Systems your business runs on, built to last.
Process redesign, software delivery and AI agents in production, for companies that want the result measured against numbers agreed at the start.
Outcomes from delivered work
- 500+deployments a day
Up from dozens, after a release process that ran in hours was rebuilt to run in minutes.
- 300+agent routes in production
Coordinated by one orchestration layer across a large regulated organisation.
- 0records lost
A core service was stopped mid-traffic in a live shutdown test. The conversation it carried finished intact.
- <10%of one hire, per team, per month
Inference cost for an AI system serving every team in the organisation.
Four services, one standard.
Whether the fix is a process change, a system or an agent, it ships with a baseline, a target and the documentation to keep it running.
Process optimisation
Work is mapped as it actually moves, every queue and rework loop gets a number, steps that exist out of habit are removed, and the redesign rolls out with before/after metrics.
Optimisation in detailSoftware delivery
Backend systems, APIs and web applications on the JVM and Go, taken from first commit to production and handed over tested and documented, so your team owns it.
Delivery in detailAI in production
Task-scoped agents, an orchestration layer once there is more than one, and permission checks enforced in code. Measured on cost per outcome, not on demos.
AI in detailTechnical advisory
Due diligence, build-vs-buy calls and architecture reviews for founders, investors and leadership. Delivered as a decision with the reasoning attached.
Advisory in detail
Selected work.
All projects- 01AMOS.Software · AI infrastructureAn AI agent orchestration control plane in production across a large regulated organisation: deterministic routing, read-only investigation before any action, and permissions enforced in code.
- 02Agents Skill Eval.Software · Web appA production evaluator that scores agent skill packages on spec compliance, security, token cost and effectiveness, with a machine-readable report built for CI.
- 03WealthTrack.Software · Self-hostedA self-hosted household net-worth tracker: one container, plain-text data, crash-safe writes and charts that make a decade of trend readable at a glance.
How an engagement runs.
Four stages, in this order. The numbers from the second stage are the ones the last stage is measured against.
- 01
Map
The first weeks go into how work really happens: the steps, hand-offs and systems involved, written down and agreed with the people who do it.
- 02
Quantify
Every stall, duplicate entry and rework loop gets a cost. That list, sorted by cost, is the scope of the engagement.
- 03
Build
Process changes, software or AI, in whatever mix the numbers justify. Shipped in increments that are in production early, not in a big reveal.
- 04
Hand over
Documentation, tests and the metrics from step two, measured again. The engagement ends when your team runs the result on its own.
What is slowing you down?
Describe the process, system or decision you need help with. You get a written reply from someone who has built the systems in question, usually within two working days.
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