The shift supervisor at a Texas Gulf Coast chemical plant no longer reaches for his radio to chase down a missing safety glasses violation. Instead, a green border appears around the operator on his monitor — the AI confirms FR clothing, SCBA seal, and hard hat in under two seconds. Downstream, a confined space entry that used to require a dedicated safety watch now self-monitors for body position and air quality. The plant dropped its recordable incident rate by 74% in six months. This is what happens when safety vision moves from reactive audits to continuous, on-premise AI — and it runs on a single NVIDIA appliance inside your plant network.
From Incident Reports to Real-Time Prevention — PPE & Worker Safety Vision That Runs on Your Plant Floor
Continuous AI detection of FRC, SCBA, safety glasses, hot work zones, confined space entry, fall events, and ergonomic risk — all on-premise, no cloud, no data egress, deployed in 6–12 weeks.
What Chemical Plants Achieve With iFactory Safety Vision
These aren't projections — they're the median results across 17 chemical pilots in the Gulf Coast and Midwest. Your plant can expect similar within one operating quarter.
What iFactory Safety Vision Sees and Acts On
Twelve detection models running simultaneously on a single appliance — no stitching, no latency, no cloud round-trip.
FRC, SCBA, Glasses, Hard Hat & Gloves
Detects flame-resistant clothing coverage, SCBA seal integrity, safety glasses on face, hard hat straps, and cut-resistant gloves — all in real time. Alerts escalate to supervisor mobile within 3 seconds of a breach.
Hot Work Zone Compliance
Verifies fire watch presence, fire extinguisher proximity, and correct PPE for welding/cutting. Flags unauthorized personnel entering the zone. Logs every violation with timestamp and camera ID for PSM documentation.
Confined Space Entry & Body Position
Monitors entry/exit counts, body orientation inside the space, and harness attachment. Integrates with gas detection data to cross-check atmospheric safety before entry. Eliminates the need for a dedicated safety watch.
Fall Detection & Slip/Trip Risk
Detects falls in seconds and distinguishes between a slip and a medical collapse. Tracks wet-floor zones, uneven surfaces, and ladder positioning. Sends immediate alert with camera feed to the control room.
Ergonomic Risk & Repetitive Motion
Identifies awkward lifting postures, repeated bending, and overhead reaching patterns that lead to MSDs. Generates shift-level heatmaps of ergonomic risk so safety teams can redesign workstations proactively.
Near-Miss & Behavior-Based Safety
Captures near-miss events — dropped tools, close calls, unplanned movements — that never make an incident report. Builds a behavior-based safety dataset that lets you coach before someone gets hurt.
The Cost of Relying on Manual Safety Audits
Even the best safety walkthroughs miss 80% of violations. Here's what that costs a typical chemical plant every year.
Unseen PPE Breaches That Lead to OSHA Violations
A single missing safety glasses incident in a hydrofluoric acid unit can trigger a PSM citation averaging $156,000 per violation. Manual audits catch only 1 in 5 breaches during a shift. Continuous vision eliminates the blind spot.
Confined Space Fatalities That Should Never Happen
More than 60% of confined space deaths involve a would-be rescuer. Without continuous monitoring of body position and entry count, a single misstep cascades. iFactory detects an entrapped worker in under 2 seconds — faster than any human watch.
Unreported Near Misses That Become Your Next Recordable
For every recordable injury, there are 600 near misses that go unlogged. You can't coach what you don't capture. iFactory records every near-miss event, giving your safety team a dataset to prevent the next serious incident before it happens.
You don't need more safety walkthroughs — you need continuous vision that never blinks. Book a 30-min walkthrough and we'll show you how it runs on your existing cameras.
From Camera Feed to Safety Alert in 4 Steps
No rip-and-replace. No cloud. No new infrastructure beyond the NVIDIA appliance.
Connect Your Existing Cameras
iFactory ingests RTSP streams from any ONVIF-compatible camera — PTZ, fixed, thermal, or 360-degree. No need to replace hardware.
Models Auto-Calibrate Per Zone
Our AI adapts to your plant's lighting, angles, and equipment colors. One-time calibration takes under 48 hours per camera.
Real-Time Detection & Alerting
Twelve detection models run simultaneously. Violations trigger mobile alerts, control room pop-ups, and logged events — all within 3 seconds.
Continuous Improvement Dashboard
Shift-level heatmaps, trend reports, and near-miss analytics let your safety team coach behavior, not just log violations.
End-to-End Safety Vision — No Surprises
iFactory delivers a complete, turnkey system. Here's what's included from day one.
NVIDIA Appliance On Your Network
Zero cloud dependency. No data leaves your plant. All inference runs on-premise behind your firewall. No bandwidth costs, no latency, no data egress risk.
6–12 Week Pilot to Production
Hand over camera access and zone definitions. We deploy, calibrate, and validate in under a quarter. Your first ROI report arrives in month two.
24x7 Managed Service
iFactory monitors model accuracy, camera health, and alert performance. If a camera goes offline, we know before you do. No burden on your IT team.
OSHA PSM-Ready Documentation
Every detection event is logged with timestamp, camera ID, and zone. Exportable for PSM audits, incident investigations, and behavior-based safety programs.
Questions Plant Operations Leaders Ask
Stop Relying on Walkthroughs That Miss 80% of Violations
iFactory Safety Vision runs on your plant floor, on your network, with your existing cameras. Deployed in 6–12 weeks. First ROI report in month two. Book a demo and see it live.
