneIl Data Streaming per un’AI real-time di nuova generazione
Il Data Streaming per un’AI real-time di nuova generazione
confluent
 
Unleashing the Future: Building a Scalable and Up-to-Date GenAI Chatbot with ...
Unleashing the Future: Building a Scalable and Up-to-Date GenAI Chatbot with ...Unleashing the Future: Building a Scalable and Up-to-Date GenAI Chatbot with ...
Unleashing the Future: Building a Scalable and Up-to-Date GenAI Chatbot with ...
confluent
 
Break data silos with real-time connectivity using Confluent Cloud Connectors
Break data silos with real-time connectivity using Confluent Cloud ConnectorsBreak data silos with real-time connectivity using Confluent Cloud Connectors
Break data silos with real-time connectivity using Confluent Cloud Connectors
confluent
 
Building API data products on top of your real-time data infrastructure
Building API data products on top of your real-time data infrastructureBuilding API data products on top of your real-time data infrastructure
Building API data products on top of your real-time data infrastructure
confluent
 
Speed Wins: From Kafka to APIs in Minutes
Speed Wins: From Kafka to APIs in MinutesSpeed Wins: From Kafka to APIs in Minutes
Speed Wins: From Kafka to APIs in Minutes
confluent
 
Evolving Data Governance for the Real-time Streaming and AI Era
Evolving Data Governance for the Real-time Streaming and AI EraEvolving Data Governance for the Real-time Streaming and AI Era
Evolving Data Governance for the Real-time Streaming and AI Era
confluent
 
Catch the Wave: SAP Event-Driven and Data Streaming for the Intelligence Ente...
Catch the Wave: SAP Event-Driven and Data Streaming for the Intelligence Ente...Catch the Wave: SAP Event-Driven and Data Streaming for the Intelligence Ente...
Catch the Wave: SAP Event-Driven and Data Streaming for the Intelligence Ente...
confluent
 
Ad

Recently uploaded (20)

Adobe Illustrator Crack FREE Download 2025 Latest Version
Adobe Illustrator Crack FREE Download 2025 Latest VersionAdobe Illustrator Crack FREE Download 2025 Latest Version
Adobe Illustrator Crack FREE Download 2025 Latest Version
kashifyounis067
 
How to Optimize Your AWS Environment for Improved Cloud Performance
How to Optimize Your AWS Environment for Improved Cloud PerformanceHow to Optimize Your AWS Environment for Improved Cloud Performance
How to Optimize Your AWS Environment for Improved Cloud Performance
ThousandEyes
 
F-Secure Freedome VPN 2025 Crack Plus Activation New Version
F-Secure Freedome VPN 2025 Crack Plus Activation  New VersionF-Secure Freedome VPN 2025 Crack Plus Activation  New Version
F-Secure Freedome VPN 2025 Crack Plus Activation New Version
saimabibi60507
 
Why Orangescrum Is a Game Changer for Construction Companies in 2025
Why Orangescrum Is a Game Changer for Construction Companies in 2025Why Orangescrum Is a Game Changer for Construction Companies in 2025
Why Orangescrum Is a Game Changer for Construction Companies in 2025
Orangescrum
 
Get & Download Wondershare Filmora Crack Latest [2025]
Get & Download Wondershare Filmora Crack Latest [2025]Get & Download Wondershare Filmora Crack Latest [2025]
Get & Download Wondershare Filmora Crack Latest [2025]
saniaaftab72555
 
Secure Test Infrastructure: The Backbone of Trustworthy Software Development
Secure Test Infrastructure: The Backbone of Trustworthy Software DevelopmentSecure Test Infrastructure: The Backbone of Trustworthy Software Development
Secure Test Infrastructure: The Backbone of Trustworthy Software Development
Shubham Joshi
 
Automation Techniques in RPA - UiPath Certificate
Automation Techniques in RPA - UiPath CertificateAutomation Techniques in RPA - UiPath Certificate
Automation Techniques in RPA - UiPath Certificate
VICTOR MAESTRE RAMIREZ
 
Adobe Master Collection CC Crack Advance Version 2025
Adobe Master Collection CC Crack Advance Version 2025Adobe Master Collection CC Crack Advance Version 2025
Adobe Master Collection CC Crack Advance Version 2025
kashifyounis067
 
EASEUS Partition Master Crack + License Code
EASEUS Partition Master Crack + License CodeEASEUS Partition Master Crack + License Code
EASEUS Partition Master Crack + License Code
aneelaramzan63
 
Landscape of Requirements Engineering for/by AI through Literature Review
Landscape of Requirements Engineering for/by AI through Literature ReviewLandscape of Requirements Engineering for/by AI through Literature Review
Landscape of Requirements Engineering for/by AI through Literature Review
Hironori Washizaki
 
Exploring Wayland: A Modern Display Server for the Future
Exploring Wayland: A Modern Display Server for the FutureExploring Wayland: A Modern Display Server for the Future
Exploring Wayland: A Modern Display Server for the Future
ICS
 
WinRAR Crack for Windows (100% Working 2025)
WinRAR Crack for Windows (100% Working 2025)WinRAR Crack for Windows (100% Working 2025)
WinRAR Crack for Windows (100% Working 2025)
sh607827
 
Interactive odoo dashboards for sales, CRM , Inventory, Invoice, Purchase, Pr...
Interactive odoo dashboards for sales, CRM , Inventory, Invoice, Purchase, Pr...Interactive odoo dashboards for sales, CRM , Inventory, Invoice, Purchase, Pr...
Interactive odoo dashboards for sales, CRM , Inventory, Invoice, Purchase, Pr...
AxisTechnolabs
 
Requirements in Engineering AI- Enabled Systems: Open Problems and Safe AI Sy...
Requirements in Engineering AI- Enabled Systems: Open Problems and Safe AI Sy...Requirements in Engineering AI- Enabled Systems: Open Problems and Safe AI Sy...
Requirements in Engineering AI- Enabled Systems: Open Problems and Safe AI Sy...
Lionel Briand
 
FL Studio Producer Edition Crack 2025 Full Version
FL Studio Producer Edition Crack 2025 Full VersionFL Studio Producer Edition Crack 2025 Full Version
FL Studio Producer Edition Crack 2025 Full Version
tahirabibi60507
 
Not So Common Memory Leaks in Java Webinar
Not So Common Memory Leaks in Java WebinarNot So Common Memory Leaks in Java Webinar
Not So Common Memory Leaks in Java Webinar
Tier1 app
 
Mastering Fluent Bit: Ultimate Guide to Integrating Telemetry Pipelines with ...
Mastering Fluent Bit: Ultimate Guide to Integrating Telemetry Pipelines with ...Mastering Fluent Bit: Ultimate Guide to Integrating Telemetry Pipelines with ...
Mastering Fluent Bit: Ultimate Guide to Integrating Telemetry Pipelines with ...
Eric D. Schabell
 
PDF Reader Pro Crack Latest Version FREE Download 2025
PDF Reader Pro Crack Latest Version FREE Download 2025PDF Reader Pro Crack Latest Version FREE Download 2025
PDF Reader Pro Crack Latest Version FREE Download 2025
mu394968
 
Download YouTube By Click 2025 Free Full Activated
Download YouTube By Click 2025 Free Full ActivatedDownload YouTube By Click 2025 Free Full Activated
Download YouTube By Click 2025 Free Full Activated
saniamalik72555
 
Meet the Agents: How AI Is Learning to Think, Plan, and Collaborate
Meet the Agents: How AI Is Learning to Think, Plan, and CollaborateMeet the Agents: How AI Is Learning to Think, Plan, and Collaborate
Meet the Agents: How AI Is Learning to Think, Plan, and Collaborate
Maxim Salnikov
 
Adobe Illustrator Crack FREE Download 2025 Latest Version
Adobe Illustrator Crack FREE Download 2025 Latest VersionAdobe Illustrator Crack FREE Download 2025 Latest Version
Adobe Illustrator Crack FREE Download 2025 Latest Version
kashifyounis067
 
How to Optimize Your AWS Environment for Improved Cloud Performance
How to Optimize Your AWS Environment for Improved Cloud PerformanceHow to Optimize Your AWS Environment for Improved Cloud Performance
How to Optimize Your AWS Environment for Improved Cloud Performance
ThousandEyes
 
F-Secure Freedome VPN 2025 Crack Plus Activation New Version
F-Secure Freedome VPN 2025 Crack Plus Activation  New VersionF-Secure Freedome VPN 2025 Crack Plus Activation  New Version
F-Secure Freedome VPN 2025 Crack Plus Activation New Version
saimabibi60507
 
Why Orangescrum Is a Game Changer for Construction Companies in 2025
Why Orangescrum Is a Game Changer for Construction Companies in 2025Why Orangescrum Is a Game Changer for Construction Companies in 2025
Why Orangescrum Is a Game Changer for Construction Companies in 2025
Orangescrum
 
Get & Download Wondershare Filmora Crack Latest [2025]
Get & Download Wondershare Filmora Crack Latest [2025]Get & Download Wondershare Filmora Crack Latest [2025]
Get & Download Wondershare Filmora Crack Latest [2025]
saniaaftab72555
 
Secure Test Infrastructure: The Backbone of Trustworthy Software Development
Secure Test Infrastructure: The Backbone of Trustworthy Software DevelopmentSecure Test Infrastructure: The Backbone of Trustworthy Software Development
Secure Test Infrastructure: The Backbone of Trustworthy Software Development
Shubham Joshi
 
Automation Techniques in RPA - UiPath Certificate
Automation Techniques in RPA - UiPath CertificateAutomation Techniques in RPA - UiPath Certificate
Automation Techniques in RPA - UiPath Certificate
VICTOR MAESTRE RAMIREZ
 
Adobe Master Collection CC Crack Advance Version 2025
Adobe Master Collection CC Crack Advance Version 2025Adobe Master Collection CC Crack Advance Version 2025
Adobe Master Collection CC Crack Advance Version 2025
kashifyounis067
 
EASEUS Partition Master Crack + License Code
EASEUS Partition Master Crack + License CodeEASEUS Partition Master Crack + License Code
EASEUS Partition Master Crack + License Code
aneelaramzan63
 
Landscape of Requirements Engineering for/by AI through Literature Review
Landscape of Requirements Engineering for/by AI through Literature ReviewLandscape of Requirements Engineering for/by AI through Literature Review
Landscape of Requirements Engineering for/by AI through Literature Review
Hironori Washizaki
 
Exploring Wayland: A Modern Display Server for the Future
Exploring Wayland: A Modern Display Server for the FutureExploring Wayland: A Modern Display Server for the Future
Exploring Wayland: A Modern Display Server for the Future
ICS
 
WinRAR Crack for Windows (100% Working 2025)
WinRAR Crack for Windows (100% Working 2025)WinRAR Crack for Windows (100% Working 2025)
WinRAR Crack for Windows (100% Working 2025)
sh607827
 
Interactive odoo dashboards for sales, CRM , Inventory, Invoice, Purchase, Pr...
Interactive odoo dashboards for sales, CRM , Inventory, Invoice, Purchase, Pr...Interactive odoo dashboards for sales, CRM , Inventory, Invoice, Purchase, Pr...
Interactive odoo dashboards for sales, CRM , Inventory, Invoice, Purchase, Pr...
AxisTechnolabs
 
Requirements in Engineering AI- Enabled Systems: Open Problems and Safe AI Sy...
Requirements in Engineering AI- Enabled Systems: Open Problems and Safe AI Sy...Requirements in Engineering AI- Enabled Systems: Open Problems and Safe AI Sy...
Requirements in Engineering AI- Enabled Systems: Open Problems and Safe AI Sy...
Lionel Briand
 
FL Studio Producer Edition Crack 2025 Full Version
FL Studio Producer Edition Crack 2025 Full VersionFL Studio Producer Edition Crack 2025 Full Version
FL Studio Producer Edition Crack 2025 Full Version
tahirabibi60507
 
Not So Common Memory Leaks in Java Webinar
Not So Common Memory Leaks in Java WebinarNot So Common Memory Leaks in Java Webinar
Not So Common Memory Leaks in Java Webinar
Tier1 app
 
Mastering Fluent Bit: Ultimate Guide to Integrating Telemetry Pipelines with ...
Mastering Fluent Bit: Ultimate Guide to Integrating Telemetry Pipelines with ...Mastering Fluent Bit: Ultimate Guide to Integrating Telemetry Pipelines with ...
Mastering Fluent Bit: Ultimate Guide to Integrating Telemetry Pipelines with ...
Eric D. Schabell
 
PDF Reader Pro Crack Latest Version FREE Download 2025
PDF Reader Pro Crack Latest Version FREE Download 2025PDF Reader Pro Crack Latest Version FREE Download 2025
PDF Reader Pro Crack Latest Version FREE Download 2025
mu394968
 
Download YouTube By Click 2025 Free Full Activated
Download YouTube By Click 2025 Free Full ActivatedDownload YouTube By Click 2025 Free Full Activated
Download YouTube By Click 2025 Free Full Activated
saniamalik72555
 
Meet the Agents: How AI Is Learning to Think, Plan, and Collaborate
Meet the Agents: How AI Is Learning to Think, Plan, and CollaborateMeet the Agents: How AI Is Learning to Think, Plan, and Collaborate
Meet the Agents: How AI Is Learning to Think, Plan, and Collaborate
Maxim Salnikov
 

Understanding the TCO and ROI of Apache Kafka & Confluent

  • 1. Building Value - Understanding the TCO and ROI of Apache Kafka & Confluent Lyndon Hedderly, Customer Solutions Director
  • 2. Agenda 2 01 What do we mean by business value & why measure it? 02 How to measure business value An example - Why Kafka / Why Event Streaming? 03 How to measure the value of Confluent - Confluent Platform - Confluent Cloud 04 Lessons learned & common questions 05 Discussion 12:00 - 12:30
  • 4. What do we mean by business value?
  • 5. Operational Efficiencies (cost savings / Risk Mitigation) Increasing Revenue (e.g. improving customer Experience) New Business Models (new revenue) 5 The Main Business Value Categories
  • 7. ...Is the Investment the right one? Will it deliver the best return? How do we prioritise initiatives? ...Most importantly, organizations want to know value measurements in order to ensure they are delivered. ● Everest Group - 73%of enterprises digital transformation efforts failed to provide any business value. ● McKinsey - 70%of digital transformation initiatives fail to reach their stated goals, equating to over $900 billion worth of enterprise spend. ● IDC - $256 billion spent on digital initiatives across Europe, only 26%delivered an ROI. 7
  • 8. How to measure business value? - Apache Kafka® / event streaming
  • 9. $21 M in 2018 $80 M in 2007
  • 10. Confluents Approach to Measuring Business Value 10 As-Is (Current) State + Negative Consequences (3 yr costs) Desired Solution 3 yr costs + Project Costs - Top-line business Benefits - Bottom-line Savings = Net Benefit Non-Financial Impact & Analysis: Incl. Scenarios, Sensitivities & Risks Proof-Points / Case Studies Metrics (definition of success) 5. Proof-Points4. Soft Benefits3. $ Benefits2. Target State1. Baseline
  • 11. Example - ROI for major Bank 3 yr Net benefit: > $13M As-Is (Current) State + Negative Consequences (3 yr costs) Desired Solution 3 yr costs + Project Costs - Top-line business Benefits - Bottom-line Savings = Net Benefit Non-Financial Impact & Analysis: Incl. Scenarios, Sensitivities & Risks Proof-Points / Case Studies Metrics (definition of success) 5. Proof-Points4. Soft Benefits3. $ Benefits2. Target State1. Baseline
  • 12. Current State Summary Mainframe API Calls API Calls on Mainframe - costs. $10.32M / yr Mainframe Costs + Failure Costs $1.56M / yr Cost of Failures ● Additional considerations with current state - Risk: ○ platform instability, ○ additional processing loads, ○ capacity issues, ○ security controls. API Call Type Details $ Cost / pcm $ Cost / per year Type 0 link $95,000 $1,140,000 Type 1 link $455,000 $5,460,000 Type 2 link $125,000 $1,500,000 Type 3 link $185,000 $2,220,000 Totals $860,000 $10,320,000 API failures pcm: No. $ Cost / pcm $ Cost / per year Cost = $50-$80 per failure $130,000 $1,560,000 1. Baseline
  • 13. Current State Cost Summary API Mainframe Calls & API Failure rates: 3 Years. 1. Baseline
  • 14. Event-streaming platform for Mainframe off-load / augmentation (Legacy modernization) Mainframe APACHE KAFKA ● Assume we can Off-load 50% of the Current API Calls - MIPS from the (DB2) Mainframe to read from a cache. So, reducing MIPS costs by 50% ○ Reducing mainframe reads / events (MIPS) ○ Reducing Annual Mainframe / MIPS costs by approx. $5.16M / yr (rough estimate to be ratified) ● Also assume failures decrease by 50% Reducing failure costs by $780K / yr ○ Also reducing risk: platform stability, processing loads, capacity issues, security controls. Off-load client e.g. Java Run API transactions through CDC to the Kafka Streaming Platform - reducing 50% of MIPS on mainframe; starting with Auth use case, then moving to Low, then Medium, then High volatility API calls. Target State Simpler API environment - reduced DevOps loads on APIs and reduced failures. 2. Target State
  • 15. From Current State to Target State ● Modelled a reduction in each API Type (Mainframe MIPS cost) - of 50% ● Modelled a reduction in API Failure rates of 50% ● Spreadsheet attached to model variations 3. $ Benefits
  • 16. From Current State to Target State Potential to save $17.82M over 3 years - API MIPS reduction + reduction in API Failure rates 3. $ Benefits
  • 17. Target State - Investment Costs Investment Cost Categories Set-up Ops: Yr 1 Yr 2 Yr 3 Totals Set-up: Human Effort (Capex) $1,000,000 $1,000,000 Set-up: Human Effort - Partner / SI (Capex) $200,000 $200,000 Ops: Human Effort (Opex) $250,000 $250,000 $250,000 $750,000 Ops: Hardware & Software Costs (Opex) $250,000 $250,000 $250,000 $750,000 Confluent Subscription Investment $500,000 $500,000 $500,000 $1,500,000 Confluent Professional Services $50,000 $50,000 $100,000 Totals $1,750,000 $550,000 $1,000,000 $1,000,000 $4,300,000 2. Target State
  • 19. Net Benefit (benefits minus investment costs) Total 3 Year: Net benefit = $13.52M Project Costs = $4.3M Gross benefit = $17.82M 3. $ Benefits
  • 20. Business Value - 3 Yrs... 3. $ Benefits Operational Efficiencies (cost savings / Risk Mitigation) Increasing Revenue (e.g. improving customer Experience) New Business Models (new revenue)
  • 21. Not quantified... ● Increased developer velocity → faster time to market ● Being more agile → greater business responsiveness ● Improvement on the business use-cases etc... And what is the cost of doing nothing? Further [intangible] Business Benefits 4. Soft Benefits
  • 22. The many different use cases for event streaming... $↑ $↓ $↔
  • 23. How to Measure Business Value? - Confluent
  • 25. Confluent Products: Software and SaaS 2525 Confluent Platform The Enterprise Distribution of Apache Kafka In the datacenter VM Confluent Cloud Apache Kafka Re-Engineered for the Cloud In the cloud Both: Subscription products where price scales with usage
  • 26. Confluent Platform completes Apache Kafka with a full set of enterprise features and services Dynamic Performance & Elasticity Flexible DevOps Automation GUI-driven Mgmt & Monitoring Event Streaming Database Rich Pre-built Ecosystem Multi-language Development Global Resilience Data Compatibility Enterprise-grade Security TCO / ROI Revenue / Cost / Risk Impact Complete Engagement Model Efficient Operations at Scale Unrestricted Developer Productivity Production-stage Prerequisites Partnership for Business Success ARCHITECTOPERATORDEVELOPER EXECUTIVE Apache Kafka Committer-driven Expertise Training Partners Enterprise Support Professional Services
  • 27. Confluent Platform impacts crucial cost & value drivers to help your business achieve its goals Reduced Operations Burden Improved Development Efficiency Lower Security Risk Minimal Downtime Lower TCO Higher ROI De-risked Investment Efficient Operations at Scale Unrestricted Developer Productivity Production-stage Prerequisites Partnership for Business Success ARCHITECTOPERATORDEVELOPER EXECUTIVE Apache Kafka Smaller Infrastructure Footprint Productivity improvements “Intangible” benefits Faster Time to Value Business outcomesInfrastructure savings
  • 28. Confluent Platform subscription could reduce your 3 year TCO by up to ~40% 28 Cost Drivers for TCO 1. Infrastructure 2. Productivity a. Platform Development b. Platform Operations 3. Intangibles a. Downtime b. Security Risk 4. Confluent Subscription ~$3.6M overall TCO reduction (~40%) Illustrative cluster using Tiered Storage, Self-Balancing, Operator, RBAC, and more ILLUSTRATIVE
  • 29. Confluent Platform subscription drives savings in infrastructure, productivity, and intangible costs 29 Infrastructure and Productivity savings ~$2.2M “Intangibles” ~$2.0M ILLUSTRATIVE
  • 30. Infrastructure and Productivity costs ~$2.2M CP subscription pays for itself with savings in infrastructure and productivity costs alone 30 ILLUSTRATIVE
  • 31. Confluent Products: Software and SaaS 3131 Confluent Platform The Enterprise Distribution of Apache Kafka In the datacenter VM Confluent Cloud Apache Kafka Re-Engineered for the Cloud In the cloud Both: Subscription products where price scales with usage
  • 32. Cost of self-managed vs Confluent Cloud ~40-60% cost savings annually with Confluent Cloud $1.5M+ (68%)
  • 33. Annual costs with self-management Maintaining a production-ready Kafka environment is complex and costly 1 2 3 $550K - $750K $800K - $1.1M $200K - $300K $1.6M - $2.2M The true cost of self-managing Kafka extends beyond the cost of software itself
  • 34. 3-year cumulative TCO savings With Confluent Cloud, $10M+ (50%) in savings over three years $10M+
  • 35. TCO is only part of the story… Accelerate & de-risk time-to-value, and maximize your ROI with Confluent Maximize return on investment Deliver higher returns with your project by launching faster and reducing operational burden Reduce total cost of ownership Operate more efficiently with lower infra cost, maintenance, and downtime risk Accelerate time-to-value Deploy Kafka at any scale with massively reduced timelines with Confluent
  • 36. Lessons learned & some common questions
  • 37. When should we measure business value? How long does it take to complete a business case? 37
  • 38. What information is required? How do we ensure credibility / get estimates? - modeling a range 38
  • 39. From 1 hr 21m to <50 mins = 30 mins saving / journey X £20 / hr (av. productivity) = £10 / journey X 3M journeys / yr = £30M / Yr, or £300M over 10 yrs. > £1Bn
  • 40. Using a narrative, with visuals and data 40
  • 41. Value can be subjective 41
  • 44. Summary 44 01 What do we mean by business value & why measure it? 02 How to measure business value - Why Kafka? What Event Streaming? 03 How to measure the value of Confluent / Why Confluent? - Confluent Platform - Confluent Cloud 04 Lessons learned & common questions 05 Discussion 12:00 - 12:30
  • 45. cnfl.io/meetups cnfl.io/slackcnfl.io/blog Thank you! For a conversation contact Lyndon@confluent.io Link to Project Metamorphosis https://www.confluent.io/blog/cost-effective-kafka-for-lower-tco/ Get a free TCO assessment https://www.confluent.io/project-metamorphosis/cost-effective/
  • 47. The Cost-Efficient Way to Deploy Kafka Confluent Platform (case study: top 20 bank) Confluent IP (Tiered Storage) reduced broker nodes ~70% Est. savings of $5M per year vs. Open Source AK Confluent Cloud (common scenario) 1 2 3 ⬇50 % Cloud Infrastructure Operational (FTE) Support and other spend Total self-managed Confluent Cloud Ask about our TCO Calculator...
  • 48. Each Confluent Platform feature has targeted TCO benefits compared to DIY Apache Kafka Customer benefit Confluent Commercial Feature Feature description Global resilience Multi-region Clusters Simplified DR architecture with fully automated recovery to reduce operational complexity and minimize risk of downtime & data loss Dynamic perf. & elasticity Tiered Storage Offloading of older data to inexpensive object storage to reduce infrastructure costs Self-balancing Clusters Automated data balancing to optimize performance & eliminate complex manual tasks Enterprise-grade security RBAC Granular authorization of access by users/groups to prevent security breaches Audit Logs Observability of security-related user actions to simplify analyses and forensics Secret Protection Built-in encryption of sensitive information (e.g., passwords & other credentials) Rich, pre-built ecosystem Connectors 100+ pre-built, fully supported connectors, including S3, Elastic, HDFS, and JDBC GUI-driven mgmt. Control Center GUI to simplify operations at scale and to monitor adherence to pre-established SLAs Flexible DevOps automation Operator Kubernetes automation to accelerate time-to-value and improve DevOps agility Committer-driven expertise Support World’s foremost Kafka experts for support throughout the application lifecycle PS and Training Hands-on Kafka experts to ensure business maximizes value from event streaming 3. VALUE OF CONFLUENT PLATFORM
  • 49. Each Confluent Platform feature has targeted TCO benefits compared to DIY Apache Kafka 49 Customer benefit Confluent Commercial Feature Infra- structure Platform Development Platform Operations Downtime Security Risk Time-to- Value Global resilience Multi-region Clusters ⬤ ⬤ ⬤ ⬤ Dynamic perf. & elasticity Tiered Storage ⬤ Self-balancing Clusters ⬤ ⬤ ⬤ Enterprise-grade security RBAC ⬤ ⬤ ⬤ Audit Logs ⬤ ⬤ ⬤ Secret Protection ⬤ ⬤ Rich, pre-built ecosystem Connectors ⬤ ⬤ GUI-driven mgmt. Control Center ⬤ ⬤ ⬤ Flexible DevOps automation Operator ⬤ ⬤ ⬤ Committer-driven expertise Support ⬤ ⬤ ⬤ ⬤ ⬤ PS and Training ⬤ ⬤ ⬤ ⬤ ⬤ 3. VALUE OF CONFLUENT PLATFORM
  • 50. Platform Component Prod Node Count Infrastructure Costs1 Associated CP Component Prod Node Count Infrastructure Costs1 Rationale for TCO change Broker 9 $167K Tiered Storage; Self-Balancing 3 $44K Fewer, “lightweight” brokers ZooKeeper 5 $22K Multi-Region; Fewer Brokers 3 $13K Federated ZK over stretch cluster Connect 4 $23K RBAC 2 $12K Fewer, multi-tenant clusters Replicator / MM2 0 $0K Multi-Region 0 $0K No Connect cluster for replication REST Proxy 0 $0K NA 0 $0K NA Schema Registry 2 $3K NA 2 $3K NA ksqlDB 2 $12K NA 2 $12K NA Control Center 0 $0K NA 1 $7K Add’l node required for C3 Operator 0 $0K NA 1 $2K Kubernetes distribution Tiered Storage NA $0K NA NA $6K Enables “lightweight” brokers TOTAL 22 $258K 14 $129K Tiered Storage, Self-balancing, Multi-region Clusters, and RBAC can save ~50% in infra costs Yearly Infrastructure Requirements and Costs 1 - Aggregated costs across Prod, Pre-Prod, and Dev; Assumes GCP pricing w/ 20% discount; Networking Costs not allocated to any component but are included in TOTAL row Apache Kafka Confluent Platform ~$128K annual savings Infrastructure3. VALUE OF CONFLUENT PLATFORM
  • 51. Platform Development Task Engineer- Months One Time or Recurring? Associated CP Component Est. Time Reduction from Component Cost Reduction Developer Kafka ramp up 1 per Eng One time PS, Training, Support 25% $17K Building connectors (design, develop, test, QA) 4 per connector One time Pre-built Connectors 100% $133K Maintaining connectors 1 per connector Recurring Pre-built Connectors 100% $100K Integrating with partition reassignment tool 1 One time Self-Balancing Clusters 100% $17K Deploying failover logic for multi-DC deployment (config MM2 and clients) 24 One time Multi-Region Clusters 100% $0K Building audit logs 24 One time Structured Audit Logs 100% $400K Integrations with APMs/OSS management tools and designing metrics dashboard 4 One time Control Center 50% $33K General development troubleshooting 8 Recurring Support 50% $200K Audit logs, connectors, and services can reduce platform development costs by ~40% Platform Development tasks with associated CP component $600K one time + $100K annual savings1 - Assumes 2 connectors to build and maintain Assumes 4 Dev FTEs at $200K / year Platform Development3. VALUE OF CONFLUENT PLATFORM
  • 52. Platform Operations Task Engineer- Months One Time or Recurring? Associated CP Component Est. Time Reduction from Component Cost Reduction Architecture design 4 One time PS, Support 25% $25K Capacity planning 2 One time Operator, Tiered Storage, Self-Balancing 50% $25K Configuration and deployment 4 One time Operator, PS, Support 50% $50K Upgrading cluster 2 Recurring Operator 100% $150K Scaling cluster 2 Recurring Operator, Tiered Storage, Self-Balancing 100% $150K Disaster recovery 4 Recurring Multi-Region Clusters, Support 25% $75K Performance testing and monitoring 2 Recurring Control Center 25% $38K Day-to-day operations 6 Recurring Control Center, Training, Support 25% $113K Troubleshooting and maintenance 8 Recurring Control Center, PS, Training, Support 50% $300K Operator, Control Center, and services can cut ~50% of costs for platform operations Platform Operations Task with associated CP component 1 - Total of 24 Engineer-Months for 2 FTE were allocated among recurring tasks $100K one time + $275K annual savings Assumes 2 Operator FTEs at $300K / year Platform Operations3. VALUE OF CONFLUENT PLATFORM
  • 53. Confluent Platform subscription also reduces the hidden costs of downtime and security breaches 53 3. VALUE OF CONFLUENT PLATFORM “Intangibles” ~$2.0M ILLUSTRATIVE
  • 54. Uptime Downtime Cost per Year 97.0% $1.00M 97.5% $0.83M 98.0% $0.67M 98.5% $0.50M 99.0% $0.33M Multi-region Clusters, Control Center, & Support can greatly reduce risk of costly cluster downtime 54 Key Assumptions ● Estimate of downtime cost ● 97.5% uptime with DIY Apache Kafka ● Conservative estimate of ~1.5% improvement in uptime with CP subscription - Multi-Region Clusters, Control Center, Support, PS $3.8K Downtime Cost per Hour1 2 3 1 2 3 ~$500K annual savings Downtime Hidden costs of downtime 1. Reputation loss 2. Fines and audits 3. Reduced CSAT 4. Lost data 5. SLA penalties 3. VALUE OF CONFLUENT PLATFORM
  • 55. Risk of Security Breach Yearly Cost of Security Breaches 4% $160K 8% $320K 12% $480K 16% $640K 20% $800K Confluent has a host of security features to prevent potentially catastrophic security breaches 55 Key Assumptions ● Estimate of Cost of Security breach - Based on IBM Cost of a Data Breach Study ● 16% Risk of Security Breach with Apache Kafka - Based on IBM Cost of a Data Breach Study ● Conservative estimate of ~4% reduction in risk of security breach with CP subscription - RBAC, Audit Logs, Secret Protection, PS, Support 1 2 2 3 Security risk ~$160K annual savings $4.0M Cost of Security Breach1 3 Hidden costs of security breaches 1. Reputation loss 2. Fines and audits 3. Reduced CSAT 3. VALUE OF CONFLUENT PLATFORM
  • 56. Reduce TCO, accelerate & de-risk time-to-value, and maximize your ROI with Confluent Platform Maximize return on investment Achieve at least ~2.5x ROI on your Confluent Platform subscription and de-risk your Kafka project Reduce total cost of ownership Operate up to ~40% more efficiently with lower infra, productivity, and intangible costs Accelerate time-to-value Deploy Kafka at any scale ~6+ months faster with Confluent Platform 3. VALUE OF CONFLUENT PLATFORM
  • 57. Time-to-value $10M $25M $50M 6 months $5.0M $12.5M $25.0M 9 months $7.5M $18.8M $37.5M 12 months $10.0M $25.0M $50.0M 15 months $12.5M $31.3M $62.5M Pre-built connectors, security features, and services can greatly accelerate time-to-value 57 Key Assumptions ● Value attached to project of $25M ● 12+ months to production with DIY Apache Kafka ● Reduced time-to-value of 6+ months with CP subscription ○ Security features, Operator, and Support can speed up at-scale Kafka deployment by ~50% ○ Pre-built connectors, Multi-Region Clusters, & Audit Logs allow developers to focus on building Kafka apps, not foundational tools / logic ○ ~40% of our PS customers say PS engagement alone saved them 4+ weeks of time Yearly value attached to Kafka project One-time Benefit of Improved Time-to-Value 1 2 3 1 2 3 Time-to-value ~$12.5M in value 3. VALUE OF CONFLUENT PLATFORM
  • 58. Reduce TCO, accelerate & de-risk time-to-value, and maximize your ROI with Confluent Platform Maximize return on investment Achieve at least ~2.5x ROI on your Confluent Platform subscription and de-risk your Kafka project Reduce total cost of ownership Operate up to ~40% more efficiently with lower infra, productivity, and intangible costs Accelerate time-to-value Deploy Kafka at any scale ~6+ months faster with Confluent Platform 3. VALUE OF CONFLUENT PLATFORM
  • 59. Confluent Platform Change from Apache Kafka Reduction in Infrastructure $0.4M 50% Reduction in Development $0.9M 40% Reduction in Operations $0.9M 50% Subscription Cost -$0.6M NA ROI on Subscription 2.5x NA Maximize return on investment Confluent helps accelerate time-to- value while reducing total cost of ownership, driving significant ROI ROI is even greater when accounting for intangible costs and benefits Reduced downtime Reduced security risk Accelerated time-to-value (Cost savings - Subscription) Subscription 3. VALUE OF CONFLUENT PLATFORM ILLUSTRATIVE
  • 60. Not only will a Confluent Platform subscription drive a significantly positive ROI... ...Confluent will also de-risk and maximize the ROI of your event streaming use case 3. VALUE OF CONFLUENT PLATFORM
  • 61. Appendix Confluent Cloud - Savings Examples
  • 62. 62 Build more quickly and efficiently with Confluent Cloud platform benefits developer productivity time to market 3 2 1 Self-managed Kafka Confluent Cloud Manual sizing, provisioning, expansion, and maintenance of Kafka clusters Requires custom built tools, integrations, and capacity planning Instant cluster provisioning and scaling. Fully managed maintenance and upgrades. Fully managed tools and features (KSQL, Schema Registry, Connectors, Data flow UI) Point-to-point solutions, one-off integrations, exponentially increasing complexity to maintain service Data access across the organization and across apps on a universal event streaming platform
  • 63. Go to market in 6 months vs. 2+ years Traditional Kafka Development Development with Confluent Cloud 6-9 months to hire Kafka resources 3 months to ramp Project Kickoff 9-12 months build the production-grade Kafka platform and develop application Start in 1 week 3-6 months to focus on app development, not managing Kafka Project Kickoff Launch your application in months and grow your business $$$ Go to market in 2 years Go to market in 6 months
  • 64. Next-gen cybersecurity company built their massive scale (GBps+) threat intelligence app in 6 months vs. 2 years. Confluent Cloud customers often realize 50-75% reduction in time to market. Increase speed to market ⬇75% Leading financial institution launched their real-time market data service in 3 months vs. 1 year with alternatives. ⬇75% European web analytics company launched their ML application in 1 week. ⬇50% Time to market impact with Confluent Cloud
  • 65. Instantly connect popular data sources & sinks 20+ Partner Supported (self-managed) Data Diode Confluent Supported (self-managed) 80+ Growing list of fully managed connectors (*preview) 10+ ** * ***
  • 66. Enable event-driven app development on a common platform Hadoop ... Device Logs ... App ...MicroserviceMainframes Data Warehouse Splunk ... Data Stores Logs 3rd Party Apps Custom Apps / Microservices Real-time Inventory Real-time Fraud Detection Real-time Customer 360 Machine Learning Models Real-time Data Transformation ... Contextual Event-Driven Applications Universal Event Pipeline
  • 67. 1 Infrastructure costs $0.5M - 0.75M annually Infrastructure costs are included with Confluent Cloud DELETE AFTER UPDATING SLIDE Update the range of $s above this box (“$0.4-1M annually”) Annual Infrastructure Costs Compute $50K - $100K Storage $150K - $200K Network $350K - $450K Total $550K - $750K
  • 68. Successfully managing Kafka at scale has a large operational burden: 2 Operational costs $6-7M annually Reducing this operational burden allows engineers to focus on higher-value work such as: ● Tooling ● Architectural guidance ● Making Kafka efficient across the organization ● Transitioning infrastructure to the cloud Company Years Running Kafka Kafka and Support FTEs Approximate Annual Cost Transportation startup 6+ 75+ $20-30M Streaming content provider 5+ 50+ $15-20M Top 10 US bank 7+ 30+ $10M Social network 8 50+ $15-20M Company 2-3 13 $6-7M Confluent Cloud frees developers to focus on what matters most DELETE AFTER UPDATING SLIDE Update the range of $s above this box (“$6-7M annually”) Update the last row in the table on the right w/ your customer’s actual headcount and cost
  • 69. Over 1 million hours of Kafka expertise Expert support engineers have solved tens of thousands of Kafka-related issues Covers Kafka issues and platform issues Access to experts who specialize in Kafka development; not just maintenance Committer-led support available 24/7 80% of Apache Kafka commits made by Confluent Employees $0.5-1M with 3rd party support Built in to Confluent Cloud* DELETE AFTER UPDATING SLIDE Update the range of $s above this box DELETE AFTER UPDATING SLIDE Update the range of $s below this box 3 Support and services Customers trust Confluent expertise to empower their most critical workloads $0.5 - 1M annually Confluent Cloud comes with 99.95% uptime SLA and managed upgrades * Developer support or higher required
  • 70. Operational cost comparison ~40-60% cost savings annually with Confluent Cloud DELETE AFTER UPDATING SLIDE Update the range of %s below in the purple band (“~40-60%”) with the real range Self-Managed Confluent Cloud Infrastructure $0.6M - $0.8M Included Operational Costs $0.8M - $1.1M $150K - $250K Support Costs $0.4M - $0.6M Included Confluent Spend $400K - $550K Total $1.8M - $2.4M $550K - $800K
  • 71. 3-year cumulative opex savings With Confluent Cloud, $2M+ (50%) in savings over three years $2M+DELETE AFTER UPDATING SLIDE Update the numbers to the right: “$10M+”. Either replace with text directly on this slide, or copy cell I5 from the google sheet “Slide 15…” DELETE AFTER UPDATING SLIDE Update the numbers below in the purple band (“$10M+ (50%)”) with the real numbers from the sheet “Slide 15…” in the google sheets workbook
  • 72. Confluent Cloud delivers more value while reducing costs Increase speed to market Reduce total cost of ownership Maximize return on investment Reduce ongoing operating expenses Operate more efficiently with lower infra, maintenance, and development costs Minimize risk and indirect costs Maintain peak productivity with lower risk and higher service availability and quality
  • 73. Indirect cost of risk Security infringement Performance degradation Downtime 3 2 1 Self-managed Kafka Confluent Cloud Significant investment required to maintain reliable platform operations Lost productivity due to prolonged incident diagnosis and resolution 99.95% uptime SLA. High availability, even during upgrades and planned maintenance Always-available 24/7 support and maintenance to prevent issues and recover more quickly High stakes operation to manage mission-critical infrastructure. Often complex and expensive to manage Enterprise grade security and compliance. Fully managed security at rest and in transit.
  • 74. Confluent Cloud comes with 99.95% uptime SLA and managed upgrades $100M $1B $10B Revenue tied to Kafka Self-managed uptime (hours down per year) 98% 175 hours 99% 88 hours 99.9% 9 hours 99.95% 4 hours $2M $20M $200M $1M $10M $100M $100k $1M $10M $50k $500k $5M Hours lost and cost impact Confluent Cloud uptime SLA DELETE AFTER UPDATING SLIDE Update the range of $s above this box (“$2-3M annually”) Cost of Downtime Each minute of downtime represents lost revenue, reduced developer productivity, and lower customer satisfaction $2 - 3M annually
  • 75. 5 incidents per year can costs $1.2M per year Performance degradation Even with minimal actual outage time, organizations suffer performance degradation that reduces developer productivity $1-2M annually ~$375k fully loaded cost per FTE = $1,500 per FTE per working day Ongoing cost of prevention and recovery: Hours of degradation Users impacted Hourly cost per user % productivity loss × × × 2,000 total employees × 25% software engineers × 25% work on Kafka-related projects = ~125 employees Customer example ~25% productivity loss due to performance degradation ~5 days of degradation per incident $230k per incident
  • 76. Mitigate risk with enterprise-grade security and compliance Security infringement Security risks can impose significant costs to an organization in the form of detection and resolution, fines and reparations, and reputational harm to the business. On average, it costs a company $3-4M per data breach Source: IBM “Cost of a Data Breach Report”, 2019 Confluent Cloud security features Secure data against unwanted access ● Data at rest encryption ● Data in motion encryption ● Private networking connectivity1 Control access to cluster & resources ● SAML / SSO for user access ● API Keys for app access ● Access Control Lists (ACLs) Protect sensitive data in the cloud ● SOC 1, SOC 2, SOC 3 ● PCI, HIPAA1 ready, GDPR ready 1 Available on Dedicated clusters only
  • 77. Confluent Cloud delivers more value while reducing costs Increase speed to market Reduce total cost of ownership Maximize return on investment Reduce ongoing operating expenses Operate more efficiently with lower infra, maintenance, and development costs Minimize risk and indirect costs Maintain peak productivity with lower risk and higher service availability and quality
  • 78. Overall TCO comparison +80% TCO savings annually with Confluent Cloud DELETE AFTER UPDATING SLIDE Update the range of %s below in the purple band (“~40-60%”) with the real range Self-Managed Confluent Cloud Operating expenses Infrastructure $0.6M - $0.8M Included Operations $0.8M - $1.1M $0.2M - $250K Support and services $0.4M - $0.6M Included Indirect costs Downtime $2.1M - $2.8M $0.4M - $0.5M Performance degradation $1.0M - $1.4M n/a Confluent Spend $400K - $550K Total $4.8M - $6.5M $900K - $1.3M
  • 79. Reduce total cost of ownership Operate more efficiently with lower infra cost, maintenance, and downtime risk Increase speed to market Deploy Kafka at scale within 1 week of starting with Confluent Accelerate and amplify business value creation Maximize return on investment Deliver higher returns with your project by launching faster and reducing operational burden
  • 80. Maximize return on investment Confluent helps reduce time to market and total cost of ownership, leading to significant ROI improvement Self-managed Confluent Cloud Benefit with Confluent Initial app development $250k $250k No change Run-rate cost of Kafka ownership $300k $80k 80% lower cost First year revenue $0M $200k 75% lower time to market 3-year total revenue $1.9M $2.7M 44% higher revenue ROI* 50% 300% 6x higher ROI Illustrative Cumulative earnings (3 years) 6x higher return With Confluent Cloud Self-managed Methodology: ● Calculated as 3-year return on investment ● Assumes 25% COGS + 25% cost of Kafka in self-managed case; 25% COGS + 5% cost of Kafka in Confluent case ● Assumes 2 year time-to-market in self-managed case; 6 months in Confluent case ● Assumes 10% WACC SMALL EXAMPLE Use as appropriate
  • 81. Maximize return on investment Confluent helps reduce time to market and total cost of ownership, leading to significant ROI improvement Self-managed Confluent Cloud Benefit with Confluent Initial app development $1MM $1MM No change Run-rate cost of Kafka ownership $1.3M $0.3M 80% lower cost First year revenue $0M $0.8M 75% lower time to market 3-year total revenue $7.5M $11M 44% higher revenue ROI* 50% 300% 6x higher ROI Illustrative Cumulative earnings (3 years) 6x higher return With Confluent Cloud Self-managed Methodology: ● Calculated as 3-year return on investment ● Assumes 25% COGS + 25% cost of Kafka in self-managed case; 25% COGS + 5% cost of Kafka in Confluent case ● Assumes 2 year time-to-market in self-managed case; 6 months in Confluent case ● Assumes 10% WACC MEDIUM EXAMPLE Use as appropriate
  • 82. Maximize return on investment Confluent helps reduce time to market and total cost of ownership, leading to significant ROI improvement Self-managed Confluent Cloud Benefit with Confluent Initial app development $6MM $6MM No change Run-rate cost of Kafka ownership $10M $2M 80% lower cost First year revenue $0M $5M 75% lower time to market 3-year total revenue $45M $65M 44% higher revenue ROI* 50% 300% 6x higher ROI Illustrative Cumulative earnings (3 years) 6x higher return With Confluent Cloud Self-managed Methodology: ● Calculated as 3-year return on investment ● Assumes 25% COGS + 25% cost of Kafka in self-managed case; 25% COGS + 5% cost of Kafka in Confluent case ● Assumes 2 year time-to-market in self-managed case; 6 months in Confluent case ● Assumes 10% WACC LARGE EXAMPLE Use as appropriate