TeqTalk

Jas Kaur

TeqTalk is a podcast series by Teqfocus that delves into various topics related to technology, data-driven engagement, and omni-channel marketing. The podcast aims to provide insights and discussions on how AI and advanced technologies are transforming industries, particularly focusing on healthcare and pharmaceutical marketing. TeqTalk is designed to be an informative and engaging resource for professionals looking to leverage technology to drive business success and enhance customer engagement.

  1. Episode 50: Insight Factory Blueprint: Turn Chaos Data into Your Competitive Superpower

    12/21/2025

    Episode 50: Insight Factory Blueprint: Turn Chaos Data into Your Competitive Superpower

    You can also apply to be the guest on TeqTalk: https://www.teqfocus.com/teqtalks/ You can connect with: Jas Kaur, CTO, Teqfocus: https://www.linkedin.com/in/jas-kaur-5396b237/ Joel Neeb, Chief Transformation and Business Operations Officer, 8x8: https://www.linkedin.com/in/joelneeb/ ----------- Why do 70% of enterprises pilot AI, yet fewer than 15% scale it successfully? In this episode of TeqTalk, we go deep into what actually separates AI experiments from real operational leverage and P&L impact. This is not a conversation about tools or hype, it’s about execution, operating models, culture, and leadership in the intelligence era. Our guest, Joel Neeb, Chief Transformation & Business Operations Officer at 8x8 and former US Air Force fighter pilot, brings a rare perspective shaped by elite aviation discipline and large-scale enterprise transformation. From flying presidential escort missions to leading AI-driven transformation for 50,000+ enterprise customers, she shares a practical, no-nonsense playbook for scaling AI responsibly and effectively. In this episode, you’ll learn: - Why AI pilots fail to translate into business outcomes - How enterprises must move from the Information Age to the Insight Age - What an Enterprise Nervous System really means and why it matters - The Visualize → Optimize → Bottleneck → Apply AI framework that works - Why operating model redesign matters more than AI models - How to build an Insight Factory, not just an “AI factory” Timestamps: 00:00 – AI at Scale: Why Pilots Fail to Deliver Business Impact 01:47 – How Teams can Learn Faster: Mission, Execute, Debrief 04:47 – Radical Transparency: Using AI to Learn Faster Every Day 06:34 – Culture, Discomfort, and Why Change Is Hard 07:17 – From Information Age to Insight Age 09:34 – AI Hype vs Real Value: Lessons from the Dot-Com Era 12:30 – What Is an Enterprise Nervous System? 13:15 – The 3 Things Enterprises Must Reinvent for AI 16:55 – How to Map AI Directly to Business Outcomes 18:27 – Real AI Use Case: Cutting RFP Time from 1 Week to 1 Hour 20:49 – Why “AI Factory” Thinking Falls Short 21:47 – Building an Insight Factory That Drives Action 23:32 – Change-Ready vs Change-Weary Cultures 25:35 – Why Being 3 Months Ahead in AI Creates a Superpower 26:38 – Weekly AI Training: Making AI Real for Every Employee 29:13 – AI as a Thought Partner in Daily Work 31:17 – Small Teams, Bigger Impact with AI 32:00 – AI Governance and Customer Data Trust 32:44 – AI Isn’t the Risk — Your Data Already Is 35:30 – How Leaders Balance AI Innovation and Governance 37:44 – Why Leaders Must Say “Yes, But” to AI 39:04 – Overhyped vs Underhyped AI Use Cases 40:15 – One Ritual Every Leader Needs for AI Success This episode is a must-watch for CXOs, enterprise leaders, operators, and practitioners who want clarity on what’s working now in enterprise AI adoption, without falling into the pilot trap or governance paralysis. If you’re serious about turning AI into decisions, execution speed, and measurable outcomes, this conversation will reshape how you think about scaling AI in your organization. ----------- About podcast: TeqTalk is a leading technology podcast hosted by Jas Kaur, focused on the future of AI, data, and digital innovation, especially in healthcare, pharma, and tech space. Each episode features exclusive conversations with CXOs, CIOs, data architects, and industry experts from across the US and Canada. Subscribe to stay ahead in the world of artificial intelligence, cloud data platforms, healthcare tech, and business innovation. #gotomarket #ai #genai #teqtalk #Teqfocus #EastBayCXO #salesforce #snowflake #aws #partner #agenticai #datacloud #CIO #technicaldept #healthcare #homehealth #pharma

    41 min
  2. Episode 49: AI-Powered Claims: The Innovation Changing Healthcare Ops

    12/10/2025

    Episode 49: AI-Powered Claims: The Innovation Changing Healthcare Ops

    You can also apply to be the guest on TeqTalk: https://www.teqfocus.com/teqtalks/ You can connect with: Jas Kaur, CTO, Teqfocus: https://www.linkedin.com/in/jas-kaur-5396b237/ Falko Buttler, Chief Technology Officer, Lantern: https://www.linkedin.com/in/falkobuttler/ Paul Risk, VP of Financial Services, Teqfocus: https://www.linkedin.com/in/paulrisk/ ----------- Behind the complexity of medical billing and claims adjudication lies an enormous opportunity to rebuild healthcare payments with data, automation, and AI. In this episode of TeqTalk, Jas Kaur sits down with Falko Buttler (CTO, Lantern) and Paul Risk (VP, Financial Services, Teqfocus) to break down the future of healthcare claims management from faster adjudication and pricing accuracy to transparent reimbursements and modern TPA workflows. We explore how next-generation TPAs like Lantern are transforming the claims lifecycle by: - Reducing claim processing times from 120+ days to just 5.8 days - Using AI, OCR, and automation to streamline claim intake, coding, and pricing - Modernizing the TPA model with outcome-driven, efficiency-focused processes - What a realistic 12-month claims modernization roadmap looks like for payers, TPAs, and employers Timestamps: 00:00 – 00:55 - The $19B Claims Problem & Why AI Matters 00:55 – 02:30 - Guest Introductions 02:30 – 05:15 - What Makes Modern TPAs Different? 05:15 – 07:45 - How the Payer Ecosystem Has Changed 07:45 – 10:20 - Where Claims Slow Down (Transparency, Data, Speed) 10:20 – 12:40 - Why Claim Processing Takes 60–120 Days 12:40 – 14:15 - How Lantern Achieves 5.8-Day Claim Processing 14:15 – 17:00 - Real Patient Story: The Human Cost of Denials 17:00 – 20:00 - The Root Cause: Fragmented, Non-Relational Systems 20:00 – 23:00 - Why Healthcare Needs Standardized Frameworks 23:00 – 26:00 - Price Transparency: Global Comparisons (US vs Germany) 26:00 – 29:00 - How do Hospitals Still Use Legacy Processes (ICD, COBOL, etc.) 29:00 – 31:00 - Unexpected Hospital Bills & Negotiation Realities 31:00 – 34:00 - The Pain of Manual Billing & Delayed Claims 34:00 – 37:00 - Unstructured Data: PDFs, Barcodes & Missing Context 37:00 – 40:00 - How AI + OCR Improve Accuracy in Claim Intake 40:00 – 42:00 - AI’s Value: No Fatigue, No Bias, Consistency 42:00 – 44:00 - Why Good Data Matters More Than Good AI 44:00 – 47:00 - Understanding Claim Denials (Common Causes) 47:00 – 49:00 - Reducing Denials with Identity, Network & Contract Alignment 49:00 – 51:00 - Pricing Models for TPAs: PMPM, Shared Savings & Case Rates 51:00 – 53:20 - The 12-Month Claims Modernization Roadmap 53:20 - The Future: Real-Time Claims & Connected Data If you're involved in healthcare claims, insurance operations, adjudication, TPAs, rev cycle, employer benefits, or health tech, this episode provides an inside look at what’s coming next. ----------- About podcast: TeqTalk is a leading technology podcast hosted by Jas Kaur, focused on the future of AI, data, and digital innovation, especially in healthcare, pharma, and tech space. Each episode features exclusive conversations with CXOs, CIOs, data architects, and industry experts from across the US and Canada. From AI-powered transformation and natural language data access to real-time insights and data integration, TeqTalk explores how modern businesses can bridge the gap between technology and strategy. Whether you're a tech leader, marketer, or innovation enthusiast, TeqTalk delivers practical knowledge, thought leadership, and cutting-edge trends shaping the future of enterprise solutions. Subscribe to stay ahead in the world of artificial intelligence, cloud data platforms, healthcare tech, and business innovation. #gotomarket #ai #genai #teqtalk #Teqfocus #EastBayCXO #salesforce #snowflake #aws #partner #agenticai #datacloud #CIO #technicaldept #healthcare #homehealth #pharma

    56 min
  3. Episode 48: GitLab’s CS Framework: AI, Faster Cycle Times & Outcome-Based Model

    11/25/2025

    Episode 48: GitLab’s CS Framework: AI, Faster Cycle Times & Outcome-Based Model

    You can also apply to be the guest on TeqTalk: ⁠https://www.teqfocus.com/teqtalks/⁠      You can connect with:  Jas Kaur, CTO, Teqfocus: ⁠https://www.linkedin.com/in/jas-kaur-5396b237/⁠     Sherrod Patching, Vice President, Customer Success, GitLab: ⁠https://www.linkedin.com/in/sherrodpatching/⁠    -----------     In this TeqTalk episode, Jas sits down with Sherrod Patching, VP of Global Customer Success at GitLab, to unpack how AI, automation, and outcome-driven frameworks are reshaping Customer Success across the enterprise landscape.    From predictive health scoring to AI-powered insights, from DevSecOps transformation to value delivery at scale, this conversation dives deep into how GitLab is preparing for the next wave of AI-enabled customer success.    Sharad shares how Customer Success has evolved from renewals and support into a strategic, revenue-driving function powered by AI agents, digital success programs, data intelligence, and outcome-first playbooks.      Timestamps:  00:00 – 02:00 | Guest Introduction & Career Journey  02:00 – 05:00 | How Customer Success Has Evolved  05:00 – 08:00 | Why Outcomes Matter & How GitLab Defines Value  08:00 – 11:00 | AI in Customer Success Today  11:00 – 15:00 | AI for Onboarding, Journeys & Digital Scale  15:00 – 18:00 | Tools, Architectures & What’s Working (and Not Working)  18:00 – 22:00 | The Next 6–12 Months in CS: Agents, Automation & Efficiency  22:00 – End | Monetization, Professional Services & The Future of CS    This episode is a must-watch for CS leaders, SaaS operators, CTOs, GTM leaders, and anyone building AI-led customer value engines.    -----------     About podcast: TeqTalk is a leading technology podcast hosted by Jas Kaur, focused on the future of AI, data, and digital innovation especially in the healthcare, pharma, and tech space. Each episode features exclusive conversations with CXOs, CIOs, data architects, and industry experts from across the US and Canada. From AI-powered transformation and natural language data access to real-time insights and data integration, TeqTalk explores how modern businesses can bridge the gap between technology and strategy.     Whether you're a tech leader, marketer, or innovation enthusiast, TeqTalk delivers practical knowledge, thought leadership, and cutting-edge trends shaping the future of enterprise solutions.    Subscribe to stay ahead in the world of artificial intelligence, cloud data platforms, healthcare tech, and business innovation.      #gotomarket #ai #genai #teqtalk #Teqfocus #EastBayCXO #salesforce #snowflake #aws #partner #agenticai #datacloud #CIO #technicaldept #healthcare #homehealth #pharma

    21 min
  4. Episode 47: Democratizing AI: DigitalOcean’s Bold Vision Explained

    11/12/2025

    Episode 47: Democratizing AI: DigitalOcean’s Bold Vision Explained

    You can also apply to be the guest on TeqTalk: ⁠https://www.teqfocus.com/teqtalks/⁠    You can connect with:  Jas Kaur, CTO, Teqfocus: ⁠https://www.linkedin.com/in/jas-kaur-5396b237/⁠    Bratin Saha, Chief Product and Technology Officer, DigitalOcean: ⁠https://www.linkedin.com/in/bratin-saha-05824b3/⁠    -----------    What if cloud computing was rebuilt from scratch — with AI at its core?    In this episode of #TeqTalk, we sit down with Bratin Saha, Chief Product and Technology Officer, DigitalOcean, whose journey from Intel → Nvidia → AWS → DigitalOcean mirrors the evolution of cloud and artificial intelligence itself.    Bratin reveals how DigitalOcean is democratizing AI, simplifying cloud infrastructure, and making GPU compute up to 80% more affordable for developers, startups, and digital-native enterprises around the world.    From SageMaker and Bedrock at AWS to building the AI-first cloud at DigitalOcean, he shares insights on the next wave of AI-driven cloud innovation, leadership, and why simplicity is the new superpower in tech.     Timestamps:  00:00 – Intro & career journey: Intel, Nvidia, AWS → DigitalOcean  02:00 – Why cloud complexity is broken and needs rethinking  04:00 – Democratizing AI: Affordable GPU compute for everyone  06:00 – How DigitalOcean is simplifying cloud for startups & developers  08:30 – Product innovation: 50+ new features in Q1 2025  10:00 – Partner Connect, AI Agents, and API integrations  12:00 – The AI-first cloud vision: Project YourNext  16:00 – Competing with hyperscalers: Cost, speed, and simplicity  18:00 – Leadership philosophy: Win. Grow. Care.  21:00 – The future of cloud: AI, agents, and human-centered innovation    If you’ve ever felt that the cloud has become too complicated, too expensive, or too exclusive, this conversation will change the way you think about it.    -----------     About podcast:    TeqTalk is a leading technology podcast hosted by Jas Kaur, focused on the future of AI, data, and digital innovation especially in the healthcare, pharma, and tech space. Each episode features exclusive conversations with CXOs, CIOs, data architects, and industry experts from across the US and Canada.    From AI-powered transformation and natural language data access to real-time insights and data integration, TeqTalk explores how modern businesses can bridge the gap between technology and strategy. Whether you're a tech leader, marketer, or innovation enthusiast, TeqTalk delivers practical knowledge, thought leadership, and cutting-edge trends shaping the future of enterprise solutions.    Subscribe to stay ahead in the world of artificial intelligence, cloud data platforms, healthcare tech, and business innovation.        #gotomarket #ai #genai #teqtalk #Teqfocus #EastBayCXO #salesforce #snowflake #aws #partner #agenticai #datacloud #CIO #technicaldept #healthcare #homehealth #pharma

    12 min
  5. Episode 46: The Diagnostic Crisis No One Is Talking About

    10/29/2025

    Episode 46: The Diagnostic Crisis No One Is Talking About

    You can also apply to be the guest on TeqTalk: https://www.teqfocus.com/teqtalks/ You can connect with: Jas Kaur, CTO, Teqfocus: https://www.linkedin.com/in/jas-kaur-5396b237/ Stephen Fairclough, Vice President, Personalis, Inc.: https://www.linkedin.com/in/stephen-fairclough-411228b/ Kenny Speer, Vice President of Software Engineering, Guardant Health: https://www.linkedin.com/in/reeps/ ----------- AI is transforming diagnostics from genome sequencing to real-time decision making. In this episode of #TeqTalk, Jas Kaur (CTO, Teqfocus) sits down with Stephan Fairclough (VP, Informatics, Personalis) and Kenny Speer (VP, Software Engineering, Guardant Health) to explore how AI, data science, and genomics are redefining precision oncology and cancer diagnostics. Discover how liquid biopsy, multi-omics analysis, and machine learning are enabling faster, more accurate, and more personalized diagnostics turning cancer from a terminal disease into a managed condition. Key Topics Covered: - How AI in diagnostics is reducing diagnostic errors and saving lives - The evolution of liquid biopsy and genomic sequencing - The role of machine learning in detecting rare mutations and variant calling - How multi-omics, DNA methylation, and RNA sequencing improve accuracy - Real-world insights from Guardant Health and Personalis on AI-powered oncology - Frameworks for AI adoption in healthcare and diagnostics companies - Tackling data fragmentation, turnaround time (TAT), and regulatory compliance - Future of predictive healthcare, personalized medicine, and managed care models ️ Timestamps: 0:00 – Introduction: The AI shift in diagnostics 1:00 – Meet the guests: Leaders redefining cancer diagnostics 3:00 – AI, genomics, and the future of diagnosis 5:00 – Inside genomics: From DNA sequencing to digital signals 7:00 – Liquid biopsy and molecular diagnostics explained 9:00 – A decade of transformation in cancer detection 12:00 – From surgery to molecular follow-ups: MRD testing 14:00 – Multi-omics and machine learning integration 15:00 – Oncology workflows: Challenges and bottlenecks 19:00 – Patient journey through liquid biopsy 23:00 – Real-world turnaround time (TAT) challenges 29:00 – Where AI makes the biggest difference 31:00 – Building AI frameworks inside diagnostic companies 35:00 – AI integration challenges and vendor lock-in risks 39:00 – AI in genomics: Rare mutation detection and automation 39:00 – AI in genomics: Rare mutation detection and automation 44:00 – Real-world stories: AI transforming patient care 48:00 – Future of cancer care: From reactive to predictive 52:00 – Closing thoughts: From terminal to managed disease This conversation reveals how AI, machine learning, and cloud-based frameworks are changing the future of diagnostics from data pipelines to patient outcomes. ----------- About podcast: TeqTalk is a leading technology podcast hosted by Jas Kaur, focused on the future of AI, data, and digital innovation especially in the healthcare, pharma, and tech space. Each episode features exclusive conversations with CXOs, CIOs, data architects, and industry experts from across the US and Canada. From AI-powered transformation and natural language data access to real-time insights and data integration, TeqTalk explores how modern businesses can bridge the gap between technology and strategy. Whether you're a tech leader, marketer, or innovation enthusiast, TeqTalk delivers practical knowledge, thought leadership, and cutting-edge trends shaping the future of enterprise solutions. Subscribe to stay ahead in the world of artificial intelligence, cloud data platforms, healthcare tech, and business innovation. #gotomarket #ai #genai #teqtalk #Teqfocus #EastBayCXO #salesforce #snowflake #aws #partner #agenticai #datacloud #CIO #technicaldept #healthcare #homehealth #pharma

    50 min
  6. Episode 45: Public Health’s Biggest Weakness Isn’t Technology — It’s Data

    10/19/2025

    Episode 45: Public Health’s Biggest Weakness Isn’t Technology — It’s Data

    You can also apply to be the guest on TeqTalk: https://www.teqfocus.com/teqtalks/ You can connect with: Jas Kaur, CTO, Teqfocus: https://www.linkedin.com/in/jas-kaur-5396b237/ Karen Hay, Health Industry Advisor, Population & Public Health, Global Public Sector, Salesforce: https://www.linkedin.com/in/karen-hay-7179986/ ----------- What happens when technology meets public health at scale? In this episode of #TeqTalk, Jas Kaur sits down with Karen Hay, Health Industry Advisor, Population & Public Health, Global Public Sector, Salesforce to explore how digital transformation, data interoperability, and AI-driven public health systems are redefining the future of healthcare resilience. From SARS to COVID-19, Karen Hay brings frontline insights into how governments can build digital resilience, modernize legacy infrastructure, and prepare for the next outbreak using AI-driven, data-first systems. You’ll learn: - How digital transformation saved time and lives during the pandemic - Why data interoperability and governance are the new pillars of public health - The rise of AI epidemiology, digital agents, and intentional intelligence - Lessons from SARS 2003 and COVID-19 on outbreak readiness - Why cultural change and leadership are as critical as technology The future of public health is data-driven, AI-powered, and human-centered. Timestamps: 00:00 – Introduction 03:45 – The Cost of Legacy Systems in Public Health 08:10 – Building a Modern Public Health Data Platform 13:25 – The Role of AI and Digital Agents in Epidemiology 19:05 – Salesforce Public Sector + Cloud Modernization 25:40 – Governance, Security & Trust 31:50 – Culture, Agility & Change Management 38:20 – Intentional Intelligence: The Future of Public Health 45:00 – Closing Thoughts Watch the full TeqTalk episode to learn how leaders are transforming healthcare systems for the next decade. ----------- About podcast: TeqTalk is a leading technology podcast hosted by Jas Kaur, focused on the future of AI, data, and digital innovation especially in the healthcare, pharma, and tech space. Each episode features exclusive conversations with CXOs, CIOs, data architects, and industry experts from across the US and Canada. From AI-powered transformation and natural language data access to real-time insights and data integration, TeqTalk explores how modern businesses can bridge the gap between technology and strategy. Whether you're a tech leader, marketer, or innovation enthusiast, TeqTalk delivers practical knowledge, thought leadership, and cutting-edge trends shaping the future of enterprise solutions. Subscribe to stay ahead in the world of artificial intelligence, cloud data platforms, healthcare tech, and business innovation. #gotomarket #ai #genai #teqtalk #Teqfocus #EastBayCXO #salesforce #snowflake #aws #partner #agenticai #datacloud #CIO #technicaldept #healthcare #homehealth #pharma

    45 min
  7. Episode 44: How Amazon Connect Fixes Healthcare’s $12B Miscommunication Problem

    09/30/2025

    Episode 44: How Amazon Connect Fixes Healthcare’s $12B Miscommunication Problem

    You can also apply to be the guest on TeqTalk: ⁠https://www.teqfocus.com/teqtalks/⁠    Know more about AWS:  AWS: ⁠https://aws.amazon.com/⁠  Amazon Connect: ⁠https://youtu.be/QyQMSTawYlM⁠   Amazon Connect page: ⁠https://aws.amazon.com/connect/⁠  You can connect with:  Jas Kaur, CTO, Teqfocus: ⁠https://www.linkedin.com/in/jas-kaur-5396b237/⁠    Indy Sawhney, AI/ML Strategy & Adoption Acceleration Lead, US Commercial Sales, HCLS, Amazon Web Services: ⁠https://www.linkedin.com/in/indysawhney/⁠    -----------     Did you know miscommunication costs healthcare $12 billion every year?    In this TeqTalk episode, Jas Kaur sits down with experts to explore how Amazon Connect and AI-powered solutions are transforming patient engagement, improving trust, and driving measurable ROI for hospitals and health systems.    You’ll discover:  - Why poor communication is one of the biggest hidden costs in healthcare  - How Amazon Connect integrates voice, chat, mobile, and EHR systems like Epic to unify fragmented communication  - Real-world success: Jupiter Medical Center reduced appointment wait times from 2 weeks to 2 hours and cut backlog by 60%  - How Generative AI, Amazon Bedrock, Amazon Lex, and Lambda enable proactive, personalized patient interactions  - The role of guardrails, AI governance, and responsible AI frameworks in building patient trust  - Why the future of healthcare lies in intentional intelligence—autonomous operations, predictive insights, and patient-centric orchestration    Timestamps:  01:10 – The $12B Problem  05:45 – Why Patients Expect Amazon-like Experiences  11:20 – Amazon Connect for Healthcare  18:32 – Case Study: Jupiter Medical Center  25:15 – AI-Powered Connected Care  33:48 – The Quadruple Aim in Healthcare  41:22 – The Future: Intentional Intelligence  49:05 – Adoption Challenges & Strategy  55:40 – Responsible AI & Governance    Don’t let legacy systems and weak communication hold your organization back. Watch how AI, AWS, and Amazon Connect are redefining the future of healthcare.    -----------     About podcast:   TeqTalk is a leading technology podcast hosted by Jas Kaur, focused on the future of AI, data, and digital innovation especially in the healthcare, pharma, and tech space. Each episode features exclusive conversations with CXOs, CIOs, data architects, and industry experts from across the US and Canada.    From AI-powered transformation and natural language data access to real-time insights and data integration, TeqTalk explores how modern businesses can bridge the gap between technology and strategy.    Whether you're a tech leader, marketer, or innovation enthusiast, TeqTalk delivers practical knowledge, thought leadership, and cutting-edge trends shaping the future of enterprise solutions. Subscribe to stay ahead in the world of artificial intelligence, cloud data platforms, healthcare tech, and business innovation.      #gotomarket #ai #genai #teqtalk #Teqfocus #EastBayCXO #salesforce #snowflake #amazonwebservices #aws #partner #agenticai #datacloud #CIO #technicaldept #healthcare #homehealth #pharma

    46 min
  8. Episode 43: The Rise of Synthetic Users in Product Development

    09/10/2025

    Episode 43: The Rise of Synthetic Users in Product Development

    You can also apply to be the guest on TeqTalk: https://www.teqfocus.com/teqtalks/ You can connect with: Jas Kaur, CTO, Teqfocus: https://www.linkedin.com/in/jas-kaur-5396b237/ Ashish Arora, Head of Engineering & ML, Product Analytics, Autodesk: https://www.linkedin.com/in/ashish95arora/ ----------- AI is no longer about dashboards. It’s about real-time insights, hyper-personalization, and synthetic users that predict outcomes before launch. In this episode of #TeqTalk, Jas Kaur sits down with Ashish Arora, Head of Engineering & ML, Product Analytics at Autodesk, to explore how enterprises can reimagine product analytics with AI-native foundations. Here’s what we cover: - The 3 phases of analytics: batch (Hadoop/Spark), streaming (Kafka/Flink), and AI-native personalization - Why companies fail when they skip foundations and rush to real-time or AI models - How Netflix delivers millisecond personalization with sub-second inference - The role of feature stores, data pipelines, and governance in scaling AI reliably - Why synthetic users and AI agents are transforming product testing - The hidden risks: hallucinations, schema drift, bias, and trust gaps - How to prove AI ROI with incremental delivery tied to P&L and retention - The next 3–5 years: democratized AI where every engineering team can build on foundation models The gap between data engineering and AI engineering will vanish. The enterprises that modernize with AI-native data platforms will lead in speed, scale, and trust. Timestamps: 00:00 – Intro: From dashboards to real-time insights 01:12 – The 3 phases of analytics (batch, streaming, AI-native) 03:28 – Why rushing into real-time often fails 06:02 – Netflix case: millisecond personalization in action 08:37 – Feature stores and pipelines: the backbone of scaling AI 11:15 – Synthetic users & AI agents in product testing 14:04 – Guardrails & governance: trust, bias, and drift 17:32 – Proving ROI with incremental delivery 20:20 – AI-native platforms: semantic understanding & optimization 23:41 – Advice for leaders scaling AI-powered analytics 25:20 – Future outlook: democratization of AI in the next 3–5 years 27:00 – Closing thoughts Watch the full conversation to learn how Autodesk, AWS, and Cloudera leaders are shaping the future of product analytics and enterprise AI adoption. ----------- About podcast: TeqTalk is a leading technology podcast hosted by Jas Kaur, focused on the future of AI, data, and digital innovation especially in the healthcare, pharma, and tech space. Each episode features exclusive conversations with CXOs, CIOs, data architects, and industry experts from across the US and Canada. From AI-powered transformation and natural language data access to real-time insights and data integration, TeqTalk explores how modern businesses can bridge the gap between technology and strategy. Whether you're a tech leader, marketer, or innovation enthusiast, TeqTalk delivers practical knowledge, thought leadership, and cutting-edge trends shaping the future of enterprise solutions. Subscribe to stay ahead in the world of artificial intelligence, cloud data platforms, healthcare tech, and business innovation. #gotomarket #ai #genai #teqtalk #Teqfocus #EastBayCXO #salesforce #snowflake #aws #partner #agenticai #datacloud #CIO #technicaldept #healthcare #homehealth #pharma

    28 min

About

TeqTalk is a podcast series by Teqfocus that delves into various topics related to technology, data-driven engagement, and omni-channel marketing. The podcast aims to provide insights and discussions on how AI and advanced technologies are transforming industries, particularly focusing on healthcare and pharmaceutical marketing. TeqTalk is designed to be an informative and engaging resource for professionals looking to leverage technology to drive business success and enhance customer engagement.