Your AI-first factory
automation partner.
We're an AI-heavy software engineering team helping small and medium Malaysian manufacturers bring Industry 4.0, automation, and AI to the factory floor — real-time dashboards, ML forecasting, and custom software built around how your team actually works.
From the floor to your phone.
Sensors on the floor feed an AI core. The AI core powers live dashboards, mobile apps your team actually opens, and WhatsApp alerts the right person gets at the right time.
Industry 4.0. Automation. AI. Custom Software.
Four things, one outcome: a factory that runs better tomorrow than today. We're AI-heavy by default — every build gets the smarts it deserves, without buzzwords.
Smart dashboards, sensor integration, device monitoring — your production floor on one screen. Bring your lines into the cloud without a forklift upgrade.
- › Real-time production dashboards
- › OEE, downtime, quality at a glance
- › Device health & automatic alerts
- › Industry4WRD-friendly builds
Approvals, alerts, reports, reminders — anything your team does every day, the software can do instead. Your admin team gets their weekends back.
- › Workflow automation end-to-end
- › Reports that deliver themselves
- › Smart alerts to the right person
- › Integrations with what you already use
We bake machine learning and AI into the factory where it actually saves money — demand forecasting, predictive maintenance, anomaly detection, and assistants your team can talk to.
- › ML demand forecasting
- › Predictive maintenance
- › Anomaly detection on sensor data
- › LLM assistants & document extraction
Web apps, mobile apps, internal tools, customer portals — designed with your team, for how your factory really works. Not an off-the-shelf ERP you bend yourself around.
- › Web platforms & customer portals
- › Android & iOS mobile apps
- › Back-office tools your team will open
- › Built to grow with your business
AI-heavy — but only where it earns its keep.
We're a software engineering team that uses AI heavily inside our products AND inside our workshop. Here's what that actually looks like on the floor — not hype, not chatbots-for-the-sake-of-it.
Right-sized for small and medium factories.
Most software vendors want enterprise deals. We don't. We like working with family-run manufacturers and growing SMEs — because that's where Industry 4.0 and automation actually change how a business feels day-to-day.
A look at what we've built.
Two recent Malaysian factories, anonymized by request. Same people you'll be working with.
One screen, the whole factory.
A Malaysian food manufacturer runs three lines, 24/7. We brought their production floor online — real-time dashboards, device health monitoring, and smart alerts, all built step by step with their team.
Orders that automate themselves.
A parts distributor used to run a hub-and-workshop network on WhatsApp and Excel. We replaced that with automated ordering, credit checks, invoicing, and two mobile apps — so the business could grow without the admin team growing with it.
A practical menu.
Everything below maps to our three practice areas. Most projects start with one or two of these and grow over time.
One step at a time — like good factories do.
Industry 4.0 and automation don't need a big-bang rollout. We start small, prove it works, and grow from there. Your business keeps running while we build.
Thinking about Industry 4.0, automation, or AI?
Let's have a chat. Tell us where your factory is today — we'll tell you, honestly, what's worth automating first, where AI actually earns its keep, and what can wait.