Systems Architecture
AI Adoption & Human-AI Workflow Architecture
Redesign work for AI without automating ambiguity or removing accountability.
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.