Ghiduri

AI economics control plane

A playbook for managing AI investment through adoption, unit economics, operating cost, and scale decisions.

Rezultate urmărite

Criterii care trebuie să fie adevărate înainte ca extinderea în producție să continue.

Ghiduri

AI value reviews connect adoption, cost, quality, risk, and expansion decisions.

Ghiduri

Unit economics are measured per completed outcome rather than per request.

Ghiduri

Scale decisions are tied to cohort evidence, not one-time launch assumptions.

Etape de execuție

Fiecare etapă produce artefacte operaționale pe care echipa le poate verifica și folosi.

01

Set economic baseline

Capture current volume, handling cost, rework, quality loss, delay cost, and risk exposure before rollout.

Livrabile

  • Baseline worksheet
  • Value hypothesis
  • Owner map
02

Model adoption ramp

Forecast adoption by cohort, workflow eligibility, enablement, reviewer load, and abandonment signal.

Livrabile

  • Adoption ramp model
  • Cohort plan
  • Enablement triggers
03

Measure unit economics

Track cost per completed outcome across model, retrieval, tooling, review, support, and exception recovery.

Livrabile

  • Unit economics sheet
  • Outcome cohorts
  • Cost guardrails
04

Run scale decisions

Use value reviews to decide whether to expand, tune, hold, or retire each workflow class.

Livrabile

  • Value review agenda
  • Scale decision log
  • Remediation backlog