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Autonomous Agent Architecture Labs

We design purpose-built AI agents around your tools and data: agents that understand the context of a task, act through the systems you already use and deliver results you can check.

Start a buildHow we work

What we build

  1. Tool-connected agents

    Agents that read and act through your CRM, ERP, mail, calendar and documents via secure, permissioned connectors.

  2. Context and memory

    Retrieval, structured memory and business rules, so the agent knows your products, customers and processes.

  3. Guardrails and evaluation

    Test suites, scored evaluations and policy checks that catch wrong answers before your customers do.

  4. Full traceability

    Every step, tool call and decision is recorded, so you can see why an agent did what it did.

How we work

  1. Discover

    We map one valuable task end to end: inputs, systems, edge cases and what “done” means.

  2. Prototype

    A working agent on real data, reviewed with the people who do the task today.

  3. Harden

    Evaluations, permissions, fallbacks and monitoring for production.

  4. Operate

    We run, measure and improve it with you, then move on to the next task.

What you can rely on

  • You own it

    Code, prompts and data stay yours, with no lock-in to one model provider.

  • Measured, not guessed

    Quality is tracked against evaluations we agree with you upfront.

  • Safe by default

    Least-privilege access and human approval for anything irreversible.

Typical stack

  • Claude & GPT models
  • Model Context Protocol
  • TypeScript & Python
  • Postgres & pgvector
  • Cloudflare Workers
  • OpenTelemetry tracing

Let’s build yours.

Tell us which task you want to hand over. We’ll come back with a first concept and an honest estimate.

Start a build
Next capabilityAutonomous Agentic WorkflowsWe connect intelligent agents to the systems you already run, so routine work moves on its own and people step in exactly where judgment matters.