Computer Vision & ML
Vision and machine learning where physical work happens: production lines, robotic cells, document flows. Inspection systems that catch defects humans miss, vision pipelines that guide robots in real time, and OCR that turns industrial paperwork into structured data the rest of your stack can use.
Industrial Inspection & Defect Detection
Camera-based inspection on production lines: surface defects, missing parts, misaligned components, dimensional checks, presence and orientation verification. Trained on your parts and your lighting, deployed at the line with pass/fail signals into the PLC and rich data into the historian. Adjacent uses: package and label inspection in logistics, crop and livestock monitoring in agriculture, infrastructure inspection from drones or fixed cameras.
Vision-Guided Robotics & Automation
Vision pipelines that tell robots and machines where to act: pick-and-place from bins or conveyors, pose estimation, bin picking, palletizing with mixed SKUs, machine tending, quality-driven sorting. Tight coupling between the camera, the model, and the PLC or robot controller, with cycle times that match the line.
OCR, Barcodes & Industrial Document Understanding
Reading 1D barcodes (Code 128, GS1-128, EAN), 2D codes (Data Matrix, QR), DPM-marked parts, plus printed and handwritten paperwork: work orders, labels, traceability tags, invoices, delivery notes, certificates. Layout-aware extraction goes beyond raw text to structured fields with validation rules, confidence scoring, and human review queues for the cases the model isn't sure about. Output flows straight into ERP, MES, WMS, or your data lake.
Standard deliverables
At the end of every project you receive, by default:
Commissioned system
The machine or cell itself, built, installed and running on your floor, tested against the agreed spec.
Program files & backups
PLC, HMI and robot programs plus project backups, handed over so your team can maintain the system.
Schematics & wiring
Electrical schematics, network diagrams, panel layouts where applicable.
Operations documentation
How the system works, how it's deployed, how to keep it running.
Team training
Walkthrough sessions for your engineers, operators, or maintenance team.
Acceptance test report
Written test results against the criteria agreed up front. Pass/fail, traceable.
Bug-fix warranty
Defined warranty period in every contract. We fix what we shipped.
Spare parts list
Recommended spares and a full bill of materials, so service and replacements stay easy.
Frequently asked questions
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Let's discuss your project and see how we can help bring your vision to life.