DS STREAM AI & DATA Talks is your guide to the world of data-driven business transformation. In this series, we move beyond the buzzwords to explore real-world AI implementations, robust data engineering strategies, and cutting-edge machine learning solutions. Join us as we host industry experts and practitioners to discuss the technologies driving efficiency, innovation, and growth across modern industries.
AI & DATA Talks #7 How Agentic AI Is Transforming CPG Data Operations
Third-party data can be a powerful competitive advantage for CPG companies, but managing POS data, distributor feeds, and market intelligence often comes with significant operational challenges.
In this episode of DS Stream AI & DATA Talks, Carlos Navarro and Bartosz Chojnacki discuss how Agentic AI is transforming data operations, from onboarding new data sources and improving data quality to automating complex workflows and reducing costs.
Topics: Agentic AI, CPG data operations, third-party data management, POS data, distributor data, AI agents, data quality, Human-in-the-Loop, enterprise AI
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About the series: AI & DATA Talks explores real-world AI & Data implementations in FMCG, retail, and beyond.
More about us: http://www.dsstream.com
Follow us on LinkedIn: http://www.linkedin.com/company/dsstream
24 Aug 2026
AI & DATA Talks #6 Hidden Losses in Retail. AI Solutions That Save Millions
In this episode of DS Stream AI & Data Talks, we uncover the hidden losses that silently drain millions from retailers every year, and how AI fixes them.
Topics: hidden losses in retail, lost retail revenue, reduction in out-of-stocks, waste reduction, AI implementations in retail
📩 Want early access to future episodes?Subscribe to our newsletter:🔗 https://2eqahx.share-eu1.hsforms.com/2Cx7PixjCS4K0CF0bNBdxpQ
About the series: AI & DATA Talks explores real‑world AI & Data implementations in FMCG, retail, and beyond.
More about us: http://www.dsstream.com
Follow us on LinkedIn: http://www.linkedin.com/company/dsstream
14 Jul 2026
AI Factory: Operating Model for AI at Scale
In this episode of DS Stream AI & DATA Talks, Magdalena Okrzeja and Carlos Navarro explore what it really takes to move from scattered AI pilots to AI at scale, and why most organizations get stuck in "POC hell."
Topics: why so many AI pilots never reach production, how to design an AI operating model, why governance and observability matter from day one, and how to choose a first use case that becomes the seed of a full AI Factory.
Want to see where your organization stands? Visit https://aifactory.dsstream.com (https://aifactory.dsstream.com/) to score your organization in 5 minutes, check if your use case is ready to scale, and book a free Maturity Review while a few spots remain.
About the series: AI & DATA Talks explores real-world AI & Data implementations in FMCG, retail, and beyond.
More about us: http://www.dsstream.com (http://www.dsstream.com/)
Follow us on LinkedIn: http://www.linkedin.com/company/dsstream (http://www.linkedin.com/company/dsstream)
26 May 2026
AI & DATA Talks #5 AI Powered Sales Voice Agents That Actually Sell
In this episode of DS Stream AI & DATA Talks, Magdalena Okrzeja and Bartosz Chojnacki explore how AI‑powered voice agents are transforming sales. both as assistants for reps and as interfaces for clients.
Topics: why sales is becoming an early adopter of AI, why voice is such a powerful modality, how voice agents support sales reps in daily work, how client‑facing voice bots create new buying experiences, and what architecture, data access, and security are needed to scale voice in sales.
About the series: AI & DATA Talks explores real‑world AI & Data implementations in FMCG, retail, and beyond.
More about us: http://www.dsstream.com
Follow us on LinkedIn: http://www.linkedin.com/company/dsstream
27 Apr 2026
AI & DATA Talks #4 Building AI‑Ready Organizations: AI Transformation Guide for Leaders
In this episode of DS STREAM AI & DATA Talks, Katarzyna Bołtowicz and Paulina Dubowik discuss what it really takes to build AI-ready organizations and move from AI anxiety to practical action.
Topics: the biggest fears and barriers around AI, how to turn hype into concrete use cases and POCs, why working on the client’s own data matters, and how change management helps teams adopt AI more effectively.
About the series: AI & DATA Talks explores real‑world AI & Data implementations in FMCG and retail.
More about us: http://www.dsstream.com
Follow us on LinkedIn: http://www.linkedin.com/company/dsstream
17 Mar 2026
AI & DATA Talks #3: AI in Assortment: Smarter Decisions for Retail Leaders
In this episode of DS STREAM AI & DATA Talks, AI Advisors Jakub Dubowik and Bartosz Chojnacki explore how AI transforms assortment and category management for retail and FMCG leaders.
Topics: today’s key assortment and pricing challenges, how AI and ML improve forecasting, promotions, and margins, and how to start with AI‑driven assortment optimization in a low‑risk, high‑impact way.
About the series: AI & DATA Talks explores real‑world AI & Data implementations in FMCG and retail.
More about us: http://www.dsstream.com (http://www.dsstream.com)
Follow us on LinkedIn: http://www.linkedin.com/company/dsstream (http://www.linkedin.com/company/dsstream)
12 Feb 2026
AI & DATA Talks #2 AI in Sales: Transforming CPG Sales Strategies
In this episode of DS STREAM AI & DATA Talks, AI Advisors Magdalena Okrzeja and Jakub Dubowik discuss how AI transforms CPG sales, with a special focus on field execution.
Topics: key challenges in CPG sales, real business impact of AI in field sales, predictive analytics and Smart Assistants for just‑in‑time decisions, and what makes AI implementations successful in practice.
About the series: AI & DATA Talks explores real-world AI & Data implementations in FMCG and retail.
More about us: http://www.dsstream.com (http://www.dsstream.com)
Follow us on LinkedIn: http://www.linkedin.com/company/dsstream (http://www.linkedin.com/company/dsstream)
13 Jan 2026
AI & DATA Talks #1 AI in Retail: Opportunities, Challenges, and Advantages [PL/EN Subs]
In this premiere episode of DS STREAM AI & DATA Talks (recorded in Polish with English subtitles), COO Katarzyna Bołtowicz discusses with experts Magdalena Okrzeja and Jakub Dubowik how AI transforms retail.
Topics: challenges in retail, predictive analytics in demand planning, why 95% of AI projects fail to deliver ROI, and custom AI vs. SaaS solutions.
About the series: AI & DATA Talks explores real-world AI & Data implementations in FMCG and retail.
More about us: http://www.dsstream.com (http://www.dsstream.com)
Follow us on LinkedIn: http://www.linkedin.com/company/dsstream (http://www.linkedin.com/company/dsstream)
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