# AI Needs Context: Build Your Company “Core” File

Page: https://stenobird.com/podcast/microsoft-innovation-podcast-232124/ai-needs-context-build-your-company-core-file
Text version: https://stenobird.com/podcast/microsoft-innovation-podcast-232124/ai-needs-context-build-your-company-core-file.md
Podcast: [Microsoft Innovation Podcast](https://stenobird.com/podcast/microsoft-innovation-podcast-232124)
Published: 2026-04-27T18:00:00+00:00
Episode link: https://www.buzzsprout.com/1796418/episodes/19063599-ai-needs-context-build-your-company-core-file.mp3
Audio file: https://www.buzzsprout.com/1796418/episodes/19063599-ai-needs-context-build-your-company-core-file.mp3
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JSON: https://stenobird.com/v1/public/podcasts/microsoft-innovation-podcast-232124/episodes/ai-needs-context-build-your-company-core-file
Duration seconds: 1889

## Resource

Get featured on the show by leaving us a Voice Mail: https://bit.ly/MIPVM This episode with Balazs Horvath explores how AI is shifting from hype to practical value in business applications. The core insight is that models are now good enough, but value comes from context, not tools. CRM is becoming a database, interfaces are disappearing, and skills like problem framing, signal detection, and prompting matter more than building apps. AI works best as a colleague when organisations inves...

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## Transcript

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