Work
Selected engagements, in outline.
Client work is confidential, so we describe it in outline: the shape of the problem, what we did, and what stayed behind.
Custom MCP development
Purpose-built MCP (Model Context Protocol) servers for task management, compliance reporting and market intelligence.
A company brain for daily operations
A small company's operating knowledge reorganised so the AI could work inside it.
AI-augmented candidate screening
An AI first pass on the talent inbox, with every decision staying with the team.
Forecasting that speaks plain language
Plain-language strategy updates written straight into the financial forecast.
From ad-hoc prompting to agentic engineering
Coaching and agentic workflows that roughly doubled engineering output, with evaluation built in.
Go-to-market for a new AI model
Commercial strategy, community development and fundraising support for a company building a new model.