Framework
Evidence Over Intuition: A Process for Building AI That Works
Most AI projects don't fail because the technology doesn't work. They fail because the team can't prove it works. Here is our process.
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Library
Evidence over intuition
Frameworks, playbooks, and case notes from our AI consulting work.
Latest thinking
Framework
Most AI projects don't fail because the technology doesn't work. They fail because the team can't prove it works. Here is our process.
Case Note
How a seemingly simple filter feature exposed a scaling problem early, and what the fix taught us about performance discipline.
Framework
A five-step framework for evaluating AI against business outcomes, user trust, and executive priorities instead of accuracy alone.
Article
Most businesses use AI like a calculator, asking a single question and accepting the first answer. This approach is a mistake for complex work. An AI’s true power is unlocked...