Implementation
Low disruption. Clear responsibilities. Measurable gates.
Implementation starts with the existing operating environment and advances through controlled releases only after technical, operational, and governance criteria are satisfied.
| 1. Discovery | Inputs: workflows, policies, volumes, pain points. Output: prioritized opportunity map. Typical timing: 1–2 weeks. |
|---|---|
| 2. Data Connections | Inputs: approved APIs, schemas, access controls. Output: integration contract and test environment. Customer: system owners and access approvals. |
| 3. Workflow Definition | Inputs: current procedures and exception cases. Output: states, valid actions, permissions, and escalations. |
| 4. Policy Compilation | Inputs: approved workflow and real historical cases. Output: reviewed, versioned runtime artifacts. |
| 5. Pilot | Inputs: bounded population and operating window. Output: supervised deployment and KPI dashboard. Typical timing: 6–12 weeks by workflow. |
| 6. Measurement | Inputs: baseline, pilot events, audit and intervention data. Output: operational, economic, and governance assessment. |
| 7. Production | Inputs: accepted scale criteria and release plan. Output: expanded deployment, monitoring, and change governance. |
ROI modeling
Estimate a pilot hypothesis—not a promise.
This simple model estimates addressable labor value. Actual outcomes are established through baseline measurement and controlled pilot results.
Illustrative annual addressable labor value$0Before implementation cost, adoption effects, and quality adjustments.