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AI Chatbot

In this episode of the AI in Production podcast, we talk with Mariusz Mrowiec (VM.PL) about implementing a business AI chatbot in a production environment, from concept and architecture (Azure, API, RAG) to insights gained from running the solution.

We cover the 80/20 principle in AI projects, selecting GPT models, and the key challenge of deployments: data quality, consistency, and structuring.

What is the AI in Production Podcast?

AI in Production is an expert podcast focused on practical applications of artificial intelligence in business. We focus on real projects delivered in production environments and organizations where technology must be stable, secure, and scalable.

We talk about solution architecture (including Azure, APIs, and RAG), data quality, AI model selection, process automation, and the challenges that arise after implementation, not just at the concept stage.

This podcast is for business and technology leaders who want to make informed decisions about AI based on real project experience, not theoretical scenarios.

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International language versions powered by AI

Selected episodes are available in language versions generated using ElevenLabs text-to-speech technology.
Episodes marked with the “AI Voice” label are translated and localized using this technology.

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Jakub Orczyk Członek zarządu / Dyrektor sprzedaży
 VM.PL
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