Software & Integration Services Platform

Turn existing industrial cameras into real-time Vision AI intelligence.

Deploy pre-trained and custom Vision AI models for HSE compliance, automated quality inspection, and operational efficiency — without buying new hardware.

Camera-Agnostic/On-Premise & Edge/Dual US & India Delivery
Perimeter Monitoring · Zone Breach Detection
Real detection footage
Model: bms-vision-hse-v4Exclusion-zone breach — alert triggered

In collaboration with

Northbridge ManufacturingRidgeline IndustrialIronclad MotorsCascade UtilitiesAnchor AerospaceMeridian RoboticsVantage LogisticsSolstice EnergyNorthbridge ManufacturingRidgeline IndustrialIronclad MotorsCascade UtilitiesAnchor AerospaceMeridian RoboticsVantage LogisticsSolstice Energy
01See it. Stop it.

Automate the toughest safety inspections on your floor.

Real-time PPE & hazard detection

Detect missing PPE, exclusion-zone breaches, and slip/fall risk across every camera, continuously — not on a walk-through schedule.

Spill & fire/smoke detection

Catch environmental hazards the moment they appear and route alerts to the people who can act on them.

02Verify every unit

Quality inspection that scales past manual sampling.

Automated defect detection

High-speed visual inspection on 100% of units, not a sampled subset — 99.2% defect identification accuracy in production.

Assembly & surface verification

Confirm surface anomalies and assembly sequences are correct before a unit moves to the next stage.

03Supercharge your operations

Extract operational intelligence from cameras you already have.

Cycle time & bottleneck analytics

Continuously track cycle time, downtime, and worker path to surface bottlenecks as they happen, not after the fact.

Automated alerts, real workflows

Trigger WhatsApp, SMS, webhook, or MES/ERP alerts the moment a detection matters — no dashboard-watching required.

Product demo

One platform, three ways to see your floor.

Real detection footage
Real detection footage
Model: bms-vision-hse-v4Exclusion-zone breach — alert triggered

Real-time PPE compliance, exclusion-zone breaches, and hazard detection across every camera — shown here with an actual zone-breach detection.

See it on your own footage

Run a 14-day pilot on your production line

Tell us about your site — we'll scope a structured proof-of-concept on 2–4 of your existing camera streams. No procurement, no rip-and-replace.

Prefer email? Reach us directly

Integrates with the cameras and infrastructure you already run

HikvisionAxisDahuaHanwhaRTSPONVIFNVIDIA JetsonNVIDIA RTXHikvisionAxisDahuaHanwhaRTSPONVIFNVIDIA JetsonNVIDIA RTX
Leverage existing hardware

“We do not sell cameras. We elevate your existing CCTV/IP infrastructure.”

BMS Tech.ai is a software and services company. Whatever you already run, our Vision AI layer plugs directly on top.

Compatible with any camera

Hikvision, Axis, Dahua, Hanwha, or any standard RTSP/ONVIF stream.

No new hardware to maintain

No forklift upgrades, no procurement cycles, no rip-and-replace.

Versatile deployment modes

Edge, hybrid, or cloud — whichever fits your infrastructure.

From the field
“PPE compliance monitoring that used to depend on periodic manual walk-throughs now runs continuously, on cameras already installed across three plant zones.”

Manufacturing Client — HSE Vision AI Deployment

Why teams choose BMS Tech.ai

Built to be trusted with mission-critical inspection.

An end-to-end enterprise platform

  • Camera-agnostic — RTSP/ONVIF, any brand you already run
  • Model lifecycle management — versioned, monitored, retrained
  • SOC 2-aligned security & local edge data privacy

Proven in the field, not just the lab

  • 84% reduction in PPE non-compliance across 3 plant zones
  • 99.2% automated defect identification accuracy
  • 5x faster QA throughput vs. manual auditing

Easy to pilot, easy to scale

  • No new camera hardware required
  • Edge, hybrid, or cloud deployment — your choice
  • Structured 14-day pilot before you commit to anything
03 — How It Works

Three steps from camera feed to action.

Designed to eliminate adoption friction — your infrastructure, your workflows, our intelligence layer on top.

01 · Connect

Connect

Plug into your existing RTSP/IP camera feeds. No new camera hardware required.

02 · Analyze

Analyze

Edge GPU / cloud inference applies computer vision models in real time, under 100ms latency.

03 · Act

Act

Trigger automated alerts via WhatsApp, SMS, webhooks, or your existing MES/ERP systems.

04 — Featured Impact

Quantifiable outcomes, not logo walls.

Manufacturing Client
0%

PPE non-compliance reduced across 3 plant zones in 30 days

Industrial Operations
0.0%

Automated visual inspection defect identification accuracy

Quality Inspection
0x

Faster QA throughput vs. manual auditing

05 — What We’d Build Next

Quality Inspection for Precision Molded & Composite Parts

Proposed engagement — not yet deployed
The Defect Taxonomy

Manufacturers producing precision molded and composite components — for aerospace, automotive, and healthcare-grade applications — deal with a consistent set of visual defects that manual inspection catches inconsistently, especially at speed and across shifts:

Flow linesWeld linesShort shotAir pocketsDelaminationWarpingBurn marksFlashJettingDiscoloration

Our Quality Inspection module is built to recognize this exact taxonomy on every unit, at line speed — using the same automated visual-inspection approach already running in production at 99.2% defect identification accuracy and 5x faster QA throughput than manual auditing. The screens below are illustrative of the interface a deployment like this would use.

LIVE · CAM-02 · MOLD-14
Illustrative UI
FLOW LINES · MINOR
WELD LINE · PASS
SHORT SHOT · REJECT
FLASH · REJECT
Model: bms-vision-qc-molding-v14 defect classes tracked
Batch Report · Shift 21,204 units inspected
Flow Lines
2
Weld Lines
0
Short Shot
1
Air Pockets
0
Delamination
0
Warping
1
Burn Marks
0
Flash
3
Jetting
0
Discoloration
0
Overall yield99.5% pass
Structured 14-Day Proof-of-Concept

See it work on your own cameras before you commit.

We run a structured pilot using 2–4 of your existing camera streams — no procurement, no rip-and-replace, no risk.