Two different kinds of evidence. Below is work A&O built and operates — you can go and use it. Further down is the founder's prior experience, which is where the operating judgment was formed. We keep them separate on purpose.
Shipped as A&O. Every item links to something live.
A privacy-first iOS journalling app, live on the App Store.
Runs entirely on Apple’s on-device models — no cloud, no data leaving the phone. Per-entry extraction, deterministic aggregation, nightly memory consolidation, and on-device embeddings. Product, pricing, and go-to-market owned end to end.
A production multi-agent orchestration platform.
Custom LLM routing across multiple model providers, with autonomous agents handling QA gating, memory consolidation, and policy enforcement. Runs on self-managed infrastructure and builds the work you see here.
Built and maintained by that same system.
The site you are reading was assembled by the delivery factory rather than hand-built — tiered model routing, structured action validation, and an audit trail, in continuous production since early 2026.
Engagements the founder led in roles at prior organisations — not delivered as A&O. Anonymised to protect commercial confidentiality.
Selected experience
Agentic AI strategy and engineering operations.
North American identity verification SaaS unicorn, ~300 engineers.
Founder’s role: Director of Engineering Operations
Read more →Selected experience
Future-state enterprise architecture and cloud migration.
100+ applications migrated to GCP with C-suite architecture buy-in.
Founder’s role: Enterprise Architect / Consulting Manager
Read more →Selected experience
Multi-region quality programme at ~$2M scale.
APAC, EMEA, and North America. Cost down ~15%, output quality up ~10%.
Founder’s role: Global Quality & Triage Lead
Read more →Selected experience
Cloud contact-centre platform integration.
SAP, Cisco, and Google CCAI integrated across three production releases.
Founder’s role: Test / Delivery Lead
Read more →Selected experience
Digital transformation strategy.
Large enterprise client of a top-five global consultancy.
Founder’s role: Enterprise Architect / Consulting Manager
Read more →If you want the same delivery system pointed at one of your workflows, that's Ship One Thing.
