ADCS: One engine. Three management questions.
Control
What is running, and who is accountable? Make AI work visible with clear ownership.
Economics
What does it cost, and what value can we substantiate? Connect activity and provider economics.
Governance
What needs attention, and what can we report? Give leaders a clear record for review and action.
Evidence before ROI
Potential benefit, observed improvement, and financially realized benefit are different evidence stages. We bring an honest management perspective to AI value tracking.
Planned
Expected benefit recorded in the business case.
Estimated
A quantified forecast with explicit assumptions.
Measured
An observed improvement against a defined baseline.
Realized
Financial benefit confirmed in business results.
How the approach works
01
Setup
Establish the use case, owner and baseline.
02
Capture
Capture activity and cost.
03
Assess
Assess outcomes.
04
Decide
Decide what to expand, change or stop.
05
Evidence
Report the evidence.