AI · COMPUTER VISION · RUNS ON EXISTING CCTV
SnapAI
Vision.
Computer Vision Software for Malaysian Manufacturing, Warehousing & Construction
Real-time computer vision for safety, quality, and floor intelligence — deployed on the cameras you already own. No new hardware, no rip-and-replace.
CAMERAS DEPLOYED
4,800+
Across active client sites
AVG DEFECTS CAUGHT/SHIFT
63
Vs human-only QC baseline
QUICK FACTS · DEPLOYS ON YOUR EXISTING CCTV
95%
Defect detection
accuracy (client best)
accuracy (client best)
< 200ms
Edge inference
latency at 1080p
latency at 1080p
14days
Typical pilot
to first production line
to first production line
WHAT IT SEES
Eyes on every line, every dock,
every cold-room — at once.
Four vision use-cases customers deploy first. We add yours next.
01 / 04
Quality Inspection
Surface defects, dimensional anomalies, missing components, label misprints — flagged before they ship. Trains on your reject samples.
02 / 04
Worker Safety
PPE compliance, restricted-zone alerts, ergonomics flags, slip-trip hazard detection. Real-time alerts to floor supervisors.
03 / 04
Inventory Counting
Pallet, carton, and SKU counts from overhead cameras. Cycle counts continuously, no manual scan needed.
04 / 04
Process Compliance
Verify SOPs are followed — sequence checks, dwell-time alerts, missing-step detection. Audit-grade replay built in.
HOW IT WORKS
Cameras you have +
models we train.
Snapdec deploys an edge box per site. Models train on your data, run locally, and only metadata leaves the building.
01 · FLAGSHIP
Edge inference, central insight
Vision models run on a small edge appliance per site — sub-200ms latency, no cloud round-trip. Only metadata and alerts flow to the central dashboard.
02 · INPUT
Any IP camera
RTSP, ONVIF, or direct USB. Reuse what you have, or we recommend cameras for blind spots.
03 · TRAINING
Site-specific models
Trained on your reject samples and your floor — not a generic model that hallucinates.
04 · ALERTS
Real-time routing
Slack, Teams, WhatsApp, line stop signals, supervisor PDAs — wherever the right human is.
05 · PRIVACY
On-prem by default
Footage stays on site. Faces blurred, audit logs encrypted. PDPA-ready.
● PRODUCTION FLOORS · MALAYSIA
A vision system that earns its keep on day three — not after eighteen months of model tuning.
INDUSTRIES SHIPPING NOW
Where SnapAI Vision is on the floor.
Live deployments today across these verticals — pilot in two weeks, scale across your sites.
01
Plastics & Injection Moulding
Surface defects, flash, short shots, color drift — flagged at the gate.
02
Food Processing
Foreign-body detection, fill levels, packaging integrity, hygiene compliance.
03
Pharmaceutical
Vial inspection, label verification, cleanroom gowning compliance.
04
Cold-Chain Warehousing
Door-open dwell, pallet counts in chambers, gowning compliance for cleanrooms.
05
Construction Sites
PPE compliance, restricted-zone alerts, vehicle/pedestrian collision risk.
06
Heavy Industry
Spill detection, equipment posture, lockout-tagout compliance, near-miss capture.
FAQ
Frequently asked
questions.
01Do we need to buy new cameras?
+In most cases, no. SnapAI Vision works with any RTSP/ONVIF IP camera. We assess your existing CCTV first and only recommend new cameras for blind spots.
02Does footage leave our site?
+No, by default. The edge appliance processes video locally and only sends metadata and alerts to the central dashboard. Optional cloud archive available.
03How accurate is SnapAI Vision?
+SnapAI Vision production deployments achieve 92–98% detection accuracy depending on use case. Snapdec tunes each model on your data — generic models are a starting point, not the finish.
04Is SnapAI Vision PDPA-compliant?
+Yes. SnapAI Vision runs on-prem by default with face-blurring on dashboards and full audit logs, and Snapdec co-authors the PDPA privacy notice with you for floor signage.
05How long until SnapAI Vision delivers value?
+Two weeks to a working SnapAI Vision pilot on one line. Six to twelve weeks to multi-line production rollout, depending on the number of cameras.
06How much does SnapAI Vision cost?
+SnapAI Vision is subscription-based, priced by the number of cameras and use-cases deployed. Snapdec quotes after a free CCTV assessment — send five minutes of footage and we'll scope the pilot.
EXPLORE THE LINEUP
The rest of Snapdec.
All six products run on SnapCore™ and share the same data spine. Mix and match without integration tax.
BOOK A LIVE DEMO
Send us five minutes of CCTV
footage — we'll show you what's possible.
Snapdec Sdn. Bhd. · SS-30-05, Stellar Suites, Jalan Puteri P4/7, Bandar Puteri, 47100 Puchong, Selangor · we.care@snapdec.com · +60 12 858 5299