A prescriptive deployment sequence — which arcs to start with, how to configure governance, and how to scale.
Quick win · Customer Success
Highest volume of repetitive work, immediate measurable impact, lowest risk. Full HITL on outbound. Expect 60–80% of Tier-1 tickets resolved autonomously.
Revenue engine · Growth
Directly impacts pipeline and is easy to A/B test against your team. HITL on proposals over a threshold; auto-approve low-value outreach.
Financial backbone · Fiscal
Automates the most time-consuming back-office work. Full HITL on payouts; auto-approve reconciliation and reporting.
Full stack
Deploy the remaining arcs by priority. The Learning System goes last — it harvests data from everything before it.
Optimization
The first cross-process executive briefing. Charters auto-tune from KPI analysis. Continuous compound improvement.
Each arc runs in parallel with your existing departments — no rip-and-replace. A/B test AI against humans on the same tasks and let the numbers decide.
Roles evolve from execution to supervision and strategy. The org chart doesn’t shrink so much as move up the value stack.