Agents that take real actions, with real limits and real audit trails.
What this actually involves
An agent that can act on your systems is an insider with imperfect judgement. We design them accordingly: least privilege, bounded tool surfaces, idempotent actions and a human in the loop wherever a mistake costs more than a review.
The interesting engineering is in the escalation policy — knowing when the agent should stop and ask. That threshold is measured, not guessed.
Tool & action design
Narrow, idempotent, reversible tools with explicit blast radius.
Planning & orchestration
Multi-step workflows with checkpointing and resumption.
Confidence-based escalation
Calibrated hand-off to humans, tuned against your risk appetite.
Full audit trail
Every action, input and rationale recorded and replayable.
What lands in your repository
Every engagement ends with artefacts your team owns — not a slide deck describing artefacts your team could have owned.
- Agent runtime and tool catalogue
- Escalation policy and thresholds
- Replayable audit log
- Simulation environment for safe testing
A short conversation with an engineer, not a sales qualification call. If we're the wrong people for it, we'll say so and point you somewhere better.