AI Agents That Do Real WorkLimited availability

AI Agent & Copilot Development

Agents wired into your actual systems, closing tickets, processing documents, and moving work forward while your team sleeps. Built with the evals, guardrails, and monitoring that get agents past the demo stage and into production.

What We Build

Agents that plug into the systems you already run

Custom AI Agents

Autonomous agents that handle complete workflows end to end. Triage, research, drafting, execution, with human approval exactly where it matters.

Multi-step task execution
Tool use & API integration
Human-in-the-loop approvals
Eval suites & guardrails

Internal Copilots

Assistants grounded in your data and your processes. Your team asks questions in plain English and gets answers backed by your actual systems, with sources.

RAG over company data
Slack & Teams integration
Role-based access control
Source-grounded answers

MCP Servers & AI Tooling

Make your product or internal platform usable by AI. We build MCP servers that expose your APIs safely to Claude and other models, so agents can actually do things.

MCP server development
Tool & schema design
Auth & rate limiting
Claude & multi-model support

Agentic Automation

Back-office work that brittle RPA scripts can't handle. Documents, emails, approvals, data entry, handled by agents that can cope with messy, ambiguous input.

Document processing
Email & inbox automation
Legacy system integration
Audit trails & cost controls

Why This Commands Real Budgets

The comparison point is headcount, and headcount is expensive

It buys capacity

An agent that handles 60% of support tickets or processes invoices around the clock pays for itself in months. You're buying output that previously needed people, and the ROI maths is easy to defend.

Most agent projects stall

Plenty of companies have a flashy demo that never reached production. The hard part is evals, guardrails, and integration with messy real systems, and that's where we spend most of our time.

Production is the standard

Every agent ships with monitoring, fallbacks, audit trails, and cost controls. The same discipline we apply to systems processing billions of events a year.

Engagement Options

Start with proof, scale to a platform

Pilot Agent

£25-50k

One workflow taken to production and measured against a baseline. Prove the ROI before you commit to more.

What's Included:
One workflow, end to end
Eval suite & baseline metrics
Production deployment
Team handover & docs
Ideal For:

Teams who want evidence before scaling

Most popular

Agent Platform

£50-120k

Multiple agents on shared infrastructure with monitoring, evals, and cost controls, integrated with your core systems.

What's Included:
Multiple agents, shared infrastructure
Monitoring & cost dashboards
Core system integrations
Guardrails & fallback design
Ideal For:

Companies automating a department's workload

Enterprise Agent Infrastructure

£120k+

Agents as a capability across the business. MCP layers over internal APIs, governance, security review, and custom orchestration.

What's Included:
MCP layer over internal APIs
Governance & security review
Custom tooling & orchestration
Ongoing partnership
Ideal For:

Enterprises making AI part of how the business runs

Every engagement starts with a free consultation and a workflow audit. If an agent isn't the right answer for your problem, we'll tell you, it's cheaper for everyone.

How It Works

From workflow audit to production in weeks

01

Workflow Audit

We map the workflows worth automating, measure current cost and volume, and pick the one with the clearest ROI.

1-2 weeks
Result:

A shortlist of agent candidates with honest ROI estimates

02

Pilot Build

We build the first agent against real data, with an eval suite from day one so quality is measured rather than guessed.

4-6 weeks
Result:

A production agent measured against your baseline

03

Production Hardening

Guardrails, fallbacks, monitoring, cost controls, and security review. The unglamorous work that keeps agents reliable.

2-4 weeks
Result:

An agent you can trust to run unattended

04

Scale & Handover

Roll out to more workflows, train your team to operate and extend the platform, or keep us on as the engineering partner.

Ongoing
Result:

A capability your business owns

Got work an agent should be doing?

Free consultation. Bring the workflow that eats your team's time, we'll tell you honestly whether an agent can take it and what it would cost.

Limited availability. We take on 2-3 new projects per quarter to ensure quality.

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