01
Map of calls, models and cost sources.
CAPABILITY 02
Make usage, quality, and spend observable so decisions have clear criteria.
Discuss a challenge
DELIVERY
For operations connecting AI spend, quality and usage.
Map of calls, models and cost sources.
Criteria to compare providers and evaluate responses.
Measurement plan and operating usage limits.
Scope, timeline, investment, responsibilities and acceptance criteria are defined in the proposal. The first conversation checks fit with your context.
METHOD
Objective, context, risk, and success criteria.
Systems, data, people, cost, and constraints.
Architecture, experience, contract, and measurement plan.
Small, observable, testable increments.