AI agent development
Agents that do the workand leave an audit trail
An agent that takes actions in your systems needs boundaries, retries, and a log. We build agents with explicit tool contracts, human approval gates on anything irreversible, and a full trace of every step.
500+
Projects delivered
most under NDA
100+
Clients served
5 regions
5
Systems live
in production now
—
Clutch rating
awaiting verified score
What we build
The work itself,component by component
Tool-calling agents
Typed tool definitions over your APIs, with validation before anything is executed.
Approval gates
Irreversible steps pause for a human. The agent proposes; a person confirms.
Multi-step workflows
Plan, execute, verify — with a bounded step budget so a loop cannot run away.
Observability
Every run is stored: inputs, tool calls, outputs, cost, and duration.
Failure handling
Retries with backoff, deterministic fallbacks, and a clear stop condition.
Integration layer
Connectors into the CRM, ERP, or ticketing system the agent needs to touch.
Why it matters
What changesonce it is running
Three things a buyer of this work should be able to hold us to.
Bounded autonomy — The agent can only call the tools you defined, with the arguments those tools accept.
Reviewable — Any run can be replayed step by step when someone asks what happened.
Costed — Per-run token and time cost is recorded, so the business case stays measurable.
Stack we use for this
- Python
- TypeScript
- MCP
- Celery
- PostgreSQL
- Docker
How it runs
Four stages,and you can leave after any of them
Scope
We agree what the system does and what shipping means, in writing.
Build
Short cycles in your repository, running before it is finished.
Ship
Deployed into your cloud account, reachable by a real user.
Stay
Maintenance and roadmap by the same engineers who built it.
Proof
The systemsthat back this page
FAQ
Questionswe get asked
Will it act without asking?
Only for steps you mark as safe. Anything destructive or outward-facing routes through an approval gate.
What happens when a tool fails?
The run retries with backoff, then stops and surfaces the error rather than improvising around it.
Can we add our own tools later?
Yes — tools are declarative. Adding one is a definition plus a handler.
AI agent development