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AI · COMPUTER VISION · RUNS ON EXISTING CCTV

SnapAI
Vision.

Real-time computer vision for safety, quality, and floor intelligence — deployed on the cameras you already own. No new hardware, no rip-and-replace.

Book a live demo → Explore features

CAMERAS DEPLOYED

4,800+

Across active client sites

AVG DEFECTS CAUGHT/SHIFT

Vs human-only QC baseline

QUICK FACTS · DEPLOYS ON YOUR EXISTING CCTV

95%

Defect detection
accuracy (client best)

< 200ms

Edge inference
latency at 1080p

14days

Typical pilot
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.

INDUSTRIES SHIPPING NOW

Where SnapAI Vision is on the floor.

Live deployments today across these verticals — pilot in two weeks, scale across your sites.

Plastics & Injection Moulding

Surface defects, flash, short shots, color drift — flagged at the gate.

Food Processing

Foreign-body detection, fill levels, packaging integrity, hygiene compliance.

Pharmaceutical

Vial inspection, label verification, cleanroom gowning compliance.

Cold-Chain Warehousing

Door-open dwell, pallet counts in chambers, gowning compliance for cleanrooms.

Construction Sites

PPE compliance, restricted-zone alerts, vehicle/pedestrian collision risk.

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 it? +

Production deployments achieve 92–98% accuracy depending on use case. We tune on your data — generic models are a starting point, not the finish.

04PDPA / privacy? +

On-prem by default, face-blurring on dashboards, full audit logs. We co-author the privacy notice with you for floor signage.

05How long to first value? +

Two weeks to a working pilot on one line. Six to twelve weeks to multi-line production rollout, depending on number of cameras.

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

Book a live demo → Back to Snapdec

SnapAI Vision.

Eyes on every line, every dock,every cold-room — at once.

Cameras you have +models we train.

A vision system that earns its keep on day three — not after eighteen months of model tuning.