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Your AI Opportunity

You've Got a Problem. We'll Figure Out How AI Solves It.

You've got a problem that AI could solve. We'll figure out how — or help you find it.

// SERVICE_INFO

APPROACH

Prototype first, then production

DELIVERABLE

Working AI system, not a strategy document

// HOW THIS WORKS

You bring the problem. We bring the AI expertise. We prototype fast to prove the approach works, then build the production system. Agents, pipelines, integrations, guardrails, custom models, fine-tuning — whatever the problem needs. You get working software, not a strategy document.

// WHAT WE BUILD

Whatever You Need

AI agents, custom model creation, LLM fine-tuning, data pipelines, recommendation systems, document processing, customer-facing AI — we start with your problem, not our product list.

Prototype First

A working proof of concept before you commit to a full build. Real enough to show your board and test with users.

Production System

Engineered for scale, reliability, and maintainability. Guardrails, monitoring, and handover included.

Your Team Owns It

We train your team to maintain and evolve the system. You're not dependent on us forever.

// EXAMPLES

An AI assistant for 80 buildings across the UK. A cancer research platform serving 100+ academic institutions. A guardrail architecture handling millions of customer interactions at 99.9% accuracy. An AI anonymisation engine for healthcare data. Every one started as a conversation about a problem.

Ready to Build?

We help enterprises pick the few AI bets that matter and get them into production.

Barnacle Labs
Barnacle_Labs

AI for breakthroughs, not buzzwords.

34 Tavistock Street, London WC2E 7PB

Google Cloud Partner
  • Barnacle Labs Ltd. England & Wales.
  • Company No. 14427097
  • © 2026 Barnacle Labs Ltd.