Products
Consulting hours prove you can be hired. Shipping products that people pay for proves you can finish. We do both, deliberately — the engineering problems we solve in our own products are the ones we solve faster in yours.
A B2B intelligence layer over 5M+ Companies House records, exposed over both MCP and REST so an AI agent can query it as a first-class data source rather than scraping a UI.
The engineering
Every claim in a generated dossier is provenance-tracked back to its source record — a direct answer to frontier models confidently inventing company facts. A scheduled intent pipeline runs every six hours against user targeting rules.
A production SaaS boilerplate covering the parts every product needs and nobody wants to build twice: auth, billing, organisations, background jobs, and document ingestion.
The engineering
Hybrid retrieval fusing pgvector cosine search over HNSW with PostgreSQL full-text via Reciprocal Rank Fusion, fed by a Celery ingestion pipeline with structure-aware chunking and citation-ready output.
Trip planning where the agent does not just suggest — it writes itineraries, day plans, and saved places directly into your trip, then keeps them current.
The engineering
Agentic write tools over live data sources: flight and hotel search, geocoding, weather and forecast, with usage-metered Stripe tiers so inference cost tracks revenue.
An MIT-licensed Obsidian vault template where Claude Code is the operator, with defined workflows for ingesting, querying, linting, and promoting notes.
The engineering
The instruction file is the product. Six deterministic agent workflows over plain Markdown — no server, no database, no lock-in.
Why this matters to you
Running products on our own budget forces decisions that consulting work lets you avoid. Cost metering, provider fallback, retrieval quality and eval discipline are not theory here — they are things we got wrong on our own bill before we got them right on yours.
Next step
Most engagements start with a fixed-price audit, so the first thing you buy is a decision rather than a commitment.