Systems Architecture
AI Adoption & Human-AI Workflow Architecture
Redesign work for AI without automating ambiguity or removing accountability.
Payment
Fixed sessions are paid in full before confirmation. Projects are billed by milestone, and retainers monthly in advance. You receive a proposal or invoice stating scope and related costs before payment.
01
What this engagement is for
A tool-independent architecture for AI readiness, human oversight, agent permissions, exception handling, audit, and review before specialist implementation.
02
Use this when
- AI pilots have not changed the operating result
- Teams cannot agree what should remain human
- Agent permissions and accountability are undefined
03
What you receive
- AI readiness assessment
- Human-agent workflow map
- Permission and exception model
- Governance and evaluation requirements
- Specialist implementation brief
Start with the real context, not a perfect brief.
Anyone may apply. We review fit, scope, and the right starting point within three business days.