Insights

Notes from the work.

Practical engineering guidance on building, operating and improving AI systems.

A working prototype is a decision tool.

A prototype should answer one useful question before you expand the build.

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Make AI cost visible before it grows.

Treat model usage as part of system design, not an invoice surprise.

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A useful next step

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