/ industries / ai & automation

AI that ships to production, not to a demo day.

LLM features, copilots, and automation, integrated where they create measurable value. We've shipped AI compliance sandboxes, study tools, and domain copilots that cite their sources.

Start a Project Request a Consultation

/ what we solve

The problems ai & automation teams bring to us.

Demos are easy; production is not

Most AI features die between the prototype and real users. We build with rate limits, fallbacks, cost controls, and evaluation from the start.

Hallucination is a business risk

In compliance, engineering, and safety-critical domains, a confident wrong answer is worse than no answer. We build AI that cites sources and defers when it should.

AI needs a product around it

A model is not a product. We build the flows, dashboards, and guardrails that turn LLM capability into something your team actually uses.

/ what we build

Delivered by the relevant specialists, not generalists.

LLM features (OpenAI, LangChain)
Domain copilots that cite sources
AI sandboxes & scenario modeling
Automation bots & agent tooling (MCP)

Cloud & DevOps Engineering

AWS-native architecture (CDK, Lambda, Fargate, EventBridge), CI/CD, IaC, caching, and cost optimization.

AI Integration & Automation

Custom AI assistants, automation workflows, knowledge systems, document intelligence and business integrations designed around your organisation's requirements.

/ proof