AI systems and workflow automation
Build AI into work that needs judgment and control.
Use AI for a defined part of the work while keeping human judgment, recovery, and business ownership clear.
Fit
Good fit when
- A recurring workflow includes time-consuming work that may benefit from AI assistance.
- An existing AI experiment needs clearer controls, evaluation, or human review.
- A team needs a clear handoff between automation and human decisions.
Capabilities
What we can help with
- AI-assisted workflow and system design
- Data access and permission design
- Evaluation, human review, and release controls
- Recovery and human handoff planning
First step
How the engagement starts
We begin with one workflow: its inputs, decisions, failure modes, success measures, and the actions that still need a person.