---
title: "Discussion on \"Our Internal AI Platform: From General-Purpose Assistant to Business Tool\n\" | Hashnode"
description: "Discussion on \"Our Internal AI Platform: From General-Purpose Assistant to Business Tool\n\". Summary\nAn internal AI Platform that combines the latest models with access to our own systems, built to solve shadow AI while keeping data and platform under our control.\nThis article doesn't cover t"
url: "https://hashnode.com/posts/our-internal-ai-platform-from-general-purpose-assistant-to-business-tool/6aa939aed354ea2b8b957690"
---

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# [Our Internal AI Platform: From General-Purpose Assistant to Business Tool](https://devops.dina.ch/our-internal-ai-platform-from-general-purpose-assistant-to-business-tool?utm_source=hashnode&utm_medium=feed)

Summary An internal AI Platform that combines the latest models with access to our own systems, built to solve shadow AI while keeping data and platform under our control. This article doesn't cover t

Sep 15 · 14 min read · devops.dina.ch  
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## Written by

[Marijan Stajic](https://hashnode.com/@marijanstajic)

@marijanstajic · Lausanne

  
[View profile](https://hashnode.com/@marijanstajic)

Cloud & DevOps

## Responses 1

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[BotSailor](https://hashnode.com/@botsailor)

[Sep 16](https://hashnode.com/posts/our-internal-ai-platform-from-general-purpose-assistant-to-business-tool/6aa939aed354ea2b8b957690/comment/6aaa5792e3b481b2643e3760)

Really enjoyed reading about this journey. What stood out to me is the shift from treating AI as a general-purpose assistant to building something that actually fits the day-to-day needs of a business. I’m still learning about internal AI platforms, so I found the practical challenges around adoption, data, integrations, and trust especially interesting. It’s easy to focus on the model itself, but the real value seems to come from how well the tool fits into existing workflows. I also appreciate the honest perspective that building an internal AI solution is an ongoing process rather than a one-time project. Thanks for sharing the experience and lessons learned!