---
title: "Discussion on \"5 Centralized Data Platform Mistakes That Cost Us 30% in Productivity\" | Hashnode"
description: "Discussion on \"5 Centralized Data Platform Mistakes That Cost Us 30% in Productivity\". Learn how schema drift and access control failures caused a 30% productivity drop in our centralized data platform, and how we fixed it."
url: "https://hashnode.com/posts/5-centralized-data-platform-mistakes-that-cost-us-30-in-productivity-1/69c408591a9bc95ab88e3c87"
---

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# [5 Centralized Data Platform Mistakes That Cost Us 30% in Productivity](https://aiwithmohit.hashnode.dev/5-centralized-data-platform-mistakes-that-cost-us-30-in-productivity-1?utm_source=hashnode&utm_medium=feed)

Learn how schema drift and access control failures caused a 30% productivity drop in our centralized data platform, and how we fixed it.

Mar 25 · 2 min read · aiwithmohit.hashnode.dev  
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-   [#data-governance](https://hashnode.com/tag/data-governance)
-   [#data-integration](https://hashnode.com/tag/data-integration)
-   [#enterprise-data](https://hashnode.com/tag/enterprise-data)
-   [#big-data](https://hashnode.com/tag/big-data)

## Written by

[Mohit Verma](https://hashnode.com/@mohitvverma)

@mohitvverma · Delhi, India

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

AI/ML Engineer | Building production RAG, agents, and LLM systems

AI/ML Engineer building production RAG pipelines, multi-agent systems, and LLM-powered products. Writing about what actually works in production.

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