AI agents that take action, safely.

Agents combine LLM reasoning with tools such as APIs, databases, browsers and internal systems to complete multi-step work. We design agents with clear boundaries, approval steps and observability, so they automate the busywork without surprising anyone.

What we deliver

AI Agents & Automation

Agent design & tooling

Task decomposition, tool and function definitions and MCP server integrations.

Workflow automation

Back-office automation for operations, finance, HR, sales and support processes.

Multi-agent orchestration

Planner and worker patterns, hand-offs and shared memory for complex jobs.

Human-in-the-loop controls

Approval gates, escalation paths and full action audit logs.

Voice & chat agents

Customer-facing agents for support, booking and lead qualification.

Agent observability

Tracing, cost tracking and success-rate dashboards for every run.

Outcomes

What you can expect

  • Hours of repetitive work automated each week
  • Consistent, auditable execution of business processes
  • Agents that integrate with the systems you already use
Technology

Tools we use

Claude Agent SDKOpenAI AgentsLangGraphCrewAIMCPTemporaln8nPlaywright

We are vendor-neutral and choose tools to fit your stack, team and budget.

How it works

From first call to production.

  1. 1

    Free consultation

    A 30-minute call to understand your goals and constraints.

  2. 2

    Proposal

    A written scope, timeline and fixed price or monthly rate.

  3. 3

    Delivery

    Weekly demos and shared repositories, from day one.

  4. 4

    Handover & support

    Documentation, training and optional managed services.

FAQ

Common questions

How do you keep agents from doing something wrong?

Scoped permissions, approval steps for sensitive actions, validation on every tool call and sandboxed execution. Agents only get access to what the task needs.

Can agents work with our legacy systems?

Yes, through APIs where they exist, or through database access, RPA-style browser automation or custom integration layers where they do not.

Let's talk about AI Agents.

Tell us what you are building. We will reply within one business day with next steps, and the first consultation is free.