Custom AI Agents & Automation
Purpose-built autonomous agents designed for complex administrative and operational decision-making.
The problem
Generic chat tools don't move work. The leverage is in agents that handle real, scoped workflows end-to-end — not assistants that answer questions about them.
How we work
Pick the right workflow
We scope to a narrow workflow with clear inputs, outputs, and a measurable cost of failure.
Design the operator
Tool surface, guardrails, human checkpoints, and audit trail — designed before a single line of code.
Build, evaluate, deploy
Built with modern agent frameworks, evaluated against real cases, deployed behind a human-in-the-loop where it matters.
Expand horizontally
Once one agent earns trust, we extend the same operator pattern to adjacent workflows.
What you get
- →Scoped agent specification
- →Production agent with full audit log
- →Eval set and regression suite
- →Operator manual for internal teams
Outcomes
- ✓Hours per week back to senior staff
- ✓Faster turnarounds on routine knowledge work
- ✓A repeatable pattern for the next agent
Who it's for
Operations leaders with high-volume knowledge work — intake, triage, reporting, research, compliance.