Autonomous agents that get work done
We design multi-agent systems that plan, call your tools and finish multi-step tasks on their own — with the guardrails, audit trails and escalation paths that make autonomy safe to put in front of real work.
Technology we build with
Autonomy you can actually trust in production
An agent is only useful if you can bound what it does and prove what it did. We build agents around explicit tool contracts, planning and reflection loops, and observability that captures every decision — so autonomy expands under control rather than by surprise.
- Planning and reflection loops that decompose goals into verifiable steps
- Typed tool interfaces to your systems, with permissions enforced per action
- Guardrails that bound scope, spend and side effects, with human approval gates
- End-to-end tracing of every step, tool call and decision for audit and debugging
The anatomy of a production-grade agent
Every layer an autonomous system needs to act safely against your real infrastructure.
Tool-using agents
Agents wired to your APIs, databases and SaaS with typed contracts and per-action permissions.
Planning & reflection
Goal decomposition, self-critique and retry loops that recover from errors instead of failing silently.
Multi-agent orchestration
Specialist agents that coordinate through a supervisor to tackle complex, cross-system workflows.
Guardrailed autonomy
Scope, spend and side-effect limits with human-approval gates on the actions that matter.
Full observability
Step-level tracing and replay so every agent decision is auditable and debuggable in production.
Workflow completion
Agents that carry a task from intake to resolution, escalating to humans only when they should.
Agents that operate across your business
Where autonomous agents deliver compounding leverage.
Evaluation-driven
Every build ships with an evaluation suite, so quality is measured rather than asserted.
Deployed your way
Your cloud account, VPC or on-premise — including open-weight models where data cannot leave.
Source-code handover
You receive the code and the documentation. No lock-in to us to keep it running.
Human in the loop
Approval gates and review queues wherever an automated mistake would be costly.
Common questions
We bound every agent with typed tool contracts, per-action permissions, spend and scope limits, and human-approval gates on high-impact actions. Anything outside its envelope simply isn't callable.
Deploy an agent that ships real outcomes
Pick one end-to-end workflow and we'll have a guardrailed agent in production within weeks.