Edge Vision
Edge Vision (Pattern AI Labs) sells an on-premise edge-AI platform that turns existing CCTV into real-time operations intelligence for apparel retail, QSR, and quick-commerce dark stores, delivered via the RetailTrack and RiderTrack products on Intel edge hardware.
- Company typePrivate
- Founded2022
- HeadquartersLondon, United Kingdom
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Edge Vision does
Edge Vision, operated by Pattern AI Labs, is an early-stage enterprise AI company building an on-premise edge-AI platform that turns existing IP/CCTV camera feeds into real-time operational intelligence for apparel retail, quick-service restaurants (QSR), and quick-commerce dark stores. The platform runs a hybrid Vision + GenAI pipeline on Intel Core Ultra edge compute (~100 TOPS, OpenVINO-optimized for NPU + iGPU), with continuous computer vision at 15+ FPS per camera and a vision-language model triggered only when the rule engine demands context, producing a stated ~90% compute reduction versus always-on GenAI inference. All processing occurs inside the store LAN over RTSP, with zero biometric data leaving the device and zero cloud bandwidth.
Two products sit on the shared platform: RetailTrack, which delivers customer and staff analytics for apparel floors (heat mapping, VIP/loyalty recognition, POS-camera time-stitching, staff productivity) and an extended QSR Edition covering drive-thru, kitchen choke-points, and food-safety compliance; and RiderTrack, which provides last-mile delivery-hub intelligence (idle-cluster detection, presence verification against roster, demand-weather correlation, surge-guardrail API). The company monetizes through Intel-powered edge hardware sales, recurring on-prem software subscriptions for RetailTrack and RiderTrack, and a structured 3-week pilot professional-services engagement.
Edge Vision goes to market via direct enterprise field sales targeting operations, floor, and district managers, with offices in San Francisco (US HQ) and Kochi (India engineering hub) plus a global remote team. The company is a strategic Intel Edge AI Partner, with no disclosed revenue, no named customers, no management team listed, and no material external funding beyond a 2022 AcceliCITY accelerator participation, indicating a very early stage of commercial development.
Edge Vision firmographics
Firmographics- Name
- Edge Vision
- Legal name
- Pattern AI Labs
- Website
- https://edgevision.pro
- Company type
- Private
- Founded year
- 2022
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Edge Vision (Pattern AI Labs) sells an on-premise edge-AI platform that turns existing CCTV into real-time operations intelligence for apparel retail, QSR, and quick-commerce dark stores, delivered via the RetailTrack and RiderTrack products on Intel edge hardware.
- Ownership category
- akta.pro rank
Edge Vision industry classification
Industry- Product category
- Edge AI Video Analytics
- NAICS
- Security Systems Services (except Locksmiths) (561621), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)
- SIC
- Industrial Instruments For Measurement, Display, And Control (3823)
- akta.pro primary industry
- Real-Time Vision at the Edge (on-device CV/video) (HDAAAJAE)
- akta.pro secondary industries
- AI/Analytics Video Surveillance (Detection, LPR, People Counting) (HSAHACAF), Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem) (HDAEANAC)
Keywords
Where Edge Vision is headquartered
LocationHeadquarters
- HQ city
- London
- HQ country
- United Kingdom
- HQ region
- Europe
Offices3 records
Markets served
Edge Vision business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Operations, Marketing or Sales, Supply Chain
Revenue model
- Edge Hardware Appliance Sale: Sale of Intel-powered edge compute hardware (ASUS NUC15CRSU9) as part of the on-prem deployment. Hardware includes Intel Core Ultra 9, 32GB RAM, 1TB NVMe storage.
- Software Platform Subscription: Ongoing software subscription for RetailTrack and/or RiderTrack platform access, including dashboards, alerts, APIs, and updates. Delivered as an on-prem software license.
- Professional Services - Pilot & Deployment: 3-week structured pilot program including site survey, camera audit, installation, calibration, tuning, training, and handover. Week 1: Audit & Install. Week 2: Calibrate & Tune. Week 3: Handover & Train.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Hybrid | Multi-year contract | Enterprise pilot program with full deployment |
Go-to-market motion1 record
Distribution channels1 record
Marketing channels4 records
Edge Vision product offering
Product offeringCore offering
Edge Vision (Pattern AI Labs) sells an on-premise Vision + GenAI edge-AI platform that ingests existing IP/CCTV cameras via RTSP and runs hybrid computer-vision and Vision-Language-Model inference on Intel Core Ultra edge compute inside the store or hub. Two products are built on this platform: RetailTrack, which delivers customer and staff analytics, VIP/loyalty recognition, QSR speed-of-service, kitchen safety and drive-thru operations intelligence; and RiderTrack, which delivers last-mile dark-store and delivery-hub intelligence including idle-cluster detection, presence verification, demand-weather correlation, and surge-guardrail APIs.
Product overview
EdgeVision (by Pattern AI Labs) is a unified edge AI platform delivering two distinct operational products built on a shared edge compute infrastructure. The core EdgeVision Platform provides on-premise Intel-powered edge AI (~100 TOPS) with hybrid Vision + GenAI processing, connecting to existing CCTV via RTSP with zero cloud dependency. RetailTrack is the retail operations intelligence product serving apparel retail and QSR environments with customer analytics, staff productivity monitoring, and compliance tracking. RiderTrack is the last-mile delivery hub intelligence product with idle detection, presence verification, and surge guardrail capabilities. Both products share the same edge hardware, privacy guarantees, and management console.
Differentiator
Problem solved
Functional benefit
Brands
- RetailTrack: AI-powered customer and staff analytics product for apparel retail floors and quick-service restaurants (QSR). Features footfall, dwell, VIP recognition, staff coverage, drive-thru wait time, and food-safety compliance monitoring.
- RiderTrack
Products and services
- EdgeVision Platform
- RetailTrack
- RiderTrack
- RetailTrack QSR Edition
Quantifiable outcome
- Reduced artificial surge pricing through true on-apron capacity visibility
- +3 more outcomes
Companies that use Edge Vision
Customer profileSegments3 records
Ideal customer profiles3 records
Edge Vision technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration4 records
AI capability8 records
Feature8 records
Edge Vision partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- IntelcoreIntel Edge AI Partner with hardware optimized on Intel Core Ultra series (~100 TOPS). EdgeVision platform runs on Intel-powered edge compute (ASUS NUC15CRSU9 with Intel Core Ultra 9 285H). Software optimized using Intel OpenVINO toolchain for NPU + iGPU inference. Featured as leading edge-AI innovator in Intel's exclusive partner ecosystem.
Scale indicators6 records
Recent moves6 records
Expansion highlights5 records
Edge Vision competitors and assessment
Company assessmentEmerging players
- DeepNorth: DeepNorth offers AI video-analytics for retail, drive-thru, and public safety including customer behavior, queue management, and safety compliance. Comparable to Edge Vision's multi-vertical (retail + QSR + safety) computer-vision approach, though DeepNorth offers both cloud and edge deployment options.
Direct peers
- Radius AI: Radius AI provides real-time retail video analytics including footfall, dwell, queue, and demographic insights from existing CCTV. Comparable to Edge Vision's RetailTrack in retail vertical, RTSP-based computer vision, and customer-journey analytics use cases.
- Focal Systems: Focal Systems deploys AI-powered shelf cameras and computer vision for retail operations, including out-of-stock detection and staff analytics. Comparable to Edge Vision in retail vertical focus and computer-vision stack, though biased toward shelf-level rather than people-level analytics.
- Veesion: Veesion provides AI video-analytics software for retail loss prevention and customer behavior analysis, connecting to existing CCTV. Directly comparable to Edge Vision's RetailTrack in target customer (apparel/retail), data source (RTSP CCTV), and use cases (suspicious behavior, staff monitoring), making it the closest direct competitor in European retail AI.
- Trax Retail: Trax provides image-recognition and computer-vision analytics for retail execution, including store-level performance and shopper analytics. Comparable to Edge Vision in retail computer-vision analytics for operational intelligence, though Trax focuses more on merchandising/audit workflows than edge runtime deployment.
- Valyant AI: Valyant AI develops AI assistants for QSR drive-thrus including computer-vision order taking and kitchen analytics. Comparable to Edge Vision in QSR vertical, drive-thru focus, and edge-based AI deployment, though biased toward conversational ordering rather than staff/operations analytics.
- Standard AI: Standard AI builds AI-powered autonomous checkout and computer-vision systems for retail using ceiling-mounted cameras. Closely comparable to Edge Vision in leveraging existing camera infrastructure for real-time retail operations intelligence, although Standard AI focuses on checkout elimination rather than staff/customer analytics.
- Presto Automation: Presto Automation builds AI for quick-service restaurants, with a flagship drive-thru voice-AI product and computer-vision for QSR operations. Directly comparable to Edge Vision's RetailTrack QSR Edition in target vertical (drive-thru QSR), use cases (speed-of-service, kitchen visibility), and computer-vision deployment.
Broad incumbents
- Brain Corp: Brain Corp develops AI platforms for autonomous retail robots and analytics with edge compute on Intel hardware, deployed across large retail chains. Comparable to Edge Vision in retail vertical, edge AI runtime, and Intel partnership, though biased toward robotics rather than pure camera analytics.
- Cisco Meraki: Cisco Meraki provides cloud-managed smart cameras and MV analytics for retail and enterprise, with edge processing built into the camera firmware. Comparable to Edge Vision in retail surveillance, edge compute, and existing-CCTV utilization, though Meraki is part of a much broader networking portfolio rather than a focused retail-ops solution.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights7 records
Customer concentration
Edge Vision social profiles
Digital presenceEdge Vision financial estimates
Financial estimateRevenue estimate
Valuation estimate
Edge Vision leadership team
Management profileNumber of profiles
Edge Vision funding detail
Funding detailFunding overview
Funding rounds1 record
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Edge Vision 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 Edge Vision
What does Edge Vision do?
Edge Vision (Pattern AI Labs) sells an on-premise Vision + GenAI edge-AI platform that ingests existing IP/CCTV cameras via RTSP and runs hybrid computer-vision and Vision-Language-Model inference on Intel Core Ultra edge compute inside the store or hub. Two products are built on this platform: RetailTrack, which delivers customer and staff analytics, VIP/loyalty recognition, QSR speed-of-service, kitchen safety and drive-thru operations intelligence; and RiderTrack, which delivers last-mile dark-store and delivery-hub intelligence including idle-cluster detection, presence verification, demand-weather correlation, and surge-guardrail APIs.
Is Edge Vision a public or private company?
Edge Vision is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Edge Vision founded?
Edge Vision was founded in 2022. It employs 1 to 10 people.
Where is Edge Vision based?
Edge Vision is headquartered in London, United Kingdom, in the Europe region.
How does Edge Vision make money?
Three revenue lines are on record. Edge Hardware Appliance Sale is the primary driver. The others are software Platform Subscription and professional Services - Pilot & Deployment.
Who are Edge Vision's main competitors?
DeepNorth is listed as an emerging player. Direct peers are Radius AI, Focal Systems, Veesion, Trax Retail, Valyant AI, Standard AI and Presto Automation. Broad incumbents are Brain Corp and Cisco Meraki.
Does Edge Vision have an API?
Yes. EdgeVision offers REST APIs and webhooks for integration with enterprise systems. The platform provides: Dashboard APIs for accessing analytics data, WhatsApp integration for manager notifications and alerts, and a surge-model guardrail API that allows dispatch systems to receive real-time capacity hints (e.g., 'real-capacity = 4') to prevent artificial surge pricing. The API enables integration with POS systems, BI stacks, and loyalty platforms.
What industry is Edge Vision in?
Edge Vision's product category is Edge AI Video Analytics. Its primary akta.pro industry code is HDAAAJAE, Real-Time Vision at the Edge (on-device CV/video), with a secondary code of HSAHACAF, AI/Analytics Video Surveillance (Detection, LPR, People Counting). Its NAICS code is 561621 and its SIC code is 3823.