Data Pipelines for the AI Era: From Pilot to Production with Federico Lois- AI Whisperers X Crecimiento

​Join us for a dynamic talk with Federico Lois, a leading voice in AI infrastructure and systems design,as he dives into what separates AI experiments from real, scalable production systems. Drawing from hands-on experience and sharp industry insights, Federico will explore why tiny experiments aren't enough—and how success in the AI era depends on velocity, governance, and strong data pipelines. Building robust data pipelines is about creating platforms where AI decisions don’t just work once… they work every time.

​Through real-world case studies—from coffee roasters in Finland to veterinarians in Canada—you’ll learn:

• ​⚙️ Why "pilot ≠ production" and how to prepare for scale

• ​📊 How to build a single pipe, single truth architecture that supports reliability and observability

• ​🧠 The role of human-in-the-loop systems for trust and auditability

• ​💸 How to avoid the hidden costs of tokens, retries, and model misuse

• ​🛠 Patterns for integrating structured and vector data into cohesive AI workflows

• ​🚦 Why governance and observability are essential—not optional—for successful AI deployment

​Whether you're building apps, architecting systems, or making tech investment decisions, you'll walk away with a new perspective on what it really takes to scale AI in production, without scaling chaos.

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​​The event starts at 6 PM, i.e., people show up and talk but the presentation starts at 6:30 PM punctually.

​​​If you want to meet other people who are interested in AI, show up at 6 PM / 18H

​​​If you just want to see the presentation, come at 6:30 PM / 1830H

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​​AI Whisperers is a community of thinkers, builders, and explorers redefining how humans interact with artificial intelligence. Whether you’re an AI expert, an entrepreneur, or simply curious about where AI is headed, our events provide a space to go beyond the hype and engage with cutting-edge ideas in a practical and thought-provoking way.

​​AI Whisperers Events: Not Just Talks—Experiences

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​​🔹 Deep-Dive Sessions – Hands-on discussions that break down AI’s most complex challenges into actionable insights.

​​🔹 Live Demos & Collaboration – See AI in action, experiment with tools, and connect with like-minded individuals shaping the AI landscape.

​​Join the Conversation

​​AI isn’t just changing technology—it’s changing how we think, work, and interact. AI Whisperers is the place to explore, challenge, and innovate together. Whether you want to build with AI, understand its implications, or have thought-provoking discussions with people who care, our events are for you.

​​🔹 Curious? Come to our next event and experience it for yourself.