Topics
What do I work on?
I work on four questions that decide whether AI pays off in a company. Each page explains the topic in business terms and collects my talks and articles on it.
AI demand intake and prioritization
Which AI ideas get done
AI demand intake is how a company collects requests for AI solutions and decides which ones get built, so that a few scale and do not stay pilots.
Read moreAI portfolio management
Steering many AI initiatives
AI portfolio management means steering many AI initiatives at once and knowing what is running, what it costs, what it delivers and what deserves more capacity.
Read moreAI FinOps and tokenomics
What AI costs
AI FinOps is the discipline of managing what AI costs, from seeing where the cost originates to forecasting it and deciding who owns the bill.
Read moreAI value realization
Measuring what AI delivered
AI value realization means showing what an AI solution delivered after it went live, in usage and in business effect, so that its value survives prioritization.
Read moreMy examples often come from supply chain and operations, with generic and public cases.
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