AI agents and custom applications
Automate multi-step work with the controls production operations require.
Some workflows need more than a single automation or search interface. We design controlled systems that can use approved tools, present information, and request approval at the right point.
Request an AssessmentWhen this helps
- A process spans several tools and decisions
- Teams need a tailored operational interface
- Work requires approvals before system changes
- Off-the-shelf automation cannot fit the real workflow
Common opportunities
- Tool and system access
- Approval checkpoints
- Audit trails
- Monitoring and evaluation
- Custom operational interfaces
Production considerations
Designed around the real workflow.
Before implementation, we agree a baseline and practical success measures such as processing time, rework, handoffs, or response time.
- Least-privilege system access
- Approval boundaries
- Auditability
- Failure and fallback behavior
Common questions
Will an agent act without review?
Only where the workflow and risk review support it. High-impact actions should include clear approval boundaries.
Can it connect to our existing tools?
Integration options are assessed against the systems, permissions, and support model already in place.
How is quality monitored?
Define real workflow tests, monitor outputs and exceptions, and retain a fallback path for failures.
Explore related solutions and industries
See where this capability fits, or start with a workflow from your organization.