[Platforms · Vision Intelligence Platform]
Your cameras already see and record everything happening on the floor and the machines. The question is whether that visual data becomes intelligence your quality team acts on, or footage nobody watches.
Every unit inspected, every cycle
Classified before the part leaves the station
From scoping to a live pilot on your line
From scoping to a live pilot on your line
[Inspection Modules]
Deploy one module or the full stack. Each one connects to the quality systems your supervisors already use.
[Quality]
Defects caught on the line, not in the warranty claim.
Paint, rust, welds, and body damage graded by severity as they happen, across your fleet. Fraudulent claims caught and documented before they cost.
$50M
Saves in
inspection campaigns
↓35%
False
claims
↓90%
Manual
checks
↓70%
Assessment
cost
[Safety]
Defects caught on the line, not in the warranty claim.
Paint, rust, welds, and body damage graded by severity as they happen, across your fleet. Fraudulent claims caught and documented before they cost.
100%
PPE compliance
achieved
Zero
Safety-related
incidents
[Process]
Every process step verified, every shift, without a supervisor watching.
Real-time alerts when standardized work steps are missed or out of sequence. Process defects drop. Supervisor time goes back to work that needs a human
↓75%
Process defects
↓90%
Manual supervision
[Operations]
Specialized tools audited in minutes, across every location.
Right tools, right locations, no manual auditors dispatched. Agents plan reorders for costly service tools automatically
↓90%
Time savings
per audit
>95%
Detection
accuracy
$700K
Saved per
nationwide audit
[Why This Platform]
Most vision systems work in a controlled demo with fixed lighting, clean parts, and a single defect type. Yours runs on a mixed-model line where paint batches change weekly, lighting varies by bay, and the same camera inspects three body styles in one shift. This platform is trained on that reality and connected to the systems your teams already depend on.
Accuracy reflects your lines and defect patterns
Results feed directly into your MES, QMS, SCADA, and ERP
Industrial cameras, thermal sensors, and mobile devices
the team that builds the models monitors and improves them, 24/7
[THe Outcomes]
Every defect caught, every cycle measured, every cost traced to the inspection point that prevented it.
COst
Saved in a single inspection campaign
Productivity
Manual checks and supervision eliminated
Quality
Process defects eliminated through adherence monitoring
scale
Vehicles covered by deployed inspection workflows
[Who This Is For]
Built for the quality, safety, and enterprise leaders in manufacturing and automotive enterprises who need every unit inspected, every cycle.
[For the VP of Quality]
Continuous, automated inspection across your lines and plants, with severity grading and real-time alerting that feeds directly into the QMS your team reviews every shift.
[For the Plant Safety Lead]
PPE, hazard, and process adherence running continuously across camera feeds, with instant alerts and OSHA-aligned reporting that replaces the quarterly walk.
[For the CFO & Warranty Owner]
Fraud detection and standardized damage assessment that cut false claims and warranty costs, with every saving traceable to an inspection module.
[Common Questions]
Quality: paint peeling, rust and corrosion grading, weld quality via thermal imaging, and overbody damage with severity estimation. Safety: PPE compliance, fire, and overcrowding. Process: standardized-work adherence. Operations: specialized tool auditing. Each module runs multi-level classification on edge hardware at plant-floor latency.
Industrial cameras, thermal cameras, and mobile devices including smartphones. Inference runs on-device with no cloud round-trip. Results sync to a central dashboard for fleet-wide visibility.
Pilots typically go live in 90 days. Each module is scoped to a specific inspection point, line, or process. Models are retrained on your production data so accuracy reflects your conditions, not a generic dataset.
Results, alerts, and severity scores feed directly into your MES, SCADA, QMS, and ERP. Your supervisors see results in the tools they already use.
Yes. Deployed across 1M+ vehicles and 5,000+ assets today. New plants onboard by retraining existing modules on local data, not by rebuilding from scratch.
