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Perspectives

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Perspectives on enterprise AI from the people who build production systems for a living. Field stories, hard-won lessons, and the questions that separate a slide from a system.

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Perspectives - field stories on enterprise AI
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Production Grade Is a Milestone. Operational Grade Is the Outcome.
Enterprise AI

Production Grade Is a Milestone. Operational Grade Is the Outcome.

Almost no one asks the harder question: is it operational grade?

Vineet KumarJune 24, 2026 4 min
The Best AI Solution Is Often Not the Obvious One
Enterprise AI

The Best AI Solution Is Often Not the Obvious One

First-principles thinking for enterprise AI: a field story from CPG.

Vineet KumarJune 5, 2026 4 min