XENTINEL PLATFORM
Xentinel Vision
The computer-vision line of the Xentinel family — automated inspection, monitoring and edge deployment, built on the MATA framework and running on your own hardware, inside your network.
Vision that ships with an operator, not a research notebook.
What Is Xentinel Vision?
Xentinel Vision — the vision line of the Xentinel family — packages the MATA ecosystem into deployable vision applications: inspection, monitoring, and alerting that run on your hardware, inside your network.
01
Ready-made pipelines
Detection, classification, and tracking arrive pre-wired for inspection and monitoring, so projects start from a working baseline instead of a blank file.
02
Edge-first deployment
Runs on site hardware with offline capability; nothing about your production line has to reach the public internet.
03
Iterative by design
New cases are added by composing tasks, not by rebuilding the system — the pipeline grows with the problem.
Core Capabilities
Applied vision functions that map directly to production tasks.
01
Automated Visual Inspection
Detect, count, and classify items on a line or in a yard without manual review of every frame.
02
Defect & Anomaly Detection
Flag deviations from acceptable appearance, including cases with no labelled examples to start from.
03
PPE & Safety Monitoring
Verify protective equipment and unsafe conditions, with an auditable record per event.
04
Multi-camera Analytics
Many streams, one view: events correlated across cameras and locations.
05
Edge Deployment
Inference on local GPUs or CPUs, sized to the hardware you actually have.
06
Reporting & Integration
Structured results pushed into your MES, ERP, dashboard, or archive.
Where It Runs
Sites where visual checks already happen — now continuously and consistently.
Logistics & Warehousing
Parcel, pallet, and vehicle checks with exception routing to operators.
Manufacturing & Safety
In-line quality checks and safety conditions running alongside production.
Smart Facilities & Surveillance
Facility events detected across camera fleets with privacy-preserving on-prem processing.
Latest from Xentinel Vision
New features, releases and writing from this platform.
NEW FEATURE
Automated visual inspection
Inspection stations composed from MATA presets — detect, classify and measure on every frame, with exceptions routed to an operator.
NEW FEATURE
Defect and anomaly detection
Name the defects as text prompts, measure the ones whose size decides acceptance, and flag unlabelled deviations against a reference set.
NEW FEATURE
Safety monitoring
People counted and tracked, equipment and conditions checked by prompt, and a written assessment of a frame — running on the site's own cameras.
NEW FEATURE
Edge deployment
ONNX and TorchScript models, local GPUs or CPUs, offline operation and constant-memory streaming — with the v2.0 export limits stated plainly.
Interested in Xentinel Vision?
Send us a sample of what your cameras see — we will tell you what is feasible, and in what order.