Code is nearly free.
Orchestration is the work.
AI agents have pushed every developer up the stack — from author to architect. What costs now, and what matters, is the orchestration: the system, the data model, the safety boundary, the way the parts hold together.
Four decisions an agent cannot make for itself.
System safety
Boundaries, permissions, review gates around what agents can touch. Audit trails as a first-class output.
Architecture
Service shape, data flow, versioning. The decisions the agent shouldn't be asked to make.
Cost-efficiency
Model choice, token budgets, hardware footprint. Tools that pay back on quarter one.
Data centralisation
One trusted store the rest of the business reads from. The pre-requisite for AI to be useful.
Concrete products. Built to be owned.
Websites
Ultra-fast, latest stack, custom backends and databases. Perfect 100/100 core web vitals. Deployed in hours, not months. Built to be owned, not subscribed to.
Internal tools
PIM, CRM, ops dashboards, custom workflows. Unlimited features, first-party ownership, no licensing fees.
Data warehousing
First-party pipelines pulling APIs directly into your cloud. Replaces third-party connector subscriptions.
AI employees
A virtual product manager that prepares product changes in the database — made ready for human one-click approval. A data analyst that points out demand patterns regularly. Custom-built, with guardrails and audit trails.
Recent projects.
- — 2026Data pipelinesThird-party data connectors replaced with first-party cloud-run jobs reading directly from the APIs. Cuts third-party service costs entirely.Build
- — 2026PIM programmeFull product information management, built in first-party ownership. Replaced spreadsheet-based systems with little-to-no running cost and no third-party licensing.Build
- — 2025Data centralisationA first-party backbone — POS, web, ads and finance all pulled into one central place.Build