Services
Four things we do in AI, done properly, plus the software engineering underneath them. If your problem is not on this list, the audit is the honest place to start.
Agents
Agents that take real actions in your systems — creating records, placing orders, moving work forward — behind approval gates you control.
13
Production tools in one shipping agent
7
Models with per-provider fallback ordering
Server
Where approval gates are enforced
Product
The whole product around the model — auth, billing, usage metering, multi-tenancy — not just the chat window.
Pre + post
Cost metered before and after each call
Per-tier
Model allowlists as a billing surface
5M+
Records served in one product data layer
Retrieval
Answers grounded in your documents, with citations that point at the page they came from.
RRF
Vector and full-text fused, not chosen between
HNSW
Indexed pgvector search
512
Max tokens per structure-aware chunk
Reliability
Knowing whether your AI feature actually works — measured against real traffic, not vibes.
PII-safe
Redacted, org-scoped transcript export
Written
Failure taxonomy, not tribal knowledge
Tool + args
Deterministic assertions, not vibes
Also
AI is where most of our work sits now, but it runs on ordinary software — and plenty of clients come to us for that alone.
Storefronts and marketing sites that load fast and convert — Next.js, Stripe and Square payments, and a CMS your team can actually use.
Full products from nothing: authentication, organisations, billing, APIs, and the boring infrastructure that decides whether you can ship a second feature.
AWS and Vercel deployments, Docker, CI/CD, and the PostgreSQL work that keeps a growing product from slowing to a crawl.
Multi-location marketing sites built to rank locally — structured data, per-branch pages, and measurable organic traffic.
Smaller than all of that? We do a fixed monthly website for local businesses — five pages, your own domain, hosting and updates handled.
Next step
Most engagements start with a fixed-price audit, so the first thing you buy is a decision rather than a commitment.