A small senior AI consulting studio.
We work with global clients on AI engineering, research, and the operational work that turns prototypes into production.
What we do
Six practice areas. Senior consultants only. Small teams, direct client access, written deliverables.
AI engineering
Working applications and infrastructure on Anthropic, OpenAI, and open models.
LLM applications
Full-stack builds: Next.js, edge deploys, retrieval, and tool use.
Agentic systems
Tool use, planning, and evaluation for systems that do real work.
Technical research
Vendor reviews, model selection, and prior-art surveys with sources.
Knowledge synthesis
Interview transcripts and raw notes turned into structured deliverables.
Documentation
Reference docs, internal handbooks, and external technical writing.
How we work
- Small senior teams.
- Direct client access. No layers between you and the work.
- Project scoped, fixed weekly, or retainer. Whichever fits.
Recent writing
Notes on AI engineering, retrieval, evaluation, and the discovery work that precedes a build.
Search · Apr 22, 2026
How LLMs rank citations
A practical look at how generative search surfaces source documents and what that means for technical content strategy.
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Engineering · Mar 14, 2026
Evaluating retrieval pipelines without theatre
A short framework for measuring retrieval quality with metrics that survive contact with production traffic.
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Discovery · Feb 8, 2026
Scoring AI use cases for prioritisation
A scoring rubric we use during discovery to separate the loud bets from the load-bearing ones.
Read
We are hiring senior consultants.
Remote, senior, transparent compensation. Read the open roles or apply through the ATS.