Manufacturing — 100% inspection
Surface defects, out-of-spec dimensions, and mis-assembled parts caught right on the line. Every part, not a sample.
Nearshore service · Monterrey, Mexico
Computer vision that inspects, counts, and prevents.
We turn the cameras you already have into smart sensors: defects, missing PPE, queues, and bottlenecks detected in real time — feeding your ERP, your dashboards, or your supervisor's phone. Built one timezone away.
Interactive demo
How a vision model sees your operation.
Pick an industry and watch the model detect events on the scene and turn them into alerts and records — exactly what it would do on your cameras.
Simulation with illustrative data. In a real project, the model is trained on your cameras, lighting, and operating conditions. Want the deep dive? Read computer vision on the plant floor.
Use cases
What your cameras could be doing.
The same technology, aimed at each industry's concrete problem: quality, safety, shrinkage, or flow.
Industrial safety — PPE & risk zones
Detects workers without hard hats, vests, or glasses, restricted-zone intrusions, and dangerous proximity to forklifts — with instant alerts.
Logistics & warehousing — counting
Automated counting of parts, pallets, and boxes; load verification before the truck leaves the yard.
Retail & convenience stores
Empty-shelf detection in minutes, checkout queues that trigger opening another register, and hourly traffic patterns for staffing.
Traffic & yards — vehicle monitoring
License plate reading, automatic gate logs, dwell-time tracking, and access monitoring without a manual checkpoint.
Construction — site & safety
PPE compliance on site, access control for crews and machinery, and visual progress records against schedule.
What to expect
Industry reference figures.
These are industry- and vendor-reported ranges, not our client results and not promises. The pilot measures yours.
100%
of production inspected
Human visual inspection checks samples; a vision model checks every part that passes the camera.
-62%
PPE-related incidents
Vendor-reported reduction at plants that moved from manual supervision to automated detection with real-time alerts.
7–8 months
typical inspection payback
Industry-reported range for well-scoped quality inspection projects in manufacturing.
Process
How a project works.
01
Free consultation
We review your cameras, lighting, and the exact problem you want solved — and tell you honestly whether computer vision is the right tool.
02
Scoped pilot
One line, one camera, one measurable problem. Fixed quote and success criteria defined before work starts.
03
Training & integration
The model is trained on footage from your actual operation, and alerts are wired into your systems: ERP, dashboards, or messaging.
04
Measure & scale
Results are measured against the pilot's criteria. If the numbers hold, the system rolls out to more lines, cameras, or sites.
FAQ
Frequently asked questions.
Can we use the cameras we already have?
In most cases, yes. Modern IP cameras from an existing CCTV setup are usually good enough to start. During the free consultation we review resolution, angles, and lighting, and tell you honestly whether anything needs adjusting or adding.
How is a computer vision project priced?
We start with a free consultation and a scoped pilot with a fixed quote — one line, one camera, one measurable problem. You see real detections on your own footage before deciding whether to scale.
Does our video leave the facility?
Not necessarily. Most projects process video on-site (edge processing), so only events and metrics leave the camera network — not the footage itself. The architecture adapts to your security and data policies.
What about privacy and biometric regulations?
We design these systems to detect conditions, not identities: a missing hard hat, a defective part, a long queue. No facial recognition, which keeps deployments clear of biometric-privacy laws like Illinois BIPA.
How long does a pilot take?
A well-scoped pilot is measured in weeks, not months. The goal is to get detections running on your own cameras quickly, then decide with data whether to roll out to more lines or sites.
Your cameras
only record?
Book a free consultation and we'll tell you what computer vision can detect in your operation — and what isn't worth automating.
Talk to us about your project