AI agents
Agents that do the work, and ask before it matters.
Tool-using agents that look things up, fill in records, draft replies and run multi-step tasks across your systems, with clear permissions, guardrails and a person approving the steps that count.
Typical timeline: 4–8 weeks
Capabilities
What's included
- Task design: what the agent may do, and what it must hand over
- Tool and API connections with scoped, least-privilege access
- Human approval steps for payments, sends and record changes
- Guardrails on inputs, outputs and tool calls
- Full trace logging of every step and decision
- Eval scenarios covering success, failure and edge cases
- Dashboard to review, approve and correct agent runs
How we work
From brief to live
- 01
Scope
3–5 daysThe task, the tools, the limits and the approval points, agreed in writing.
- 02
Build
2–5 weeksAgent, tools and guardrails, tested against scripted scenarios.
- 03
Supervised launch
2–4 weeksEvery action approved by a person at first, then autonomy widened as the logs earn it.
Work
Related work
FAQ
Good to know
Only where you decide it may. Most agents start fully supervised and earn autonomy on low-risk steps once the logs show they get them right.
The Vercel AI SDK, LangGraph or plain code, depending on your stack. We avoid heavy frameworks when a simple loop will do.
Every step is logged and reversible where possible, and failed runs alert a person instead of retrying blindly.
Have something in mind?
Send a short brief or book a 20-minute call. We reply within one working day.