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Memia Strategy Notes

Internal AI indexes: benchmarking AI capability against your own operations

CAIO Enterprise AI Portfolio series, Part 2

Ben Reid's avatar
Ben Reid
Feb 15, 2026
∙ Paid

This strategy note is Part 2 in a subscriber-only series outlining the Enterprise AI Portfolio Management framework for CAIOs that I use in Memia’s AI Strategy client engagements. As always, please reach out with comments, questions and enquiries.

Part 1 Recap:

Part 2 Summary:

  • Public AI benchmarks are useful for shortlisting models but don’t translate well…

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