Where I work.
Six areas, one thread: moving organisations from isolated AI experiments to reusable, governed, production capability. Most engagements start in one and pull in a second.
Executive AI discovery & product translation
How do we turn board-level AI ambition into a buildable plan?
Discovery · Opportunity mapping · Roadmaps · Governance
AI harness & proprietary platform engineering
How do we build a reusable internal AI platform?
Platform architecture · Orchestration · Multi-vertical · Rollout models
Production AI systems
How do we get an AI system into production and keep it there?
Copilots · Multi-agent · LLM middleware · Evals
Agentic workflow design
How do we make AI automation dependable enough for finance or compliance?
Verifier gates · Deterministic validation · Human-in-the-loop
Data platform & AI enablement
How do we connect AI to data the business actually trusts?
Snowflake · BigQuery · Semantic layers · Data contracts
Enterprise integrations & automation
How do we put AI inside the tools our teams already use?
NetSuite · Xero · Slack · Notion · SCIM · Cloud Run
The vocabulary
Two terms come up across every area. Both are defined in full: