Inference

Across Malaysia’s infrastructure, utilities, and industrial sectors, one truth is becoming clear: visual data is abundant, but intelligence is scarce. Many organisations still depend on manual inspections and siloed camera systems, even in fast-moving, high-risk environments. This is where applied computer vision changes everything. At Inference, we work on a simple principle: If a camera can see it, AI should understand it. Our platforms turn raw video into real operational intelligence: Roadvision – Automated road inspection using AI-enabled dashcams and drones, giving authorities real-time visibility on road defects and maintenance needs. Hawkeye – Hardware-agnostic surveillance that unifies CCTV, drones, and wearables into a single intelligence layer for critical facilities and wide-area monitoring. Eyesite – AI-driven safety monitoring that detects unsafe acts and conditions instantly, boosting HSE compliance without continuous human supervision. The goal across all these solutions is the same: fewer incidents, faster decisions, and stronger operational control — powered by computer vision. As cities grow and infrastructure scales, visual intelligence is fast becoming a core pillar of safer workplaces and smarter public services. The opportunities today are broader and more impactful than ever.