Product advisory

Which AI features are worth building.

Advisory memos for PE readers asking which AI features a portfolio company should deepen. Each feature is mapped to the work it automates and to the public evidence that can bound it, if any honestly exists. Published benchmarks attach to the job, not the vendor. Two competing products in the same category share those benchmarks and differ in their company-specific findings. Pilots, not benchmarks, decide the build.