There is untapped value sitting in your data: coai scopes where AI will pay off most, then builds it. Bespoke AI solutions wired into the systems you already run. Automation that saves hours, insight you could not see before. We move fast and we ship.
We work as a small senior team. The people who scope your engagement are the ones who build it.
Purpose-built AI agents for support, operations, and everyday internal workflows, grounded in your data and deployed in the tools your team already uses.
We connect AI directly to the systems your company already runs, so it's always working from real, up-to-date information. Wiring agents into your own data doesn't just save time, it drives new insights your team never had the hours to find manually.
Independent guidance on where AI creates real value, proven in practice: agents connected via MCP to a company's own data have already surfaced reports that simply weren't possible before.
Created an LLM chatbot proof of concept for a logistics company, giving customers real-time access to warehouse stock on demand and eliminating a turnaround that used to take two days.
We create bespoke MCPs that can connect to any of your company systems. For a logistics company, we connected their data to Claude via MCP, so the team can query and look up anything, or generate any off-the-cuff report they need, all in a single conversation.
We create deterministic managed skills that produce predictable, complex reports while reducing hallucination. A vehicle leasing company wanted a report of their own design, weighing each vehicle's COE cost against its maintenance history to decide exactly when to sell it. We turned that idea into a report they can rerun on demand, and the information it surfaced saved the company S$15,000 a year in costs.
8 years engineering at scale across finance, tech, and startups, including systems serving 100M+ monthly customers. Built products from scratch, led teams in London and Dubai, and now designs AI agent systems and enterprise integrations.
7 years of experience leading global investment strategy and portfolio construction across public markets, private markets, and real assets. Drives project execution and unlocks upside by working closely with industry specialists. The person who turns strategy into results.
Tell us what you're running and what's slowing your team down. We'll tell you honestly whether AI helps, and how we'd build it.
hello@coai.sg