We help SMEs and family businesses across APAC turn AI from experiments into working solutions,
built and owned by their own teams.
Singapore based . Working with clients in fintech, hospitality tech, HORECA distribution and financial infrastructure
“Give a man a fish and you feed him for a day. Teach him how to fish and you feed him for a lifetime.”
Teams remain stuck in chat windows, or at best run isolated projects with no shared best practices, no data architecture and no security. The talent to do it right is scarce and expensive.
But the right people are already inside your organisation. They know the process, they know where the time goes, and they know what a good answer looks like. We help them build their own tools.
Four outcomes our clients actually buy. Not features.
More volume and hours back, same team.
Cheaper, and built around your process instead of the other way round.
Turn traffic into qualified leads.
Sell what you could not sell before.
1 to 3 workflows live and documented, run by your team, with governance. Start on Track B, move to Track A later.
Not a chatbot. An AI infrastructure your teams use every day, built on your tools, your data and your rules.
We never rebuild from scratch. Our library makes the build fast, with before and after KPIs.
We track new models and tools, and bring you the best fit rather than the one we know.
Answer five questions about how your team works today. You get three automation ideas ranked by payback, and an idea of what each would take to build. No sales call required.
The tool is being built. In the meantime, we do it live in 30 minutes.
Every engagement starts the same way, with 2 to 3 weeks of mapping. You leave with a ranked list of projects, a target architecture, and the names of the people inside who can build them. It is yours to keep even if you stop there.
Billed month by month, no lock-in. We share the full pricing on the call, once we know which track fits.
Client names shared on request, under NDA.
Business accounts and spend management
Slow, manual business onboarding requiring large compliance teams to review documents, causing delays in account activation.
An automated n8n AI workflow that handles document analysis, compliance checks and instant self-serve approvals.
Manual reviews down to minutes. 20% automatic approval and a 10% reduction in onboarding costs.
Revenue and distribution tools for hotels
Website conversion below 1% despite 10,000 monthly visits, failing to turn hotel visitors into qualified sales leads.
An interactive self-diagnosis tool letting hotels benchmark pricing, content distribution and online setup against competitors.
Tripled the website conversion rate, turning generic traffic into high-intent inbound pitches.
Premium tableware and water systems, Singapore
Chasing unpaid invoices across multi-outlet hotel and F&B groups ran about two days a week, and every quotation was rebuilt by hand from supplier catalogues.
Four workstreams, each owned by an internal champion. The two priority ones: a weekly payment-chasing pass and a quotation assistant applying their in-house pricing formula.
Chasing pass designed for under an hour instead of two days. Drafts only, and the client now runs both workflows itself.
Asset custody and trading, Singapore
Confirming that client assets were fully covered meant pulling numbers by hand from the core platform, external custodians, banks and several manually maintained files.
A continuous coverage control that consolidates every position into one view, plus automated financial reporting. Five automations in three months, built with an internal champion.
The coverage checks answered on demand instead of assembled by hand, and routine approvals out of the founder’s inbox.
20+ years from engineer to GM and product leadership, across international, multi-industry businesses.
Ex-COO of a digital company for 10 years. Owns operations, automation and AI architecture. Built the AI setups behind three of the case studies above.
Operations on one side, sales and pre-sales on the other. Together, end-to-end expertise on the functions your business actually runs on.