AI that works in production.

Engineering AI-augmented systems and the visibility layer around them. From RAG and agents through GEO.

What we build

AI, in practice.

Adding chat, search, and summarisation to existing systems — answering from your data, not generic info. Built with RAG and vector databases.

Multi-step automation for operations, customer service, content. The right model for the task, not the trend.

Helping brands show up in AI-generated answers. Visibility tracking across ChatGPT, Claude, Perplexity, Copilot, and Gemini. AI-era content strategy.

Where AI actually adds value — and where it doesn't. Build-vs-buy, model selection, data readiness.

Tools we work with

OpenAI · Claude · Perplexity · Copilot · Gemini

Tell us what you're building, what data you have, and where AI might actually add value.

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