ACTIVE → ITERATION → ADOPTION

1) ACTIVE: align key stakeholders

Goal: align leadership, business teams and IT around concrete use cases.

2) ITERATION: prototype fast, learn fast

We favor short loops, user feedback, and guardrails.

3) ADOPTION: measure, improve, roll out

Adoption must be managed: usage KPIs, satisfaction, quality, ROI.

Example checklist

• prioritized use case
• accessible data
• risk / compliance framed
• deployment + monitoring

type Kpi = { name: string; target: number }

const kpis: Kpi[] = [
  { name: "Active users", target: 200 },
  { name: "Tasks automated / week", target: 1200 },
]