Lessons from the trenches - Enterprise AI Enablement
Ankita ChatrathFor the people shipping AI in enterprise — what data, architecture, governance, and Org design actually look like when pilots hit production.
| Platform |  | Pricing | Only free issues | Publishes | Twice weekly |
|---|---|---|---|---|---|
| Issues | 28 | Subscribers | Read | ankitachatrath.substack.com |
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OpenAI Built the Destination with Its In-House Data Agent
## Introduction
How to Make Enterprise Data AI-Ready
In the last article, we explored the context layer and why it matters so much in Enterprise AI implementations. Since then, many of you have asked for practical examples and a closer look at the data challenges that show up during real depl...
The Context Stack: What Matters Most for AI Enablement Today
Everyone is racing to upgrade their model. Fine-tuning on domain data. Swapping vendors at contract renewal because the benchmarks shifted. Within my domain of expertise, i.e. Finance, teams carry particular pressure to demonstrate they are...
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Senior AI PM at the crossroads of Enterprise Enablement, AI and Product Strategy. Exploring LLMs, agentic workflows and data platforms reshaping decisions. Real lessons from shipping AI in large orgs—for PMs and builders who want impact over hype.
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