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Notes on reliable AI.

Working notes on grounding, provenance, and the context layer enterprise AI runs on.

Why every enterprise AI pilot fails

The failure is not in the model. It is in the missing context layer every enterprise AI deployment needs to succeed.

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India's GCCs are sitting on the most valuable AI training data in the world

Global Capability Centers process the world's enterprise workflows. The data they generate is the rarest dataset in AI, and it is not being captured systematically.

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