What we deliver
Three disciplines. One philosophy.
Small teams. Clean models. Efficient runtimes. Code you own. Each engagement is scoped, shipped, and handed over — no retainer, no rent, no lock-in.
Domain-specific engineering — for AI-first, Human-in-the-Loop workflows
Agentic Harnesses
The harness is the engineering between raw capability and reliable, business-ready behaviour. Capability is commodity. Engineering is the work.
Context assembly
What the AI sees — which documents, records, policies, prior decisions
Tool surface
The exact set of actions the AI is allowed to take, and the guards around each
Workflow orchestration
How agents hand work to each other, and when a human must sign off
Evaluation & observability
How you know it worked, what it cost, and how to prove it afterwards
Guardrails & policy
Domain rules and regulatory constraints baked into the runtime
Memory & state
What the system remembers between turns, sessions, users
Rewriting performance-critical or cost-critical systems in Rust
Oxidisation
Microsoft, AWS, and the Linux kernel have all reached the same conclusion for the same reasons. Resource cost falls by orders of magnitude. State guarantees become provable rather than hoped for. The savings compound for every hour the system runs.
Orders-of-magnitude cheaper
Rust applications routinely consume a fraction of the memory and compute of their Python, Node, or Java predecessors
State guarantees
The type system makes impossible states impossible — a whole class of production bugs is prevented at compile time
Full-stack Rust
Backend APIs, frontend (via WASM), embedded devices — one language across the whole surface
Energy-aware by construction
Efficient runtimes aren't a marketing line; they are how we design from day one
Auditable
Agentic systems move real money and make real decisions — we use the language that takes that seriously
Consolidating the SaaS stack under one roof you own
Domain Platforms
The buy-vs-build equation has just inverted. With agentic engineering, a small team can stand up the slice of Slack, Monday, or Jira your organisation actually uses — in days, not years. Built around your domain objects, not a vendor's generic ones.
One schema
Tickets, messages, cases, approvals, documents — all first-class objects in one model
One identity, one audit log
Offboarding in a single action. Auditors get one source of truth. DSARs stop being a two-week project
One surface for agents
Your harness sees the whole picture, not fragments across fifteen APIs — the agentic work gets materially better
Your workflows, honestly encoded
Not the vendor's opinion of how your industry should work
Data in your boundary
On your infrastructure, inside your compliance envelope, under your key management
No per-seat rent
The cost is capex, not opex. The asset is yours.
How we work
Scoped. Shipped. Handed over.
Discovery
Sit with the people doing the work. Map decisions, evidence, regulations, failure modes. Produce a harness blueprint.
Build
Implement in Rust. Ship tools, guardrails, observability, evaluation suite. Deploy to your environment.
Supervise
Run alongside existing process. Humans review every output. Harness learns from every correction.
Transfer
Train your team. Hand over the code. Stay on for as much or as little as you want. The IP is yours.
Which discipline does your problem need?
Often it is all three. We will tell you when it isn't.