Twenty years of analytics discipline. Now structured AI Systems.
KMS is a Singapore-based analytics and AI firm, established in 2004. We help businesses across Southeast Asia engineer and deploy decision-ready systems.
We've been engineering decision-ready systems since before "data-driven" became a slogan.
KMS was founded in 2004, when "business intelligence" was still an emerging category and most organisations in Asia still ran on spreadsheets, tribal knowledge, and gut feel. We set out to change that.
Twenty years later, we've delivered analytics and data platforms to clients across more than a dozen industries and four continents — from global semiconductor manufacturers to regional retailers, from international banks to public universities. Based in Singapore, with operational presence in Bangkok and across the region.
The discipline has stayed constant. Build systems that decision-makers actually use. Strip out the complexity. Integrate with what the business already runs on. Measure by whether the dashboard gets opened on Monday morning.
The AI Moment
When Generative AI emerged as a deployable capability, we saw something most firms missed: it's not a new technology stack. It's the next layer on top of a data and analytics foundation.
Firms that had built that foundation well would deploy AI fast. Firms that hadn't would spin.
We became the Master Reseller for Allmates.ai across Southeast Asia because it matched how we already thought: structured, multi-agent, integrated into the real systems businesses operate — not a chatbot bolted on the side.
2004
Founded
Singapore-based from day one
20+
Years Delivered
Analytics and data platforms
14+
Industries Served
Across four continents
4
Continents
Global reach, regional accountability
What We Believe
Four principles that shape every engagement.
These aren't values on a wall. They're the operating logic behind every system we build.
Decisions over data.
We don't build for analysts. We build for the people running the business. If the dashboard isn't opened, it isn't a dashboard. Every system is measured by whether it changes how decisions get made — not by how many charts it contains.
Systems over experiments.
A licence isn't a deployment. A chatbot isn't a system. We design structured AI Systems accountable to real work, real KPIs, and real operators. Pilots that don't connect to production are just expensive demos.
Integration over replacement.
We work with what you have — ERPs, EMRs, CRMs, data stacks. No migrations. No forced rip-and-replace. The best system is the one that fits into the business as it actually runs, not as it theoretically should.
Regional accountability over global handoffs.
We deliver the way our clients work. No offshore pass-throughs. No HQ gatekeepers. Based here, deployed here, responsible here. When something needs fixing, the people who built it are in the same timezone.
Two Integrated Service Lines
Analytics is the foundation. AI Systems are the layer above.
AI Systems
Structured AI deployments built on Allmates.ai
Workshops, discovery engagements, the Lighthouse sprint, custom MATE team builds, and managed operations. For businesses ready to deploy AI Coworkers against real work — not experiments, not demos.
Power BI and Qlik platforms engineered for operators
Power BI dashboards and data platforms engineered for operators, not analysts. A flagship Healthcare Analytics Platform for clinics. Qlik-based BI for government clients. Twenty years of design discipline behind every engagement.
A client base that spans industries, sectors, and markets.
Over two decades, we've delivered analytics and data platforms to clients from Singapore, across Southeast Asia, and further afield — Japan, Europe, Australia, and North America.
Nanyang Technological University · Singapore Polytechnic · Syngenta · GlobalFoundries · RS Components · Aon Asia · Courts · Robinsons · Diners Club International · Tesa Tape
Plus dozens of engagements across manufacturing, financial services, pharmaceuticals, retail, telecom, real estate, supply chain, and the public sector.
Our flagship 8-week AI sprint. Blueprint in two weeks, pilot in six, ROI verdict at the end. The fastest structured path from AI curiosity to deployed AI Coworker.
A 30-minute conversation to understand your needs — AI, analytics, or both. No pitch deck. No obligation. Just a direct conversation about where you are and what would actually help.
Virtual, free, small-group. An introduction to AI Coworkers in 2.5 hours. Understand what structured AI Systems look like in practice before committing to anything.