What Changes When Vision Is Live
Defects Caught at the Source
Every unit inspected in real time. GO/NO-GO decision made before it moves to the next station — not in a customer claim.
Forklifts Scan Without Stopping
Camera reads every barcode at full travel speed. 500 picks per shift, zero scan stops, no missed inventory.
Quality Issues Surface Instantly
Webhook alerts push to your WMS the moment a defect is detected. Your team acts on it now — not in tomorrow's report.
Every Inspection Logged and Trended
Annotated images, timestamps, and CSV exports for every unit. Your QC team reviews exceptions — not every pallet.
Two Deployments. One System.
We build the same way every time. Design, spec hardware, deploy, support. The use case changes. The quality does not.
Catch What Leaves
Your Dock.
A camera mounted on your forklift audits every outbound pallet before it leaves the building. Wrong label, missing scan, damaged product — caught at the dock, not in a customer claim.
This is a dock-side outbound audit tool, not a real-time warehouse tracking system. One camera per forklift, justified at $750/month.
- Outbound Quality AuditVerify every pallet at the dock — label, condition, and count — before it ships.
- DimensioningAutomatically capture pallet dimensions for accurate freight billing and carrier compliance.
- Missed Scan EliminationHandheld scanner misses create uninvoiced inventory loss. The camera catches what the scanner doesn't.
- Dock-Side GO/NO-GODriver sees an immediate alert for any discrepancy before the trailer door closes.
Catch Defects
Before They Ship.
We mount cameras at your critical process stations. Our ML inference engine classifies every unit as GO or NO-GO in real time with annotated images, CSV exports, and webhook alerts to your existing systems.
- Real-Time ML InferenceCustom-trained model on your specific defect types. Not a generic filter.
- Annotated Image LoggingEvery inspection saved with bounding boxes. Full audit trail.
- Webhook + WMS IntegrationDefect alerts push to your existing systems in milliseconds.
- Dashboard + CSV ExportLive GO/NO-GO dashboard. Analytics tab. One-click CSV for QC reports.
What Is Your Dock
Costing You?
Adjust the sliders to your operation. See how a $750/month camera system stacks up against what you're currently losing.
Number of forklifts that would carry a camera.
Items that leave without a scan (uninvoiced inventory loss).
Annual Inventory Loss Recovered
Monthly Cost vs. Annual Recovery
How We Build It
From site assessment to live system — typically under 30 days.
Site Assessment
We walk your floor. Map camera positions, lighting, cable runs, and integration points. You get a written spec before we touch anything.
Hardware Design
We spec the right cameras for your environment — compact forklift mounts, IP69K-rated factory cameras, or high-speed inspection units.
Software + Training
We build the inference pipeline, train the model on your defect types, and wire up your WMS/webhook integrations.
Deploy + Support
Your maintenance team handles physical install with our step-by-step documentation. Monthly retainer covers monitoring, model retraining, and hardware support. We stay on it.
Industrial-Grade Cameras.
Not Consumer Webcams.
We spec machine vision cameras built for factory environments. Every camera is sourced, installed, and supported by us.
Compact Forklift Mount
Compact industrial cameras purpose-built for space-constrained mounting. Single PoE cable means clean installs on any forklift model.
- 29x29x29mm compact housing
- Fits any forklift in under 1 hour
- GigE Vision standard compliant
- Power-over-Ethernet, single cable
- Up to 100m cable run to server
Factory Automation Camera
Rated for harsh factory environments. IP69K means it survives washdowns, dust, and the abuse of a real production floor.
- IP69K ingress protection rated
- Survives high-pressure washdowns
- Full 1Gbps GigE transmission
- 12-24V or PoE operation
- Plug and play system recognition
High-Speed Inspection
For high-speed production lines where standard cameras cannot keep up. Captures every unit at full line speed without motion blur.
- 10GigE interface (10x bandwidth)
- Up to 45MP sensor resolution
- No motion blur at line speed
- 100m long-distance transfer
- GenICam compliant
Hardware is included in your design package. We spec the right camera for your environment, source it, and install it. You do not deal with vendors, datasheets, or compatibility issues.
What the System Delivers
Real-Time GO/NO-GO
Every unit classified instantly. No batch processing, no end-of-shift reports. Live status on your dashboard.
Annotated Image Archive
Every inspection saved with bounding boxes and timestamps. Full audit trail for QC compliance and root cause analysis.
Webhook Alerts
Defect detected? Alert fires to your WMS, Slack, email, or any endpoint in milliseconds. No polling required.
Analytics Dashboard
NO-GO trend charts, defect-by-area breakdown, throughput metrics. Built in React, runs on your local network.
Edge or Cloud Inference
Run inference locally on a $300 edge device for sub-50ms latency, or cloud-based for zero hardware overhead.
Model Retraining
Your defect types change. We retrain the model as part of your monthly retainer. No extra cost, no delay.
This Technology Is Already
Working in the Field.
Industrial vision systems like the ones we deploy are running in factories, logistics centers, and process areas worldwide. Here is what the technology looks like in production.
Multi-Camera AI Quality System
Multi-camera system with AI and seamless traceability eliminates product defects in automotive end-of-line inspection.
Robotic Depalletizer — 800 Objects/Hour
Intelligent robotic vision system destacks up to 800 objects per hour using 3D cameras and AI for automated logistics.
Glue Joint Inspection — Wood Industry
AI-powered inspection of glued joints catches defects in real time on the production line before they reach the next stage.
Defect Inspection of Indexable Inserts
Automated handling and defect inspection of precision cutting tools using AI-trained models for GO/NO-GO classification.
AI Textile Sorting System
Two industrial cameras and AI algorithms enable precise sorting of used clothing by material type for recycling operations.
3D Vision + Robotics — Pick & Place
3D imaging solution with 2D cameras, AI and robotics optimizes bin picking and placement in manufacturing environments.
These are real industrial deployments using the same camera technology and AI inference approach we bring to your facility. We design, build, and support the complete system — you own the outcome.
Transparent Pricing.
No Surprises.
You know exactly what you are getting and what it costs before we start.
- System design + camera spec
- Hardware sourcing + procurement
- Remote commissioning support
- Software setup + integration
- Step-by-step install documentation
- Your team installs — we guide
- Additional camera hardware
- Integration into existing system
- Zone / model extension
- Remote commissioning
- Added to monthly retainer
- No new design fee
- System monitoring + uptime
- Model retraining as needed
- Software updates + patches
- Remote support + troubleshooting
- Dashboard access + exports
- Priority response SLA
- No large upfront capital
- Hardware included in monthly rate
- Premium rate vs. outright purchase
- Full retainer support included
- Ideal for budget-constrained facilities
- Quoted per project scope
Travel & On-Site Deployment
Your maintenance team handles physical installation using our step-by-step documentation — included in every package. If you need our team on-site, we can arrange it.
Eyes-Up for
Your Workers.
While fixed cameras watch your process, Vuzix smart glasses give your workers real-time guidance hands-free. Read labels, spot hazards, follow step-by-step instructions without touching a screen.
- Hands-free barcode scanning and label reading
- Step-by-step work instruction overlay
- Real-time hazard alerts from your vision system
- Works alongside fixed camera deployments
What Changes When You Deploy
Get Your Free Assessment
Tell us your biggest challenge. We'll come back with a camera recommendation, deployment plan, and cost estimate — no commitment required.
Our Deployment Process
The Value-First Proof of Concept
We don't ask for a massive contract. We ask for 2 weeks to prove the math works.
The 'Leak' Audit
We identify one specific financial bleed (e.g., Scrap Cost on Line 4).
Surgical Deploy
We install minimum viable automation (1 camera/agent) in <7 days.
Live Scoreboard
A real-time dashboard shows Errors Caught vs. Dollars Saved.
Scale Blueprint
We project the 2-week savings across the entire factory.