Matrice AI

What Matrice AI does

Matrice AI provides a complete Vision AI Platform that transforms any camera into an AI-ready device without hardware upgrades. It offers a six-layer architecture engineered for resiliency and powered by proprietary intelligence, enabling the deployment of production-ready vision AI applications tailored to various industries. The platform supports on-premise data sovereignty, zero hardware lock-in, and offers over 50 pre-built AI apps for rapid deployment. Matrice AI's self-healing AI accuracy feature automatically detects model degradation and triggers retraining, ensuring continuous improvement over time. It aims to solve the challenges of custom vision AI builds by offering a fully managed platform with guaranteed uptime and compliance readiness.

Products

• Matrice Streaming Gateway (MSG)Extends existing camera life by 5–10 years, running multiple AI apps on a single stream and transforming any camera into an AI-ready device without hardware upgrades. It decouples video encoding from AI processing.
• Inference EngineGPU-first AI processing for optimal latency and accuracy, with video frame decoding on CPU and GPU-optimized inference workloads. Includes built-in post-processing for actionable outputs.
• Video ManagementAI-powered indexing to search by event, object, or time, allowing users to find critical moments in footage instantly.
• Analytics EngineTransforms detections into business intelligence, correlating events across cameras, generating priority-ranked alerts, and routing notifications.
• Orchestration EngineManages compute traffic, dynamically prioritizing critical safety applications over routine tasks to ensure stable performance at peak loads with a 99.9% uptime SLA.
• Continuous LearningFeatures drift monitoring that detects accuracy drops due to environmental changes and triggers automated retraining, improving AI accuracy over time without manual intervention.
• Vision AI App StoreA marketplace offering over 50 production-ready AI Apps across safety, compliance, and operations for rapid deployment.

Key capabilities

• On-Premise Data Sovereignty
• End-to-end encryption
• Role-based access control
• Audit trails
• Zero Hardware Lock-In (compatible with RTSP/ONVIF cameras, NVIDIA Jetson, GPU servers)
• 50+ Production-Ready AI Apps
• Fastest enterprise Vision AI deployment in the market
• Self-Healing AI Accuracy (Drift Monitoring and automated retraining)
• Cloud-Agnostic architecture (AWS, GCP, Azure, on-premise)
• Fully managed deployment
• 99.9% Uptime SLA
• Frame Decoupling
• Camera Health Monitoring
• Real-time AI inference
• Smart Hardware Routing
• Tensor Batching
• Object Tracking & Counting
• Activity-Only Timeline
• Semantic Search
• Event-Based Navigation
• Cross-Camera Correlation
• Smart Alerting
• Custom Dashboards
• Priority Scheduling
• Resource Profiling
• Dynamic Throttling
• Drift Detection
• Human-in-the-Loop
• Auto-Retraining Pipeline
• HIPAA-compatible computer vision
• Private buckets
• ML-Assisted Annotation
• Edge Device Optimization
• Real Time Traffic Monitoring
• Compute Reservation
• Dataset Versioning
• Data Splitting & Cleaning
• Collaborative Labeling
• AutoML Training
• Online Model Testing
• Online Model Evaluation
• Python SDK Support
• Dataset Augmentation
• Dedicated expert support (Enterprise plan)
• On-premise Compute (Enterprise plan)
• Predictive Analytics (Enterprise plan)
• Bring Your Own Model

Use cases

• Reduce safety incidents and operational downtime in Energy, Oil & Gas
• Automated flare detection
• PPE compliance monitoring
• Perimeter security
• Optimize store operations in Retail & QSR
• Real-time queue analytics
• Customer flow insights
• Staff efficiency monitoring
• Improve passenger experience and operational efficiency in Transportation & Transit
• Crowd management
• Anomaly detection
• Asset tracking
• Enhance workplace safety and productivity in Manufacturing & Warehousing
• Automated compliance monitoring
• Quality inspection
• Enable data-driven urban planning in Smart Cities
• Traffic analysis
• Public safety monitoring
• Infrastructure management
• Streamline facility operations in Healthcare
• Patient flow optimization
• Compliance monitoring
• Resource utilization analytics
• Workplace Safety (PPE Compliance, Fall Detection, Machine Safety Monitoring, Restricted Zone Alerts)
• Security (Virtual Tripwire, Loitering Detection, Tailgating Prevention, Perimeter Breach Detection, After-Hours Monitoring)
• Operations (People Counting, Engagement Analytics, Crowd Management, Queue Intelligence, Traffic Heatmaps, Workforce Analytics)
• Transport (License Plate Recognition, Speed Monitoring, Wrong-Way Alerts, Smart Parking, Vehicle Classification)
• Fire & Hazard (Smoke Detection, Flame Detection, Thermal Monitoring)
• Loss prevention
• Access control
• Parking management
• Tolling and planning data

AI approach

Matrice AI provides a Vision AI platform that transforms camera feeds into actionable intelligence. It offers 50+ production-ready AI apps for various industries, focusing on safety, compliance, and operations. The platform is designed for resiliency and uses proprietary intelligence, including a 'Self-Healing AI Accuracy' feature with drift monitoring and automated retraining. It supports on-premise data sovereignty and works with existing camera infrastructure without hardware lock-in.

Tech named: MLOps, Machine Learning, Computer Vision, Deep Learning, Proprietary Intelligence, Matrice Streaming Gateway (MSG), Drift Monitoring, AutoML Training, ML-Assisted Annotation, Edge Device Optimization, Real Time Traffic Monitoring, Predictive Analytics, Inference Engine, Video Management, Analytics Engine, Orchestration Engine, Continuous Learning, Human-in-the-Loop, Auto-Retraining Pipeline

Industries served

• Energy, Oil & Gas
• Retail & QSR
• Transportation & Transit
• Manufacturing & Warehousing
• Smart Cities
• Healthcare

What it says sets it apart

• On-premise data sovereignty with full deployment within customer firewall
• SOC 2, GDPR, AI Act compliant architecture
• Zero hardware lock-in, works with any RTSP/ONVIF camera, NVIDIA Jetson, or GPU server
• Extends existing camera life by 5-10 years
• 50+ production-ready AI Apps deployable in days/weeks
• Self-healing AI accuracy with automated drift monitoring and retraining
• Cloud-agnostic architecture (AWS, GCP, Azure, on-premise)
• Fully managed deployment reduces overhead
• 99.9% uptime SLA guaranteed
• Rapid deployment (within 14 days for most enterprises)
• Decouples video encoding from AI processing
• AI-powered indexing for video search
• Cross-camera correlation and smart alerting
• Dynamic prioritization of critical safety applications