Outcomes & Measurement

Internal AI either pays for itself or it does not. Two simple ROI models, onboarding ramp reduction and recovered search time, that you can run

The first weeks decide whether a new hire ramps fast or flounders. Most stall not from lack of effort, but lack of access to answers.