AI Agents & Workflow Automation: Connect the process. Keep the decisions clear.
Map the workflow, integrate the systems and introduce supervised assistance where interpretation or tool selection adds value.
ForTeams coordinating repetitive work across existing systems.
Supervised workflow with an exception branch
Reply confirming the request and the next step for REQ-311.
Choose the right kind of automation.
Use defined rules for predictable steps. Assess AI when the task requires interpretation, retrieval or selection among permitted tools.
What the engagement can include
- Workflow discovery
- Triggers and input contracts
- Integrations and access boundaries
- Approval rules
- Logs and retries
- A human-owned exception queue
- Operating handover
Make exceptions part of the design.
Define what happens when data is missing, systems disagree or a provider is unavailable. Important actions need explicit responsibility.
Evaluate before expanding.
Use representative tasks to inspect usefulness, unsupported statements and failure handling.
How the work moves
Define the scope
Agree acceptance criteria
Build and review increments
Validate and release
Questions
The approval boundary depends on the task and risk. It is designed explicitly rather than assumed.
Connect the process. Keep the decisions clear.
Map the workflow, integrate the systems and introduce supervised assistance where interpretation or tool selection adds value.