LAYER 1
Existing cameras
YOUR INFRASTRUCTUREONVIF-compatible IP, CCTV, or industrial cameras already on site.
PLATFORM FEATURES
AI that works with the cameras you already have
OCTOps runs multiple AI models simultaneously on your existing camera hardware — monitoring quality, safety, inventory, and operations without requiring new infrastructure or locked-in hardware ecosystems.
Cameras
Edge machine
Secure cloud
Dashboard
INSIGHTS ONLY →
- Works with existing cameras
- 7 built-in AI capabilities
- Video processed on-site
- Easily run model updates via platform interface
THE PLATFORM PROBLEM
Most operations run blind, even when cameras are already there.
CCTV records. It does not understand. Across every industry, three gaps keep appearing, and none of them require new hardware to fix.
OCTOps resolves all three by running directly on your existing cameras, unifying every AI model in one platform, and continuously improving through your own real-world operational data.
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No real-time intelligence
Cameras capture footage but provide no automated analysis. Issues are discovered after the fact via incident reports, customer complaints, or manual inspection rounds that cover a fraction of the floor.
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Fragmented AI investments
Where AI tools exist, they operate in silos, separate vendors, separate dashboards, no shared data. Each model stays at baseline accuracy because it cannot learn from the others or from your operational environment.
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AI that never improves
Generic models are trained on generic data. Without a mechanism to retrain on your specific conditions, accuracy plateaus, and your investment stagnates. Most AI vendors have no answer to this problem.
PLATFORM OVERVIEW
One platform. Every camera. Secure operational intelligence.
OCTOps connects to your camera infrastructure via an on-site edge machine. AI models run locally processing video in real time without sending raw footage to the cloud. Results, alerts, and insights surface in a unified dashboard accessible from anywhere.
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Real-time visual analysis
Multiple AI models process every camera feed simultaneously — no lag, no missed events, no manual checking.
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Unified AI integration
Your existing AI models connect into one platform — shared data, single dashboard, unified control and retraining.
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Targeted model enhancement
Every cycle of real-world operation can feed back into the model to improve accuracy or adapt to operational changes, with fine tuning cycles initiated at your convenience.
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Data privacy by design
Video is processed on-site by the edge machine. Raw footage by default never leaves your facility — by architecture, not policy.
PLATFORM ARCHITECTURE
Edge computing meets cloud intelligence.
AI processing happens on-site. Results surface in the cloud. Senior staff can monitor from anywhere without raw footage ever leaving the facility.
LAYER 2
Edge machine
ON-SITEAll AI models run locally. Video never leaves site by default.
LAYER 3
Results and alerts
SECURE CLOUDOnly insights and event-triggered clips leave the site.
LAYER 4
Unified dashboard
YOUR TEAMLive data, alerts, and reports from any device, anywhere.
Data privacy by design: Video is processed entirely on your site by the edge machine. Raw footage is never transmitted off-site. Only event-triggered recordings and aggregated result data leave your facility, and only to the cloud destination you configure. You retain ownership of all operational data at all times.
PLATFORM CAPABILITIES
Seven AI capabilities. One platform.
Each capability runs independently or simultaneously on the same camera feed. Every model can be tuned to your environment. Custom models are available for requirements outside the standard suite.
SAFETY
INSPECTION
INVENTORY
+4 MORE
7 MODELS · 1 FEED · SIMULTANEOUS
CAPABILITY 01
Safety Management
Proactive protection and detecting violations before they become incidents.
WHAT IT DOES
PPE compliance monitoring
Continuously verifies helmets, safety vests, and goggles are worn in required zones, alerting supervisors immediately when violations are detected anywhere on the floor.
Restricted area access control
Detects entry into restricted or hazardous zones in real time, without additional access hardware, RFID infrastructure, or manual supervision.
Dangerous behaviour detection
Identifies hazardous actions including falls, unsafe equipment operation, and prohibited behaviour for immediate supervisor response before incidents occur.
CAPABILITY 02
Labour analytics
Know exactly how time and effort translate to output — automatically, without manual timesheets.
WHAT IT DOES
Accurate man-hour calculation
Tracks worker time in specific zones via AI cameras and matches with PLC production line data, eliminating manual time reporting entirely.
Unified production management
Links work results across multiple facilities into your production management system for cross-site performance comparison.
OCR work order reading
Reads worksheets and AR markers via OCR, capturing production volumes, task types, and personnel assignments in real time without manual data entry.
CAPABILITY 03
Inventory management
Eliminate manual stocktakes and counting errors — permanently.
WHAT IT DOES
Automated AI counting
Fixed cameras with image recognition process incoming materials and stored products continuously, no manual stocktake, no counting errors, no production disruption.
Large materials tracking
Accurately tracks pallets, lineside materials, and bulk items that are impractical to manage with barcodes or RFID by visual recognition alone.
Real-time ERP integration
Inventory levels update automatically and feed directly into your ERP or warehouse management system, avoiding manual data entry.
CAPABILITY 04
Equipment panel and display monitoring
Full equipment visibility without direct digital access or scheduled inspection rounds.
WHAT IT DOES
Real-time anomaly detection
With even a simple webcam AIOCR reads machine panels and displays continuously, detecting critical readings or status changes the moment they occur on both digital and analogue displays, across any equipment type.
Automatic event recording
Records video from other nearby cameras before and after any anomaly providing a complete record for root cause analysis and preventive maintenance planning without manual review.
Legacy equipment compatible
Works on digital and analogue displays across different manufacturers no API, no digital integration, no new hardware required. Epecially effective with equipment that predates networked monitoring.
CAPABILITY 05
Visual quality inspection
Consistent, accurate defect detection at any production speed without fatigue.
WHAT IT DOES
Comprehensive defect detection
Identifies cracks, scratches, foreign objects, dimensional variations, printing errors, component mounting issues, and packaging problems at line speed, without fatigue.
High-throughput inspection
Proven at 4,000+ units per hour with consistent accuracy across extended production runs impossible to replicate with manual checking at any scale.
Integrated relearning feature
Built-in data collection and retraining tools allow for improved detection accuracy using your own production data, no external data science team required.
CAPABILITY 06
Unified management console
Bring every AI investment together, unified control, shared data, no silos.
WHAT IT DOES
Intelligence on your terms: Set, Run, Modify
Select target hardware, batch run models or camera-by-camera, Set parameters, thresholds and alert events for comprehensive and customisable control over your environment and data, eliminating fragmented, siloed deployments.
In-built Model Retraining Function
Respond to evolving site variables and retune models using the in-build retraining function on the management console using your own data for reliable results that reflect your real conditions – not generic or synthetic scenarios.
Scalable ecosystem
Start small with high priority needs and add new AI capabilities over time without disrupting existing deployments, the platform grows with your operational needs and does not lock you into a vendor's hardware cycle.
CAPABILITY 07
AI model enhancement
The longer OCTOps runs in your environment, the smarter it gets.
WHAT IT DOES
Client-data retraining
Your real-world operational data feeds back into the model through a structured five-step cycle, improving accuracy, reducing false positives, and adapting to your specific site conditions.
Reduced false positives
Models fine-tuned on your environment learn to distinguish genuine anomalies from normal variation, eliminating alert fatigue and restoring trust in automated monitoring over time.
Your data stays yours
Video is processed on-site. Only aggregated data and event clips are used for retraining. You retain full ownership of all operational data.
ONGOING SUPPORT
The same platform. Applied to your world.
These capabilities work across any operation. See how they map to the specific challenges, workflows, and terminology of your sector.
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Manufacturing
Quality control, labour analytics, equipment monitoring, and safety compliance on the production floor.
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Logistics
High-speed inspection, automated inventory counting, and multi-site visibility across warehouse operations.
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Construction
Material management, site safety monitoring, and remote visibility for project managers and owners.
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Facilities
Crowd flow management, access control, and equipment monitoring for commercial and public facilities.
AI VISUAL MONITORING PLATFORM
We Watch,
We Watch,
So You Can Lead!
Every deployment starts with an operational assessment tailored to your site, your cameras, your use cases, your environment. No generic demos.
NO LOCK-IN · COMPATIBLE WITH EXISTING CAMERAS
Object Detection
Quality Control
PPE Monitoring
Parts
Food