/ 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.
/ 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.
/ start here
Let's scope your project properly.
Share your objectives, required features and timeline. Our team will review the project and provide a tailored proposal.
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