How Personalized Insights and Engagements using Customer Data Platforms and Enterprise Data Hubs are of utmost importance for Enterprises to make data driven decisions to be a market leader.
Get the fundamentals right for the CDP and activate your goldmine.
The martech and adtech landscape is rapidly evolving, marketers are overwhelmed, and often paralyzed by endless choices. This two-part masterclass begins with the steps required to get your first-party data strategy right with a systematic approach. Regardless if you are considering a CDP, already have one, or if you are not even sure what CDP is, this course will help you get your ducks in a row. The second part of the masterclass focuses on pushing your activation channels to their limits, powered by your data strategy by leveraging AI and Machine Learning.
Microsoft Dynamics 365 Customer Insights MasterclassCraig Ramsay
It’s impossible to build a thriving business without a complete understanding of your customer.
The session is designed to offer a practical guide to getting started with a Customer Data Platform (CDP).
Benefit from Kin + Carta’s 25+ years’ experience in harnessing data to build Single Customer Views and Customer Data Platforms, powering transformational CRM for brands such as Shell, Tesco Bank and Jaguar Land Rover.
CDP for Retail Webinar with Appnovation - Q2 2022.pdfAcquia
The document discusses how retailers can harness customer data through a customer data platform (CDP) to personalize customer experiences. It outlines that CDPs can help overcome data silos, provide a unified 360-degree view of customers, and put customer data to work driving revenue through better understanding customers. Specific benefits mentioned include collecting first-party data directly, avoiding data silos, unifying cross-channel execution, and getting to know customers better. Use cases are provided showing how machine learning models in a CDP can improve customer engagement and spending.
Impulsar el negocio de los medios de comunicación gracias al Big Data con IBM...ACTUONDA
Impulsar el negocio de los medios de comunicación gracias al Big Data con IBM.
Presentación de Elisa Martin Garijo, Chief Technology IBM Spain
@ElisaGarijo
Primer encuentro BIG MEDIA
Conectando Media, Audiencia y Publicidad con Datos
24 de junio 2014, Madrid
• Sponsor Platinum : Perfect Memory
• Sponsor Gold : Stratio, Paradigma
• Con el apoyo de : Big Data Spain, Medios On
• Socio tecnológico : Agora News
• Organizadores : Actuonda y Cátedra Big Data UAM-IBM
• Contacto : Nicolas Moulard (Actuonda) [email protected] @Radio_20
www.bigmediaconnect.es
The document provides an overview of a Master Class on CDP fundamentals being held in Auckland, New Zealand. It discusses setting goals for a first party data strategy including prioritizing existing vs new customers and revenue growth. It outlines challenges around siloed customer data and lack of integration. The presentation covers how a CDP can create a unified customer profile and drive insights through segmentation and activation across channels. A 5 step plan is proposed for CDP deployment including connecting data sources, ingesting data, identity resolution, segmentation and activating audiences. Tips are provided around managing complexity and effort of the ingestion process.
Redefining Analytics and Commerce in the age of the empowered consumer_FrankT...IBM Switzerland
This document discusses how mobile technology and social media are reshaping business and consumer expectations. It notes that consumers now expect seamless, personalized experiences across all channels and want more control over how and when they interact with brands. The document advocates that companies take an integrated approach to commerce that focuses on customer experience, value chain optimization, and customer insight in order to deliver exceptional customer experiences.
Industry Shake-Up: 2023 Commerce Trends To Rock Your WorldAggregage
Join this exclusive conversation with our expert panelists and learn how you can thrive as an e-commerce retailer - even when faced with adverse market challenges. Don't miss out; register today!
Cognitive computing enables new ways of understanding vast amounts of structured and unstructured data. This document discusses how cognitive systems can be applied across industries to enhance customer experience by discovering new insights, making evidence-based recommendations, and engaging with customers in natural language. It provides examples of how cognitive computing is being used in healthcare to help oncologists develop personalized treatment plans, in banking to power virtual assistants and fraud detection, and in retail to better understand customers and guide personalized shopping experiences. The document argues that cognitive systems can augment existing analytics and software solutions to continuously learn from new data and interactions.
Bridging the Personalization Gap - Adnan SauafSITA
There is a lot of talk about personalizing the message and offers to your customers but sadly the research shows that companies are not even identifying the customer correctly instead using multiple marketing tools to bombard the customer with competing offers across channels.
Social has played an essential, introductory role in brands’ digital transformation. It has shown tangible results and allowed to track change and progress.
But how can you leverage any social media operation to transcend beyond its direct impact? This webinar explores the future and evolution of content studios, from social only to full-on digital.
Acquisition, Loyalty and Retention: How a CDP Creates Customers for LifeTealium
The document discusses how a customer data platform (CDP) can be used to increase customer loyalty and retention through unified customer profiles and data-driven use cases. It recommends starting with basic use cases like cart abandonment campaigns, then progressing to more advanced uses like lookalike audiences and honoring consumer consent preferences. The ultimate goal is achieving a true single customer view through a CDP to personalize experiences across channels in real-time. An example is provided of how the Utah Jazz increased revenue and performance through their CDP implementation.
The explosion of the social conversation along with the proliferation of mobile technology has changed our lives, more than we ever could have imagined.
The explosion of mobile technologies and rapid adoption of social networks have completely impacted our human behavior -- our communication methods, engagement principles, our belief and trust systems, and even our decision making criteria and models.
Firms need to understand these new principles and adopt them -- genuinely and proactively -- if they want to effectively engage clients.
How has the client changed and why does your firm need to reflect this? Because your success will depend on it, and so will your identity.
Today’s buyer is smart and getting smarter by the minute. From virtually anywhere, they can find out about you, your services, your competitors, whether your clients are happy—and most importantly, with a mere 140 characters, they can impact your brand.
Today, firms must face the reality of super consumers. They are unbelievably informed, highly fickle, and extremely powerful with a nearly unpredictable purchase path.
They have unprecedented access to information, the ability to easily compare fees, costs or services in a matter of clicks, access to reviews—whether from a trusted confidant, highly rated industry source, or someone merely taking to their social network to make their experience known.
And they can easily do the same—joining the social conversation with their experience and recommendation to others – giving a “like”, “thumbs up”, happy face, or not, and with a click of the button can make an impression on your brand.
It is no surprise then that firms who wish to remain competitive in this new age are concentrating their efforts on creating amazing client experiences…
Today’s client is smart and getting smarter by the minute. From virtually anywhere, they can find out about you, your firm, your competitors, whether your clients are happy—and most importantly, with a mere 140 characters, they can impact your brand.
• Today, law firms must face the reality of super consumers. They are unbelievably informed, highly fickle, and extremely powerful with a nearly unpredictable purchase path.
• They have unprecedented access to information, the ability to easily compare firms, fees or feedback in a matter of clicks, access to reviews—whether from a trusted confidant, highly rated industry source, or someone merely taking to their social network to make their experience known.
• And they can easily do the same—joining the social conversation with their experience and recommendation to others – giving a “like”, “thumbs up”, happy face, or not, and with a click of the button can make an impression on your brand.
• Everyone has probably heard the United Breaks Guitars story; it epitomizes the challenge firms face – each individual now has a powerful voice. In this example, United Airlines was unresponsive to a passenger’s complaints that his guitar was broken by negligent baggage handlers (he actually saw them throwing his beloved instrument through the air as he was waiting to deplane). This treatment lead him to record a song about his experience that he posted on YouTube. Over 12 million views later, this YouTube sensation has written a book on the very topic of how powerful one voice can be in the age of social media.
IBM Solutions Connect 2013 keynote presentation talking about emerging challenges in today's business world and various technologies that can help decision makers address these challenges and drive their business forward. Smart ideas. Smarter actions.
The retailer wanted to create a unified customer data platform to provide complete visibility across their customer's omnichannel touchpoints and move from siloed data to a 360-degree view. Tredence helped build a CDP that integrated over 70 data sources, processed 250TB of data weekly, and increased addressable customer data visibility by 14%. This allowed the retailer to put the customer at the center of decisions, optimize their $3B marketing budget, and win a larger share of partners' advertising dollars in a cookie-less world.
AI & Data Analytics: 3 Ways They Can Improve Customer Experience And EngagementQuekelsBaro
Analytics, data, and AI have the potential to enrich marketers’ understanding of their customers’ experiences in order to deliver meaningful, relevant experiences in the future.
Digital Customer Experience Strategies Summit | New York | September 24th & 2...Thomas Barnes
Protect your reputation, profits and ensure customer loyalty. Design digital customer experiences that engage your customers anytime, anywhere.
Creating a unified and personalized customer experience across channels is pivotal to any modern business strategy. Given the proliferation of digital channels, companies need to strategize how best to use digital channels that reconcile business and brand objectives with customer needs.
Develop an action plan to make customer-centricity in this digital age a core element of your company’s daily operations. Collect best practices to track your customers’ experiences and optimize the performance of your digital projects. Source the right tools and develop key processes to prioritize your digital investments and identify areas for improvement that will maximize your ROI.
Benchmark your company against internationally recognized digital customer experience programs and interact with cross-industry leaders in interactive Q&A sessions. Digital has the power to innovate and it is here to stay; you do not want to be behind the curve.
Your next step — this conference!
Implement 10 key digital customer experience best practices / solutions / strategies:
1. Incorporate customer – centricity to align your operational processes
2. Improve your digital CX performance with actionable data analytics
3. Manage social conversations effectively
4. Create digital experiences to secure customers over your fastest growing channels
5. Increase engagement and deliver value through mobile
6. Leverage digital innovations to drive customer experience
7. Align business objectives with customer needs
8. Deliver consistent omni-channel experiences
9. Benchmark your success to uncover new opportunities
10. Capitalize on digital channels to increase conversion
The Power of Intelligent CX: Discovering Trends in the Age of AILucy Zeniffer
The Power of Intelligent CX: Discovering Trends in the Age of AI" delves into how Artificial Intelligence revolutionizes Customer Experience (CX). Exploring emerging trends and insights, it illuminates how businesses leverage AI to understand, engage, and satisfy customers. From personalized interactions to predictive analytics, this book unveils the transformative potential of AI in enhancing CX strategies for businesses across industries.
Digital transformation can be either a blessing or a curse depending on how companies approach it. It has shifted power to customers by giving them a voice online. While companies see themselves as delivering value, there is often a large gap between that perception and how customers experience it. Technology allows companies to gain insights into customers and personalize interactions to close that gap and build trust through better experiences.
iClick: Maximizing campaign performance and cross‐channel delivery through a...GLG (Gerson Lehrman Group)
Presentation to be given at SES Singapore on 3 December 2014. Session is entitled "Advanced / Analytics - Maximizing campaign performance and cross-channel delivery through analytics." Sounds technical, right? Although the subject can get VERY technical I try to present a practitioner's guide to help marketers understand what, how and why they should be measuring campaign performance across digital media channels (search, display, mobile, video, email). iClick has an amazing platform that delivers these cross-channel marketing campaigns in China and around the world. I highlight a couple of case studies in this presentation.
To succeed in the Internet age, insurance marketers have to be more nimble, more innovative and better able to communicate with their customers, both for themselves and through their partner ecosystems. IBM’s Commerce portfolio for Insurance can help insurers achieve their marketing engagement goals. Insurance industry marketing executives need to reach prospective and current policyholders in context at every point of the purchase process by innovating personally relevant and rewarding experiences that draw customers in and keep them engaged. IBM’s Commerce portfolio helps insurance marketing leaders take an integrated approach to customer engagement.
Accelerating Personalization to Cut Through Digital NoisePrecisely
Your customers’ inboxes are overflowing with unread email. Even social media and text messages are ignored. There is simply too much digital content and too little time to consume it.
So how do you stand out and get your customers’ attention? You need to go beyond traditional Customer 360 efforts. To get your customers’ attention, you need to maximize personalization based on context.
Six Building Blocks Of Digital Transformation Powerpoint Presentation SlidesSlideTeam
The document outlines six building blocks of digital transformation: strategy and innovation, customer decision journey, process automation, organization, technology, and data and analytics. It provides templates for slides on each building block that are fully editable and customizable. The slides cover topics like focusing strategy on future value, understanding the customer decision process, automating processes, having an agile organization structure, leveraging new technologies, and using data and analytics. The presentation aims to help companies transform their business models through digital means.
Webinar | Customer engagement on conversational platformsPowerup
Conversational AI in enterprises can provide the following benefits -
· Increased Engagement – Multiple customers can be managed across multiple touch points using a single solution
· Personalized Customer Service – Platform that can tailor communication-based on historical data of the customer
· Ownership of the data – Enterprises can own the conversational data to help understand the customer life cycle and improve business
· Cost Savings – A multi-faceted conversational AI solution cut down cost up to 30% in customer support
[DSC Europe 24] Anastasia Shapedko - How Alice, our intelligent personal assi...DataScienceConferenc1
Alice is Yandex's virtual assistant, designed to answer questions, play music, assist with daily tasks, and manage smart home devices. Powered by the advanced YandexGPT neural network, Alice received a significant upgrade in July 2024, enhancing its ability to recognize voice requests from individuals with speech disorders, such as stuttering, cerebral palsy, stroke, or trauma.
This improvement was achieved through additional training of the neural network. During this process, Alice was exposed to hundreds of thousands of audio recordings provided by people with speech impairments. As a result, the accuracy gap between recognizing standard speech and speech with impairments was reduced by an average of 20%.
[DSC Europe 24] Joy Chatterjee - Balancing Personalization and Experimentatio...DataScienceConferenc1
As product teams strive to deliver personalized experiences that cater to individual user preferences, the challenge of maintaining standardized A/B testing conditions becomes more complex. This talk explores the intersection of personalization and A/B testing, presenting actionable frameworks and best practices for running experiments without compromising user experience or test validity.
From segmenting user groups to using multi-armed bandit algorithms, we’ll dive into advanced techniques that enable organizations to optimize personalized experiences while ensuring accurate, data-driven insights.
You’ll learn how to scale A/B testing efforts across multiple teams and product lines, overcome challenges like data inconsistencies, and create a culture of experimentation that balances the need for both personalization and standardization.
Whether you are a Product Manager, Data Scientist, or Marketing Professional, this session will equip you with the tools to seamlessly integrate personalization with your experimentation strategy for maximum impact.
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Cognitive computing enables new ways of understanding vast amounts of structured and unstructured data. This document discusses how cognitive systems can be applied across industries to enhance customer experience by discovering new insights, making evidence-based recommendations, and engaging with customers in natural language. It provides examples of how cognitive computing is being used in healthcare to help oncologists develop personalized treatment plans, in banking to power virtual assistants and fraud detection, and in retail to better understand customers and guide personalized shopping experiences. The document argues that cognitive systems can augment existing analytics and software solutions to continuously learn from new data and interactions.
Bridging the Personalization Gap - Adnan SauafSITA
There is a lot of talk about personalizing the message and offers to your customers but sadly the research shows that companies are not even identifying the customer correctly instead using multiple marketing tools to bombard the customer with competing offers across channels.
Social has played an essential, introductory role in brands’ digital transformation. It has shown tangible results and allowed to track change and progress.
But how can you leverage any social media operation to transcend beyond its direct impact? This webinar explores the future and evolution of content studios, from social only to full-on digital.
Acquisition, Loyalty and Retention: How a CDP Creates Customers for LifeTealium
The document discusses how a customer data platform (CDP) can be used to increase customer loyalty and retention through unified customer profiles and data-driven use cases. It recommends starting with basic use cases like cart abandonment campaigns, then progressing to more advanced uses like lookalike audiences and honoring consumer consent preferences. The ultimate goal is achieving a true single customer view through a CDP to personalize experiences across channels in real-time. An example is provided of how the Utah Jazz increased revenue and performance through their CDP implementation.
The explosion of the social conversation along with the proliferation of mobile technology has changed our lives, more than we ever could have imagined.
The explosion of mobile technologies and rapid adoption of social networks have completely impacted our human behavior -- our communication methods, engagement principles, our belief and trust systems, and even our decision making criteria and models.
Firms need to understand these new principles and adopt them -- genuinely and proactively -- if they want to effectively engage clients.
How has the client changed and why does your firm need to reflect this? Because your success will depend on it, and so will your identity.
Today’s buyer is smart and getting smarter by the minute. From virtually anywhere, they can find out about you, your services, your competitors, whether your clients are happy—and most importantly, with a mere 140 characters, they can impact your brand.
Today, firms must face the reality of super consumers. They are unbelievably informed, highly fickle, and extremely powerful with a nearly unpredictable purchase path.
They have unprecedented access to information, the ability to easily compare fees, costs or services in a matter of clicks, access to reviews—whether from a trusted confidant, highly rated industry source, or someone merely taking to their social network to make their experience known.
And they can easily do the same—joining the social conversation with their experience and recommendation to others – giving a “like”, “thumbs up”, happy face, or not, and with a click of the button can make an impression on your brand.
It is no surprise then that firms who wish to remain competitive in this new age are concentrating their efforts on creating amazing client experiences…
Today’s client is smart and getting smarter by the minute. From virtually anywhere, they can find out about you, your firm, your competitors, whether your clients are happy—and most importantly, with a mere 140 characters, they can impact your brand.
• Today, law firms must face the reality of super consumers. They are unbelievably informed, highly fickle, and extremely powerful with a nearly unpredictable purchase path.
• They have unprecedented access to information, the ability to easily compare firms, fees or feedback in a matter of clicks, access to reviews—whether from a trusted confidant, highly rated industry source, or someone merely taking to their social network to make their experience known.
• And they can easily do the same—joining the social conversation with their experience and recommendation to others – giving a “like”, “thumbs up”, happy face, or not, and with a click of the button can make an impression on your brand.
• Everyone has probably heard the United Breaks Guitars story; it epitomizes the challenge firms face – each individual now has a powerful voice. In this example, United Airlines was unresponsive to a passenger’s complaints that his guitar was broken by negligent baggage handlers (he actually saw them throwing his beloved instrument through the air as he was waiting to deplane). This treatment lead him to record a song about his experience that he posted on YouTube. Over 12 million views later, this YouTube sensation has written a book on the very topic of how powerful one voice can be in the age of social media.
IBM Solutions Connect 2013 keynote presentation talking about emerging challenges in today's business world and various technologies that can help decision makers address these challenges and drive their business forward. Smart ideas. Smarter actions.
The retailer wanted to create a unified customer data platform to provide complete visibility across their customer's omnichannel touchpoints and move from siloed data to a 360-degree view. Tredence helped build a CDP that integrated over 70 data sources, processed 250TB of data weekly, and increased addressable customer data visibility by 14%. This allowed the retailer to put the customer at the center of decisions, optimize their $3B marketing budget, and win a larger share of partners' advertising dollars in a cookie-less world.
AI & Data Analytics: 3 Ways They Can Improve Customer Experience And EngagementQuekelsBaro
Analytics, data, and AI have the potential to enrich marketers’ understanding of their customers’ experiences in order to deliver meaningful, relevant experiences in the future.
Digital Customer Experience Strategies Summit | New York | September 24th & 2...Thomas Barnes
Protect your reputation, profits and ensure customer loyalty. Design digital customer experiences that engage your customers anytime, anywhere.
Creating a unified and personalized customer experience across channels is pivotal to any modern business strategy. Given the proliferation of digital channels, companies need to strategize how best to use digital channels that reconcile business and brand objectives with customer needs.
Develop an action plan to make customer-centricity in this digital age a core element of your company’s daily operations. Collect best practices to track your customers’ experiences and optimize the performance of your digital projects. Source the right tools and develop key processes to prioritize your digital investments and identify areas for improvement that will maximize your ROI.
Benchmark your company against internationally recognized digital customer experience programs and interact with cross-industry leaders in interactive Q&A sessions. Digital has the power to innovate and it is here to stay; you do not want to be behind the curve.
Your next step — this conference!
Implement 10 key digital customer experience best practices / solutions / strategies:
1. Incorporate customer – centricity to align your operational processes
2. Improve your digital CX performance with actionable data analytics
3. Manage social conversations effectively
4. Create digital experiences to secure customers over your fastest growing channels
5. Increase engagement and deliver value through mobile
6. Leverage digital innovations to drive customer experience
7. Align business objectives with customer needs
8. Deliver consistent omni-channel experiences
9. Benchmark your success to uncover new opportunities
10. Capitalize on digital channels to increase conversion
The Power of Intelligent CX: Discovering Trends in the Age of AILucy Zeniffer
The Power of Intelligent CX: Discovering Trends in the Age of AI" delves into how Artificial Intelligence revolutionizes Customer Experience (CX). Exploring emerging trends and insights, it illuminates how businesses leverage AI to understand, engage, and satisfy customers. From personalized interactions to predictive analytics, this book unveils the transformative potential of AI in enhancing CX strategies for businesses across industries.
Digital transformation can be either a blessing or a curse depending on how companies approach it. It has shifted power to customers by giving them a voice online. While companies see themselves as delivering value, there is often a large gap between that perception and how customers experience it. Technology allows companies to gain insights into customers and personalize interactions to close that gap and build trust through better experiences.
iClick: Maximizing campaign performance and cross‐channel delivery through a...GLG (Gerson Lehrman Group)
Presentation to be given at SES Singapore on 3 December 2014. Session is entitled "Advanced / Analytics - Maximizing campaign performance and cross-channel delivery through analytics." Sounds technical, right? Although the subject can get VERY technical I try to present a practitioner's guide to help marketers understand what, how and why they should be measuring campaign performance across digital media channels (search, display, mobile, video, email). iClick has an amazing platform that delivers these cross-channel marketing campaigns in China and around the world. I highlight a couple of case studies in this presentation.
To succeed in the Internet age, insurance marketers have to be more nimble, more innovative and better able to communicate with their customers, both for themselves and through their partner ecosystems. IBM’s Commerce portfolio for Insurance can help insurers achieve their marketing engagement goals. Insurance industry marketing executives need to reach prospective and current policyholders in context at every point of the purchase process by innovating personally relevant and rewarding experiences that draw customers in and keep them engaged. IBM’s Commerce portfolio helps insurance marketing leaders take an integrated approach to customer engagement.
Accelerating Personalization to Cut Through Digital NoisePrecisely
Your customers’ inboxes are overflowing with unread email. Even social media and text messages are ignored. There is simply too much digital content and too little time to consume it.
So how do you stand out and get your customers’ attention? You need to go beyond traditional Customer 360 efforts. To get your customers’ attention, you need to maximize personalization based on context.
Six Building Blocks Of Digital Transformation Powerpoint Presentation SlidesSlideTeam
The document outlines six building blocks of digital transformation: strategy and innovation, customer decision journey, process automation, organization, technology, and data and analytics. It provides templates for slides on each building block that are fully editable and customizable. The slides cover topics like focusing strategy on future value, understanding the customer decision process, automating processes, having an agile organization structure, leveraging new technologies, and using data and analytics. The presentation aims to help companies transform their business models through digital means.
Webinar | Customer engagement on conversational platformsPowerup
Conversational AI in enterprises can provide the following benefits -
· Increased Engagement – Multiple customers can be managed across multiple touch points using a single solution
· Personalized Customer Service – Platform that can tailor communication-based on historical data of the customer
· Ownership of the data – Enterprises can own the conversational data to help understand the customer life cycle and improve business
· Cost Savings – A multi-faceted conversational AI solution cut down cost up to 30% in customer support
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Alice is Yandex's virtual assistant, designed to answer questions, play music, assist with daily tasks, and manage smart home devices. Powered by the advanced YandexGPT neural network, Alice received a significant upgrade in July 2024, enhancing its ability to recognize voice requests from individuals with speech disorders, such as stuttering, cerebral palsy, stroke, or trauma.
This improvement was achieved through additional training of the neural network. During this process, Alice was exposed to hundreds of thousands of audio recordings provided by people with speech impairments. As a result, the accuracy gap between recognizing standard speech and speech with impairments was reduced by an average of 20%.
[DSC Europe 24] Joy Chatterjee - Balancing Personalization and Experimentatio...DataScienceConferenc1
As product teams strive to deliver personalized experiences that cater to individual user preferences, the challenge of maintaining standardized A/B testing conditions becomes more complex. This talk explores the intersection of personalization and A/B testing, presenting actionable frameworks and best practices for running experiments without compromising user experience or test validity.
From segmenting user groups to using multi-armed bandit algorithms, we’ll dive into advanced techniques that enable organizations to optimize personalized experiences while ensuring accurate, data-driven insights.
You’ll learn how to scale A/B testing efforts across multiple teams and product lines, overcome challenges like data inconsistencies, and create a culture of experimentation that balances the need for both personalization and standardization.
Whether you are a Product Manager, Data Scientist, or Marketing Professional, this session will equip you with the tools to seamlessly integrate personalization with your experimentation strategy for maximum impact.
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And you want to imprint that in your company's DNA? Install it in your corporate OS? Fair enough.
As you launch, develop, and cultivate your data-driven culture, remember these important points:
- Hologram theory, individual gravity, and how corporate spacetime is bending.
- Barun Münchhausen pulled himself out of a mire by his own hair. So many companies are doing the same with their culture.
- Organization design has five components. Culture is only one of them; I would put it on the 5th place. If ""Culture eats strategy for breakfast"" is indeed correct it is only because the most important component is letting it do that.
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Cloud data platforms don’t come from thin air – they are created in long term strategic plan long before than people in operations and, usually, lower management, are aware what is going on. Lecture will give a short glimpse of what happens in world of corporate meeting rooms and what must happen that we start a cloud transformation project.
[DSC Europe 24] Sray Agarwal - 2025: year of Ai dilemma - ethics, regulations...DataScienceConferenc1
Over the past decade, machine learning has seamlessly integrated into every facet of our daily lives, revolutionizing how tasks are executed with unprecedented efficiency and cost-effectiveness. This surge in machine autonomy, however, has brought forth a conundrum reminiscent of the Oppenheimer Dilemma – the profound responsibility accompanying great technological power. The maxim "with great power comes great responsibility" resonates ever more deeply in this era of accessible machine learning, where even novice developers can wield immense influence. From granting access to transformative financial resources to shaping social media narratives that can polarize beliefs, the scope of machine influence is vast and impactful. As AI technologies burgeon and come under increased scrutiny, the landscape of AI development undergoes a profound shift. The entire data science lifecycle must now integrate principles of responsible AI, encompassing fairness, accountability, privacy, and transparency. Professionals adept at implementing these principles are increasingly sought after by employers. Furthermore, it's imperative to address issues like hallucination, monetization, robustness, reliability, and attribution within a broader Responsible AI framework. Moreover, principles like human-centricity, planetary inclusivity, safety, and societal well-being must not be overlooked. This imperative extends beyond current technologies to include emerging frontiers like General AI. Principles of fairness, explainability, transparency, robustness, stability, safety, and privacy must be rigorously upheld in the development of General AI. Embedding these foundational pillars ensures that the potential of these advanced systems is harnessed ethically for the collective good of humanity. Prioritizing these principles not only mitigates potential risks but also cultivates an environment where Genl AI can flourish in alignment with our values and aspirations for a better future. Beside the above, the main dilemma that will be at the centrestage will revolve around Regulations vs. Innovation, Global Coordination, Wealth Inequality, Reliability, Social Impact and Control. These dilemmas are interconnected and multifaceted, requiring collaborative efforts from technologists, policymakers, ethicists, and the public to navigate. The year 2025 is seen as a critical juncture as the pace of AI development accelerates and its integration into various aspects of society becomes more pronounced.
[DSC Europe 24] Peter Kertys & Maros Buban - Application of AI technologies i...DataScienceConferenc1
Example of several AI use-cases deployed and used in Slovak nuclear power plants improving maintenance and operation. Topics would include experience of deployment, human interaction & rugulator aspect for AI solutions.
[DSC Europe 24] Orsalia Andreou - Fostering Trust in AI-Driven FinanceDataScienceConferenc1
In an era where AI plays an increasingly pivotal role in finance, fostering trust through transparency and accountability is essential. This session explores how responsible AI practices, especially model interpretability and explainability, can strengthen stakeholder confidence in AI-driven financial solutions. Attendees will gain insights into practical approaches to making machine learning models more transparent, ethical, and aligned with regulatory standards, enabling trust and fairness in AI applications.
[DSC Europe 24] Arnault Ioualalen - AI Trustworthiness – A Path Toward Mass A...DataScienceConferenc1
AI's ability to process vast amounts of data, images, audio, and tables, has unlocked transformative applications across industries.
In critical sectors such as healthcare, transportation, space, and defense, where failure is not an option, software and systems must adhere to stringent safety and regulatory requirements. For AI adoption to succeed in these domains, it must meet the same mandates.
Global regulations, such as the EU AI Act, are establishing clear frameworks that balance safety and innovation. Two essential attributes, robustness and explainability, are key to building the trust necessary for widespread adoption.
This keynote will explore advanced techniques and tools that help businesses develop and deploy AI solutions meeting technical, regulatory, and performance demands, ensuring trustworthiness and safety in high-stakes environments.
[DSC Europe 24] Nathan Coyle - Open Data for Everybody: Social Action, Peace ...DataScienceConferenc1
What if I told you about something that could empower our third sector and activists to enhance their capacity? From gathering evidence for funding tenders to campaigning for crucial social issues and much more? It's called open data, yet many in social action remain unaware of it. Primarily shaped by corporate entities, open data seems tailored only for technologists, alienating the third sector. But in reality, it's a powerful tool for social change, bolstering civil society, and creating resilient communities.
In this presentation, Nathan Coyle delves into the findings from his book, highlighting the obstacles that have prevented the widespread use of open data. His research uncovers the systemic issues within governmental institutions that lead to ineffective policies. Nathan will also cover how we can bolster peacebuilding initiatives, focusing on their specific requirements and demonstrating how we can shape data governance to enhance the accessibility of open data.
We need to shift our perspective on open data, viewing it as a powerful tool for social good that can drive positive change within our communities. By doing so, we can empower activists and the third sector, helping them build capacity, secure necessary funding, and influence policy-making processes.
The session will also look at peace technology, examining its applications and the stories that need to be told. Furthermore, we will explore how the social tech community in Serbia can advocate for more open and accessible data from providers, thereby supporting social activists and peacebuilding organisations.
Nathan's first book, Open Data for Everybody: Using Open Data for Social Good, is now available through Routledge: https://www.routledge.com/Open-Data-for-Everybody-Using-Open-Data-for-Social-Good/Coyle/p/book/9781032715049.
[DSC Europe 24] Miodrag Vladic - Revolutionizing Information Access: All Worl...DataScienceConferenc1
Decline of traditional web with emerging generative AI and social media platforms drastically change the way we access information. This talk will present YottaAnswers’ mission of bringing access to high quality and diverse information to people all over the world, enabling them to acquire sound knowledge. We built Yottaanswers Smart Answer Engine technology with tens of billions of possible answers to questions and integrated it into a product that self-explores knowledge leveraging Generative AI.
[DSC Europe 24] Ana Stojkovic Knezevic - How to effectively manage AI/ML proj...DataScienceConferenc1
Understanding the complexities of AI project management is crucial as it directly impacts the alignment of AI initiatives with organizational goals. In this session, Ana Stojković Knežević will explore the specialized frameworks necessary for managing AI projects effectively. Participants will learn about Data Driven Scrum (DDS), a methodology tailored for AI that enhances project efficiency through flexibility and iterative learning. Key takeaways include strategies for balancing technical and business requirements, the importance of staying updated with AI trends, and practical steps for implementing DDS.
[DSC Europe 24] Simun Sunjic & Lovro Matosevic - Empowering Sales with Intell...DataScienceConferenc1
In today's data-driven business landscape, traditional BI tools often fall short, requiring specialized knowledge and struggling with complex queries on large-scale databases. Our innovative approach bridges this gap by seamlessly integrating Data Warehouses, Large Language Models (LLMs), and Retrieval-Augmented Generation (RAG).
This cutting-edge system empowers sales professionals to interact with complex data using natural language, eliminating the need for SQL expertise. By leveraging AI, we're enabling rapid, context-aware insights, allowing users to access and interpret data more efficiently.
Join us to explore how this integration is transforming the way sales teams make data-driven decisions, marking a leap forward in accessible, intelligent business analytics.
[DSC Europe 24] Igor Sevo - Intelligent Interfaces and operating systemsDataScienceConferenc1
The promise of AI-based automation is the future in which work is carried out by fleets of interacting digital and embodied agents. However, for such a vision to be viable in practice, a digital ecosystem must exist to mediate between agents—digital and biological. We created a hybrid toy operating system, combining the non-deterministic language capabilities of the current generation large language models with traditional programming language interpreters to arrive at a new multi-interpreter approach. We explore agentic program prototypes—a new hybrid kind of app written in a hybrid natural-programming language which blurs the line between a prompt, a program and a user-interface. Our early experiments and toy models indicate a clear pathway towards future operating systems in which agent- and user-interfaces are negotiated by the very agents orchestrated by the operating system.
This comprehensive Data Science course is designed to equip learners with the essential skills and knowledge required to analyze, interpret, and visualize complex data. Covering both theoretical concepts and practical applications, the course introduces tools and techniques used in the data science field, such as Python programming, data wrangling, statistical analysis, machine learning, and data visualization.
AI Competitor Analysis: How to Monitor and Outperform Your CompetitorsContify
AI competitor analysis helps businesses watch and understand what their competitors are doing. Using smart competitor intelligence tools, you can track their moves, learn from their strategies, and find ways to do better. Stay smart, act fast, and grow your business with the power of AI insights.
For more information please visit here https://www.contify.com/
Just-in-time: Repetitive production system in which processing and movement of materials and goods occur just as they are needed, usually in small batches
JIT is characteristic of lean production systems
JIT operates with very little “fat”
How iCode cybertech Helped Me Recover My Lost Fundsireneschmid345
I was devastated when I realized that I had fallen victim to an online fraud, losing a significant amount of money in the process. After countless hours of searching for a solution, I came across iCode cybertech. From the moment I reached out to their team, I felt a sense of hope that I can recommend iCode Cybertech enough for anyone who has faced similar challenges. Their commitment to helping clients and their exceptional service truly set them apart. Thank you, iCode cybertech, for turning my situation around!
[email protected]
Telangana State, India’s newest state that was carved from the erstwhile state of Andhra
Pradesh in 2014 has launched the Water Grid Scheme named as ‘Mission Bhagiratha (MB)’
to seek a permanent and sustainable solution to the drinking water problem in the state. MB is
designed to provide potable drinking water to every household in their premises through
piped water supply (PWS) by 2018. The vision of the project is to ensure safe and sustainable
piped drinking water supply from surface water sources
GenAI for Quant Analytics: survey-analytics.aiInspirient
Pitched at the Greenbook Insight Innovation Competition as apart of IIEX North America 2025 on 30 April 2025 in Washington, D.C.
Join us at survey-analytics.ai!
2. Pratul Kumar Chakravarty
Senior Practice Leader at Adobe
Speaker Profile
With 21 years in the IT industry, Pratul has led data practices within
consulting and product organizations, building high-performance teams
and designing customer data platforms and enterprise data hubs. He
adapts quickly to emerging trends like AI/ML and Generative AI, always
pushing for smarter solutions and unprecedented outcomes
He has partnered with CXOs of Fortune 500 companies, recommending
data platforms that drive digital transformation. He is an engineering
graduate who holds an MBA from IIM Kozhikode and a Data Science Post
Graduate specialization from IIM Bangalore, and specializes leading
global teams in Innovation, Architecture, and Strategy
4. 57%
The top ATP men’s tennis professionals win 57% of their second
serve points across all matches. This metric has a particularly high
correlation with winning tournaments
5. The top ATP men’s tennis professionals win 57% of their second serve
points across all matches. This metric has a particularly high correlation with
winning tournaments
Second Serve Points Won
1. Rafael Nadal (57.24%) - 22 Grand Slam Titles Winner, GOAT
2. Roger Federer (57.03%) - 20 Grand Slam Titles Winner, GOAT
3. Novak Djokovic (55.47%) - 24 Grand Slam Titles Winner, GOAT
7. 0.12
seconds
“At the Paris Olympics 2024 for the MEN'S 100M ATHLETICS FINAL the
difference in timing between the First and Last athlete was just 0.12 seconds,
and it was one of the most historic photo finish moments”
8. At the Paris Olympics 2024 for the MEN'S 100M ATHLETICS FINAL the difference in timing
between the First and Last athlete was just 0.12 seconds, and it was one of the most historic
photo finish moments.
The importance of Reaction Time in Athletics: Influence on the Results of Sprint Runs in Olympi
cs and World Championships
9. Expectations from the Session
This session will provide a strong foundation with the following goals:
Leverage CDP to harness customer data more effectively, driving
revenue growth for your organization and drive competitive advantage
Short-term goals: Understand Customer Data Platform
(CDP) Evolution Journey , CDP Market and its Impact in
Digital Transformation Journey
Long-term vision: How can CDP bring value to Enterprises
Leverage CDP to harness customer data more effectively
10. Evolution of Customer Data
Platform
CUSTOMER
DATA
PLATFORM
Offline Store
Data
CRM Data
AI/ML
Propensity and
Attribution
Scores
Social Media
Data
Online Data
Website,
Mobile apps
Privacy and
Consent
Preferences
Data Management Platform (DMP)
DMPs specializes in handling anonymous
data for advertisement targeting and
campaign optimization
Data Warehouses and Data Lakes
Data warehouses store large amounts of data
but lack actionable insights and targeting
capabilities
• Data lakes store various data types with large
volumes and variety without organizing
customer profiles
Customer Relationship Management (CRM)
Manages all kinds Customer data including
Contact Information Phone No, Email ID
Order Information
Sales Interactions
Purchase History
Customer Support Queries
Customer Data Platforms (CDP)
Provide a unified view of customers across
channels which gives holistic understanding of
customer preferences and behaviors for real-time
personalization
Offer real-time capabilities for personalized
experiences
Provide identity resolution for unified customer
profiles distinguishing them from data lakes
Consolidating diverse data sources , CDPs provide
a holistic view of customer interactions, aiding
marketers in understanding their audience better
11. Break down silos to combine data
from multiple sources: cell phones,
tablets, POS systems, smart TVs,
and Store data
Aggregate Online and Offline
Data
Build a profile for every user who visits Brands’s
app, storing demographic data (gender, age,
location) along with all their app and website
interactions, campaign visits, and transaction
history
Build Unified Customer
Profiles
Create a data-driven approach to
omnichannel customer engagement that
brings context and personalization to the
customer journey
User-Centric
Engagement
CDP’s can process N billion data points and
send over N billion messages every day in
compliance with all Data Privacy Security
regulations
Built for speed, security, and
scale
Why Enterprises and Brands need a CDP
CDPs provide advanced AI/ML capabilities to derive customer
insights, understand audience segmentation and create targeted
campaigns that drive customer retention and upsell and cross sell
opportunities
Actionable Real-time Marketing
Insights
12. Digital experience is a customer’s perception of your brand based on their interactions
across all digital platforms (websites, mobile applications, social media, email, and all
digital touchpoints)
Assets
Web
banners
Social
Mobile
Channels
Web
Social
Mobile
Email
Generate
Create a series of social media ads with the new Dryp assets
Real-Time End-to-End Mobile-first Global Personalized
{ }
14. This allows them to create tailored
advertising messages and
promotions for different customer
segments.
Amazon Airbnb Netflix
Amazon utilizes a CDP to
analyze customer
browsing and purchase behavior
Netflix employs a CDP to track
user viewing
habits, preferences,
and interactions on its platform
Marketers remain at the helm
Delivering highly personalized
product recommendations and
targeted advertising through
various channels
Airbnb uses a CDP to consolidate
data from website visits, app
interactions, and
previous bookings
This data is leveraged to
recommend content and
personalize promotional
campaigns
Insights
Delivery Performance
Creation
Real Life CDP Story of the Biggest Brands
15. Increasing Need to Unlock new era of Digital Experience
15
Crowded Market &
Diminishing Attention
Span
Feeling overwhelmed
by the endless choices,
making it difficult to
focus and decide
quickly
Customer-Centric
Reimagining
Seeking personalized
recommendations that
resonate with individual
preferences and needs
Fragmented Customer
Journeys
Moving across multiple
online and offline
channels, expecting a
seamless and
consistent experience
Demand for Hyper-
Personalization
Frustrated when
content feels generic or
irrelevant, leading to
disengagement from
the brand
Erosion of Customer
Trust
Worrying about how
their data is being
collected, stored, and
used by the brand
16. Customer-Centric Reimagining
“Loyalty in
the digital
age:
Be a loyal
company,
not a loyalty
program”
The Now
Brands prioritize products and
services over customer
experience.
In the digital age, loyalty
requires brands to genuinely
care, not just create loyalty
programs.
The Next 5 Years
Elevate your customers' sense
of self, not just their perception
of your products and services.
React efficiently to feedback
and ensure your customers
feel heard.
17. Crowded Market & Diminishing Attention
Span
“Agility and
automation:
Elevate
engagement
through
technology”
The Now
Brands face a crowded market
with a rapidly diminishing
customer attention span.
The challenge lies in engaging
customers effectively in an
ultracompetitive landscape.
The Next 5 Years
Utilize AI/ML & predictive analytics
to connect with customers in real-
time, syncing brand-initiated
actions with customer-driven
interactions.
Leverage IoT, AR, and VR to create
immersive, interactive experiences
that shorten the product discovery
cycle and enhance customer
engagement.
18. Fragmented Customer Journeys
“Smart
technology:
Consumers
don’t use
digital, they
are digital”
The Now
Disconnected touchpoints
disrupt the customer journey,
leading to fragmented
experiences.
Lack of cohesion across
platforms diminishes customer
engagement and loyalty.
The Next 5 Years
Build seamless omnichannel
experiences that unify
customer interactions across all
platforms.
Use AI/ML, Predictive
Analytics, Data Insights to
meet customers when & where
they engage.
19. Demand for Hyper-
Personalization
“Bridging
the
Customer
Experience
Divide with
Cutting-
Edge
Technology”
The Now
Increasing demand for
personalization presents both
opportunities and risks for
brands.
More touchpoints mean more
opportunities for personalization,
which can either help brands
shine or lead to potential
missteps.
The Next 5 Years
Implement real-time data systems
to ensure content and offers are
tailored to individual behaviours
& contexts.
Leverage generative AI to create
and deliver infinite content at
speed and scale, enabling
seamless engagement across
every customer journey.
20. Erosion of Customer Trust
“Digital
Trust: The
evolving
nature of
trust”
The Now
Growing worries about data
privacy and ethical AI are
eroding customer trust in
brands.
Over 57% of customers
question whether brands use
data and generative AI
ethically.
The Next 5 Years
Foster trust by ensuring data
transparency, ethical AI
practices, and clear
communication with customers.
Combine automated solutions with
human interaction for empathy
and understanding; invest in
empathy training for employees.
21. Unique Digital Experience Story from Olympics 2024
25%
Increase in viewer
engagement
20%
Increase in ad
revenue
30%
Jump in content
consumption
15x
Surge in total
viewership
20
Distinct feed for
various sports
Expanded Digital
Reach
20 distinct feeds, with 17
to various sports and 3
curated feeds focusing
on Indian athletes,
women's sports, and
global events.
4K streaming in multiple
languages
Innovative User
Features
Interactive ‘Watch Party’
functionality
AI streaming
optimization for varying
speeds
Split screen ads
Easy sport-switching
Personalized
Engagements
Customizable content
feeds
Real time in-app alerts
Live Polls & Q&A
Sessions
Dedicated camera feed
for opening ceremony
Empowering Athletes
AthleteGPT launched by
IOC
An AI-powered chatbot
to help athletes in
getting their queries
answered anytime.
Collectively save 83
AI-Powered Broadcast
Real-time highlights
Automated commentary
Personalized content
AI to analyze live feeds
and identify key
moments
22. Leading Brands Impact story with AI and Generative AI
AthleteGPT for
Athletes
AI-Driven Car
Configuratio
n
GenAI Search
Engine
GenAI Driven
Personalizatio
n
AI-Powered
Broadcasting
GenAI to generate real
time highlights,
automated commentary,
and personalized content
for viewers in Olympics
2024.
25% increase in viewer
engagement
15-20% increase in ad
revenue
30% increase in on-
demand content
consumption
Logo
Launched by IOC for
Olympics 2024, an AI-
powered chatbot to help
athletes in getting their
queries answered
anytime.
Expectation of 1000
interactions per day
Each interaction saves
an average of 5 minutes
of time
Collectively save over 83
hours of time each day.
The Street Configurator
app allows buyers to take
photos of Volvos, instantly
recognizing the vehicle's
configuration.
450% increase in
configuration
completion rates
56% increase in test
drive requests
175% higher Conversion
rate
Through this, customers
can get answers to specific
questions, and receive
personalized product
suggestions.
Expected to bring down
out-of-stock by 30%
To enhance cross-selling
opportunities by 12%
Potentially reducing
search times by up to
50%
GenAI to generate real
time highlights,
automated commentary,
and personalized content
for viewers.
Led to a 15% reduction
in customer churn
Viewership increased by
75%
20% increase in
subscription revenue
23. The Impact of Personalization
23
2.2
x
Email
open rate
2.3
x
Customer
lifetime
value
1.5
x
Employee
satisfaction
1.9
x
Customer
retention
1.7
x
Customer
satisfaction
rates
3.1
x
Repeat
visitors
#16: Enhanced Personalization for Tailored Experiences:
Personalization is paramount in today’s marketing landscape, and CDPs play a pivotal role in achieving it. These platforms allow businesses to seamlessly collect and analyze customer data from various touchpoints.
For instance, a clothing retailer leveraging a CDP can track customer browsing and purchase behavior to deliver personalized product recommendations based on individual style preferences, size, and past purchases.
This targeted approach not only enhances customer engagement but also fosters loyalty.
The Next 5 Years (Solution):
Hybrid Service Models: Blending automated solutions with human touchpoints.
Empathy Training: Enhancing emotional connection with customers.
Sustainability Integration: Incorporating ethical practices into brand strategy.
Proactive Feedback Loops: Continuous improvement through customer input.
Transparency as Strategy: Open decision-making to foster loyalty.
#17: The Now (Challenge):
Oversaturated Market: Competing amidst high competition.
Shorter Attention Spans: Grabbing and holding customer attention is tougher.
Technology Overload: Navigating numerous tools and platforms.
Complexity in Choices: Customers overwhelmed by options.
Traditional Methods Failing: Struggling to capture interest with old approaches.
The Next 5 Years (Solution):
IoT & AR/VR: Shortening product discovery and simulating experiences.
Predictive Analytics: Anticipating customer needs for hyper-personalization.
NLP & AI: Enhancing customer communication and experience.
Immersive Technologies: Engaging customers through VR/AR shopping.
Smart Recommendations: Streamlining decisions with personalized suggestions.
#18: The Now (Challenge):
CDPs empower businesses to orchestrate customer journeys across multiple channels, delivering the right message at the right time on the right channel. This ensures a seamless and consistent customer experience, leading to higher satisfaction and conversions.
The Next 5 Years (Solution):
Omnichannel Integration: Connecting customer experiences across platforms.
Real-Time Personalization: Tailoring experiences at every touchpoint.
Conversational Assistants: Preferred channels for fast issue resolution.
Unified Customer Data: Creating a holistic view of customer interactions.
Seamless Ecosystems: Ensuring consistent experiences across all channels.