Matrice AI
Matrice AI is a San Francisco-based computer vision platform that transforms existing enterprise camera infrastructure into AI-powered intelligent systems. It serves large organizations across Energy, Retail, Manufacturing, Smart Cities, Healthcare, and other verticals through enterprise subscriptions and a 50+ application App Store.
- Company typePrivate
- Founded2022
- HeadquartersSan Francisco, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Matrice AI does
Matrice AI is a San Francisco-based, privately held computer vision platform company founded in 2022. Its flagship product, the Vision AI Factory, is a unified enterprise platform that transforms existing camera infrastructure into AI-powered intelligent systems without hardware replacement. The platform is built on six proprietary engines: a patented Streaming Gateway that decouples video encoding from AI inference and extends camera life by 5-10 years, an Inference Engine that routes tasks across CPU/GPU/TPU for optimal latency, a Video Management System with AI-powered semantic search, an Analytics Engine for cross-camera correlation and priority-ranked alerts, a patented Orchestration Engine that dynamically prioritizes safety-critical workloads, and a patented Drift Monitoring system that detects model accuracy degradation and triggers automated retraining. The platform supports on-premise, air-gapped, and hybrid cloud deployment with SOC 2 Type 2, ISO 27001, GDPR, EU AI Act, and HIPAA compliance, and is complemented by a Vision AI App Store with 50+ production-ready applications and a Python SDK with Bring Your Own Model (BYOM) capability.
Matrice AI firmographics
Firmographics- Name
- Matrice AI
- Legal name
- Matrice AI
- Website
- https://matrice.ai
- Company type
- Private
- Founded year
- 2022
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Matrice AI is a San Francisco-based computer vision platform that transforms existing enterprise camera infrastructure into AI-powered intelligent systems. It serves large organizations across Energy, Retail, Manufacturing, Smart Cities, Healthcare, and other verticals through enterprise subscriptions and a 50+ application App Store.
- Ownership category
- akta.pro rank
Matrice AI industry classification
Industry- Product category
- Computer Vision Platform
- NAICS
- Computer Systems Design Services (541512)
- SIC
- Services-Computer Integrated Systems Design (7373), Services-Computer Programming Services (7371)
- akta.pro primary industry
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
- akta.pro secondary industries
- AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ), Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem) (HDAEANAC), AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF)
Keywords
Where Matrice AI is headquartered
LocationHeadquarters
- HQ city
- San Francisco
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
Matrice AI business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations
Revenue model
- Platform Subscription and Licensing: Enterprise Vision AI platform sold as subscription with software licensing. Includes deployment of ready-to-deploy Vision AI applications across the platform. Pricing is quote-based for enterprise deployments.
- Managed Services: Automated and managed solution that reduces operational expenditure by up to 70% through automated monitoring and management of vision AI systems.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise Platform - Custom Pricing |
Go-to-market motion3 records
Distribution channels2 records
Marketing channels4 records
Matrice AI product offering
Product offeringCore offering
Matrice AI sells an enterprise Vision AI Factory platform that transforms existing camera infrastructure into intelligent, real-time computer vision systems without requiring hardware replacement. The platform combines a patented Streaming Gateway, an Inference Engine, a Video Management System, an Analytics Engine, an Orchestration Engine, and continuous Drift Monitoring, and is complemented by a Vision AI App Store with 50+ production-ready applications, a Python SDK, and a Bring Your Own Model capability. It is delivered as an annual subscription with managed services, targeting enterprises with large-scale camera deployments.
Product overview
Matrice AI offers the Vision AI Factory, a unified enterprise platform for computer vision solutions. The core platform integrates six proprietary engines: Streaming Gateway (for camera connectivity), Inference Engine (for AI processing), Video Management System (for search), Analytics Engine (for business intelligence), Orchestration Engine (for workload prioritization), and Drift Monitoring (for continuous model improvement). The platform is complemented by the Vision AI App Store with 50+ pre-built applications, Developer SDK (Python), Bring Your Own Model capability for custom models, and hybrid cloud deployment options. Enterprises can deploy on-premise for complete data residency or use hybrid cloud for centralized monitoring.
Differentiator
Problem solved
Functional benefit
Products and services
- Matrice Vision AI Factory Platform Enterprise-grade computer vision platform that bridges traditional video analytics and modern AI, enabling enterprises to transform existing camera infrastructure into intelligent, scalable operational systems. The unified platform handles streaming, inference, orchestration, and monitoring, and is sold as an annual subscription to large enterprises.
- Vision AI App Store Self-service marketplace offering 50+ production-ready AI applications for safety, security, and operations across multiple industries, enabling customers to deploy specialized solutions in minutes without code.
- Developer SDK (Python) Python SDK with API Reference enabling developers to build and integrate custom applications on the Matrice AI platform for faster development and integration.
Quantifiable outcome
- 70% lower operational expenditure through automated and managed solution
- +5 more outcomes
Companies that use Matrice AI
Customer profileNamed customers6 records
Segments9 records
Ideal customer profiles5 records
Matrice AI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration6 records
AI capability7 records
Feature7 records
Matrice AI partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- NVIDIAcoreNVIDIA Jetson platform is supported by Matrice AI's platform for edge AI processing. The Inference Engine automatically optimizes processing across CPU, GPU, or TPU including NVIDIA hardware.
Scale indicators8 records
Recent moves6 records
Expansion highlights7 records
Matrice AI competitors and assessment
Company assessmentBroad incumbents
- Genetec: Major unified physical security platform vendor offering video management and analytics; competes for Matrice's enterprise customers as an established incumbent across multiple industries.
- NVIDIA Metropolis: NVIDIA's vision AI platform and SDK ecosystem for building video analytics; overlaps with Matrice's AI inference and edge deployment capabilities and is also a hardware partner of Matrice.
- Cisco Meraki MV: Cloud-managed video surveillance with built-in analytics from Cisco; addresses the same 'turn existing cameras into intelligent systems' market that Matrice targets, but bundled with Cisco's networking sales channel.
- Avigilon (Motorola Solutions): Large incumbent vendor of video surveillance and analytics (now under Motorola Solutions); addresses the same enterprise security camera analytics market as Matrice but as part of a much broader physical security portfolio.
Direct peers
- IronYun: Enterprise video intelligence / computer vision platform serving smart city, retail and industrial safety use cases; closely comparable AI video analytics positioning to Matrice.
- AnyVision (Oosto): Computer vision platform focused on real-time detection for physical security, safety compliance and operational analytics; overlaps with Matrice's PPE compliance, access control and anomaly use cases.
- BriefCam: Direct competitor offering enterprise video analytics and computer vision for security, safety, and operational use cases; targets the same Fortune 500 enterprise buyers with similar use cases across the verticals Matrice serves.
- Spot AI: Cloud-and-on-prem AI video analytics platform for businesses; comparable to Matrice in targeting existing camera infrastructure and offering enterprise-ready vision AI across safety, security, and operations verticals.
- Viso: No-code computer vision platform for enterprises, enabling application development and deployment; overlaps with Matrice's low/no-code Vision AI Factory and SDK approach.
- Ambient.ai: AI-powered physical security analytics applied to existing camera networks; comparable platform approach to Matrice for safety, threat detection, and proactive alerting in enterprise environments.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
Matrice AI social profiles
Digital presenceMatrice AI compliance and trust
Trust signalCompliance5 records
Matrice AI financial estimates
Financial estimateRevenue estimate
Valuation estimate
Matrice AI leadership team
Management profileNumber of profiles
Profiles8 records
Matrice AI funding detail
Funding detailFunding overview
Funding rounds2 records
Investors3 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Matrice AI M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Matrice AI
What does Matrice AI do?
Matrice AI sells an enterprise Vision AI Factory platform that transforms existing camera infrastructure into intelligent, real-time computer vision systems without requiring hardware replacement. The platform combines a patented Streaming Gateway, an Inference Engine, a Video Management System, an Analytics Engine, an Orchestration Engine, and continuous Drift Monitoring, and is complemented by a Vision AI App Store with 50+ production-ready applications, a Python SDK, and a Bring Your Own Model capability. It is delivered as an annual subscription with managed services, targeting enterprises with large-scale camera deployments.
Is Matrice AI a public or private company?
Matrice AI is a private company. It is classified as venture growth investor backed and is currently operating.
When was Matrice AI founded?
Matrice AI was founded in 2022. It employs 11 to 50 people.
Where is Matrice AI based?
Matrice AI is headquartered in San Francisco, United States, in the North America region.
How does Matrice AI make money?
Two revenue lines are on record. Platform Subscription and Licensing is the primary driver. The others are managed Services.
Who are Matrice AI's main competitors?
Broad incumbents on record are Genetec, NVIDIA Metropolis, Cisco Meraki MV and Avigilon (Motorola Solutions). Direct peers are IronYun, AnyVision (Oosto), BriefCam, Spot AI, Viso and Ambient.ai.
Does Matrice AI have an API?
Yes. Matrice AI offers a Python SDK and API Reference for developers to build and integrate custom applications on the platform. The Developer SDK enables developers to access platform capabilities for faster development and integration.
What industry is Matrice AI in?
Matrice AI's product category is Computer Vision Platform. Its primary akta.pro industry code is HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management), with a secondary code of HDAEANAJ, AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs). Its NAICS code is 541512 and its SIC code is 7373.