The checklist
Eight hundred and two checkpoints for taking an agentic proof of concept into enterprise-grade production. Thirty categories, none of them optional. Run any agentic build against it and decide what is a must-have, a should-have and a could-have.
Designed and tested on a live production system.
Every one of the 772 rule blocks sits in exactly one part.
Models, agents, workflow, APIs, outputs, visualisation, observability, drift, commercialisation, research.
10 Models, algorithms & decision logic, 11 Agent architecture, 12 Workflow & orchestration, 13 APIs & integration services, 14 Outputs & dissemination, 15 Visualisation & decision support, 16 Observability & instrumentation, 19 Health, drift & lifecycle, 20 Commercialisation, 21 Research, testing & experimentation
Domain packs and domain contracts. The only part of the architecture that changes by sector.
25 Domain packs, 26 Domain contracts
Security, governance, registries, performance, deployment, shared services, archive, recovery.
17 Security, privacy & IP protection, 18 Governance, compliance & policy, 22 Registry, manifest & knowledge, 23 Performance & evaluation, 24 Deployment & operations, 27 Shared libraries & reusable services, 28 Lost & found / legacy / external, 29 Archive & historical record, 30 Backup, recovery & continuity
Identity, sources, ingestion, storage, transformation, quality, metadata, master data, semantics.
1 Identity, naming & configuration, 2 Source systems & input data, 3 Data reception & integration, 4 Data storage & persistence, 5 Data transformation & processing, 6 Data quality, 7 Metadata, catalog, lineage & navigation, 8 Master & reference data, 9 Semantic & business layer
The architecture is mostly shared. That is the whole claim.
Only branches change by sector — 48 blocks of 772. Build once, deploy anywhere is a count, not a slogan.
Ingestion, storage, a model, an API and a dashboard. Enough to demo, not enough to operate.
Build it, connect the tool you already own, or defer it knowingly. What must never happen is discovering it missing in month seven.
Every category exists because something broke in production and had to be fixed.
A ninety-minute session produces the agent map, the data products behind it, the persona mockups and the ROI framework — for your process, in your language.
Book a ninety-minute session