Notes from the Lab

Articles on building and running AI software.

OPERATING MODELS

What AI native means in a working company

A practical operating model starts with a workflow, its owners, and the decisions a system is allowed to make.

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ARCHITECTURE

Private AI starts with a data-flow diagram

The useful question is where information travels, who can access it, and what gets retained.

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ENGINEERING

What to validate before an AI pilot goes live

A convincing demo is a starting point. Production acceptance needs evidence about normal cases, difficult cases, and failures.

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