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Edgify

Full company profile

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Namestring
Edgify
Legal namestring
Edgify AI Limited
Websiteurl
edgify.ai
Company typeenum
Private
Founded yearint
2015
Operating statusenum
Operating
Ownership categoryenum
Headcount rangeband
11–50
akta.pro rankint
HeadquartersLondon, United Kingdom
HQ citystring
London
HQ countrystring
United Kingdom
HQ regionstring
Europe
Markets served

Serves global market

Offices1 record

Each record includes

City, Country, Type, Description, Source

Keyword5 values
edge AI retail, computer vision checkout, loss prevention software, barcodeless item recognition, federated learning platform
NAICS code1 code
  • Software Publishers513210
SIC code1 code
  • Services-Prepackaged Software7372
Product category
Edge AI software for retail
GTM motion2 records

Each record includes

Type, Description, Source

Revenue model3 records
1Device Licensing
TypeSubscription Recurring
Description

The company grants a revocable, non-transferable, non-exclusive, non-sublicensable license to use the Company Solution on Customer Systems. Licenses are sold per device, with the Purchase Order specifying the number of licenses purchased. Each License Year is a 12-month period with annual fee adjustments possible.

2Training Services
TypeProfessional Services
Description

Training services are included in the Fees. The Company provides training to the Customer Project Manager as part of the licensing arrangement. Additional on-premises or out-of-scope services may be charged separately at an agreed fee.

3Support Services
TypeSubscription Recurring
Description

Support services including Level 1, Level 2, and Level 3 support are provided during Business Days (9:00-18:00). On-premises support and out-of-scope services are charged at an agreed fee separately from the base license Fees.

Marketing channels6 records

Each record includes

Title, Type, Stage, Description, Source

Distribution channels1 record

Each record includes

Title, Type, Scope, Target buyer, Description, Source

Cost components4 values
Technology or R&D, Personnel, Marketing or Sales, Operations
Pricing details2 tiers
1Enterprise device licensing per year with support services
ModelSubscriptionBilling cadenceAnnual
Notes

Fees are invoiced and payable within 30 days. Company reserves right to increase fees annually with 30 days prior notice. Each License Year is 12 months. All fees are exclusive of VAT.

2Level 1, 2, 3 support tiers with defined response times
ModelSubscriptionBilling cadenceAnnual
Notes

Support Hours: 9:00-18:00 during Business Days. On-premises support and out-of-scope services are not included in the Fees and are charged separately at an agreed fee.

GTM typeB2B
B2B
Offering typeSoftware
Software
Core offering1 text field

Edgify is an edge AI software platform for retail that runs deep learning models directly on in-store devices (POS, self-checkout, self-service scales) without cloud dependency. Its core offerings include Barcodeless Item Recognition (BLIR) for computer-vision-based produce and bakery identification via USB cameras, and an AI-powered Loss Prevention module that detects non-scans, barcode switching, and left-in-cart events in real time. Solutions are licensed per device on annual subscription terms, with separately billed integration, training, and support services.

Differentiator
Functional benefit
Problem solved
Quantifiable outcome1 of 4 values shown
  • 98.58% precision in product recognition
+3 more records
Product overview1 text field

Edgify is an edge AI platform for retail, offering a unified system combining computer vision for barcodeless item recognition (BLIR) and AI-powered loss prevention. The platform consists of the Edgify Agent (edge device software for Windows/Linux), the Edgify Dashboard (centralized management and reporting platform), the Non-Scan Detector module (for detecting checkout anomalies), and the Trainer component (for federated learning). Edgify integrates with self-checkout systems, scanners, and scales, running AI models directly on in-store edge devices without cloud dependency.

Product and service4 records
1Barcodeless Item Recognition (BLIR)
CategoryComputer Vision Product
Description

Computer vision system that automatically recognizes up to 1,000 barcodeless items (fresh produce, bakery, nuts, candy) at checkout using standard USB cameras. Integrates with self-service scales, self-checkout, and lane POS systems for seamless item identification, eliminating manual PLU entry.

2Loss Prevention
CategoryAI Loss Prevention Software
Description

AI-powered loss prevention system detecting non-scans, barcode switching, and left-in-cart events at checkout. Provides real-time alerts for intervention and comprehensive reporting on shrinkage and store performance, operating on edge devices with 98.58% precision.

3Edgify Dashboard
CategoryManagement Platform
Description

Centralized cloud-based management platform providing real-time visibility across all connected Edgify edge devices. Enables device management, data monitoring, model performance tracking, catalog management, user permissions, and reporting on accuracy and shrinkage across the retail estate.

4Edgify Agent
CategoryEdge Runtime Software
Description

Edge device software component deployed on-premise that runs AI models, performs inference, captures and labels data, trains models locally, and communicates with the Edgify Dashboard. Available for Windows and Linux (Docker), enabling on-device federated learning without cloud dependency.

Scale indicator4 records

Each record includes

Type, Value, Description, Source

Recent move6 records

Each record includes

Date, Type, Title, Description, Source

Expansion highlight6 records

Each record includes

Type, Description

Peers9 records
TypeBroad incumbent
2Standard AI
TypeDirect peer
Description

Computer-vision platform for autonomous checkout and SCO analytics; competing head-to-head with Edgify for retail AI contracts and loss prevention at point of sale.

TypeDirect peer
Description

Checkout-free computer-vision technology provider for grocery and convenience retail — overlapping with Edgify's barcodeless recognition and loss-prevention capabilities.

TypeDirect peer
Description

US-based computer-vision self-checkout startup that uses cameras to recognise items without barcodes — directly overlapping Edgify's BLIR and SCO loss-prevention use cases.

TypeDirect peer
Description

Computer-vision loss-prevention specialist deployed at self-checkout; directly competing with Edgify's non-scan, barcode-switching, and left-in-cart detection modules.

TypeDirect peer
Description

Israel-based retail AI platform offering cashierless checkout and store analytics; closely comparable in technology stack, customer base, and edge-vision approach.

TypeBroad incumbent
Description

Large incumbent POS and self-checkout vendor serving the same grocery and retail chains; offers bundled computer-vision capabilities and dwarf Edgify on sales reach.

TypeDirect peer
Description

AI-camera platform for autonomous stores and SCO analytics; comparable technology stack and target customer profile in grocery and convenience retail.

TypeDirect peer
Description

Checkout-free retail AI platform combining computer vision and sensor fusion for SCO and grab-and-go stores; directly competes for the same retail-AI budget.

Market position
Strengths4 records

Each record includes

Headline, Details, Source

Weaknesses4 records

Each record includes

Headline, Details, Source

Competitive moat5 records

Each record includes

Type, Details

Key risks6 records

Each record includes

Headline, Details, Source

Key highlights7 records

Each record includes

Headline, Details, Source

Customer concentration

Classification, Details

Named customers2 records

Each record includes

Name, Industry, Type, Use case, Source, UUID

Segment3 records

Each record includes

Title, Type, Primary, Description, Pain point addressed, Use case, Source

Ideal customer profile1 record

Each record includes

Profile, Firmographic size, Sales motion, Sales cycle length, Buying structure, Purchase trigger, Buyer persona, Geography, Industry vertical, Primary use case, Description, Pain points, Evidence proof points, Target buyer

Technology focused
Yes
API detail
Has APIbool
Yes

Docs URL, Description

AI capability8 records

Each record includes

Type, Description, Source

AI maturity
App detail

Has app

Feature6 records

Each record includes

Title, Differentiator, Description, Source

Core technology
Revenue estimate
Valuation estimate
Number of profiles
Profiles10 records

Each record includes

Name, Designation, Designation category, Overview, Profile commentary, Source

No data
Compliance1 record

Each record includes

Name, Class, Description

Funding overview

Funding stage, Last funding date, Total funding USD

Funding rounds4 records

Each record includes

Round, Amount USD, Date, Pre money valuation, Total investors, Investors, News

Investors3 records

Each record includes

Name, Type, Date of entry, Rounds participated, Website

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Each record includes

Name, Acquisition type, Announced date, Completed date, Status, Website, News

Investment

Each record includes

Name, Round, Announced date, Lead investor, Website, News

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Edgify

Edge AI software for retailedgify.ai

Edgify firmographics

Firmographics
Name
Edgify
Legal name
Edgify AI Limited
Website
https://edgify.ai
Company type
Private
Founded year
2015
Operating status
Operating
Headcount range
11–50 employees
Ownership category
akta.pro rank

Where Edgify is headquartered

Location

Headquarters

HQ city
London
HQ country
United Kingdom
HQ region
Europe

Offices1 record

Markets served

Edgify business model

Business model
GTM type
B2B
Offering type
Software
Cost components
Technology or R&D, Personnel, Marketing or Sales, Operations

Revenue model

  1. Device Licensing: The company grants a revocable, non-transferable, non-exclusive, non-sublicensable license to use the Company Solution on Customer Systems. Licenses are sold per device, with the Purchase Order specifying the number of licenses purchased. Each License Year is a 12-month period with annual fee adjustments possible.
  2. Training Services: Training services are included in the Fees. The Company provides training to the Customer Project Manager as part of the licensing arrangement. Additional on-premises or out-of-scope services may be charged separately at an agreed fee.
  3. Support Services: Support services including Level 1, Level 2, and Level 3 support are provided during Business Days (9:00-18:00). On-premises support and out-of-scope services are charged at an agreed fee separately from the base license Fees.

Pricing tiers

ModelBillingPrice
SubscriptionAnnualEnterprise device licensing per year with support services
SubscriptionAnnualLevel 1, 2, 3 support tiers with defined response times

Go-to-market motion2 records

Distribution channels1 record

Marketing channels6 records

Edgify product offering

Product offering

Core offering

Edgify is an edge AI software platform for retail that runs deep learning models directly on in-store devices (POS, self-checkout, self-service scales) without cloud dependency. Its core offerings include Barcodeless Item Recognition (BLIR) for computer-vision-based produce and bakery identification via USB cameras, and an AI-powered Loss Prevention module that detects non-scans, barcode switching, and left-in-cart events in real time. Solutions are licensed per device on annual subscription terms, with separately billed integration, training, and support services.

Product overview

Edgify is an edge AI platform for retail, offering a unified system combining computer vision for barcodeless item recognition (BLIR) and AI-powered loss prevention. The platform consists of the Edgify Agent (edge device software for Windows/Linux), the Edgify Dashboard (centralized management and reporting platform), the Non-Scan Detector module (for detecting checkout anomalies), and the Trainer component (for federated learning). Edgify integrates with self-checkout systems, scanners, and scales, running AI models directly on in-store edge devices without cloud dependency.

Differentiator

Problem solved

Functional benefit

Products and services

  • Barcodeless Item Recognition (BLIR) Computer vision system that automatically recognizes up to 1,000 barcodeless items (fresh produce, bakery, nuts, candy) at checkout using standard USB cameras. Integrates with self-service scales, self-checkout, and lane POS systems for seamless item identification, eliminating manual PLU entry.
  • Loss Prevention AI-powered loss prevention system detecting non-scans, barcode switching, and left-in-cart events at checkout. Provides real-time alerts for intervention and comprehensive reporting on shrinkage and store performance, operating on edge devices with 98.58% precision.
  • Edgify Dashboard Centralized cloud-based management platform providing real-time visibility across all connected Edgify edge devices. Enables device management, data monitoring, model performance tracking, catalog management, user permissions, and reporting on accuracy and shrinkage across the retail estate.
  • Edgify Agent Edge device software component deployed on-premise that runs AI models, performs inference, captures and labels data, trains models locally, and communicates with the Edgify Dashboard. Available for Windows and Linux (Docker), enabling on-device federated learning without cloud dependency.

Quantifiable outcome

  • 98.58% precision in product recognition
  • +3 more outcomes

Companies that use Edgify

Customer profile

Named customers2 records

Segments3 records

Ideal customer profiles1 record

Edgify technology and API

Technology

Technology focussed Yes

API detail

Has API
Yes
API docs
API detail

Core technology

AI maturity

App detail

AI capability8 records

Feature6 records

Edgify partnerships and signals

Strategic signal

Scale indicators4 records

Recent moves6 records

Expansion highlights6 records

Edgify competitors and assessment

Company assessment

Broad incumbents

  • Diebold Nixdorf:
  • NCR Voyix: Large incumbent POS and self-checkout vendor serving the same grocery and retail chains; offers bundled computer-vision capabilities and dwarf Edgify on sales reach.

Direct peers

  • Standard AI: Computer-vision platform for autonomous checkout and SCO analytics; competing head-to-head with Edgify for retail AI contracts and loss prevention at point of sale.
  • Grabango: Checkout-free computer-vision technology provider for grocery and convenience retail — overlapping with Edgify's barcodeless recognition and loss-prevention capabilities.
  • Mashgin: US-based computer-vision self-checkout startup that uses cameras to recognise items without barcodes — directly overlapping Edgify's BLIR and SCO loss-prevention use cases.
  • Everseen: Computer-vision loss-prevention specialist deployed at self-checkout; directly competing with Edgify's non-scan, barcode-switching, and left-in-cart detection modules.
  • Trigo: Israel-based retail AI platform offering cashierless checkout and store analytics; closely comparable in technology stack, customer base, and edge-vision approach.
  • AiFi: AI-camera platform for autonomous stores and SCO analytics; comparable technology stack and target customer profile in grocery and convenience retail.
  • Zippin: Checkout-free retail AI platform combining computer vision and sensor fusion for SCO and grab-and-go stores; directly competes for the same retail-AI budget.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

Edgify social profiles

Digital presence

Edgify compliance and trust

Trust signal

Compliance1 record

Edgify financial estimates

Financial estimate

Revenue estimate

Valuation estimate

Edgify leadership team

Management profile

Number of profiles

Profiles10 records

Edgify funding detail

Funding detail

Funding overview

Funding rounds4 records

Investors3 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

Edgify M&A and investment

M&A and investment

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Edgify

What does Edgify do?

Edgify is an edge AI software platform for retail that runs deep learning models directly on in-store devices (POS, self-checkout, self-service scales) without cloud dependency. Its core offerings include Barcodeless Item Recognition (BLIR) for computer-vision-based produce and bakery identification via USB cameras, and an AI-powered Loss Prevention module that detects non-scans, barcode switching, and left-in-cart events in real time. Solutions are licensed per device on annual subscription terms, with separately billed integration, training, and support services.

Is Edgify a public or private company?

Edgify is a private company. It is classified as venture growth investor backed and is currently operating.

When was Edgify founded?

Edgify was founded in 2015. It employs 11 to 50 people.

Where is Edgify based?

Edgify is headquartered in London, United Kingdom, in the Europe region.

How does Edgify make money?

Three revenue lines are on record. Device Licensing is the primary driver. The others are training Services and support Services.

Who are Edgify's main competitors?

Broad incumbents on record are Diebold Nixdorf and NCR Voyix. Direct peers are Standard AI, Grabango, Mashgin, Everseen, Trigo, AiFi and Zippin.

Does Edgify have an API?

Yes. REST API for integration with Edgify Agent deployed on edge devices. Supports API key authentication via HTTP Digest Auth (client ID: edgify-client). Endpoints include: POST /events (StartCustomerSession, StopCustomerSession), POST /predictions/capture-and-predict, POST /ground-truths, DELETE /ground-truths/{uuid}. Available to enterprise accounts with SSO support. Documentation available at docs.edgify.ai. Developer documentation is at docs.edgify.ai/docs/Integration/REST.

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Live signals
Tech.euEuropean tech weekly recap: Over €763M invested across 35+ dealsEuropean tech funding last week totaled over €763 million across more than 35 deals and 10 exits. Software raised the most at €355.3 million, with the UK leading at €393.5 million. Notable rounds included Lovable's $400 million raise and Cambridge Aerospace's $300 million.BusinessCloudEdgify secures £6.7m as it expands beyond retailEdgify, a London-based AI technology provider to retailers, has raised $9 million in Series A+ funding, bringing its total funding to $25 million. The company plans to use the capital to expand its platform, which enhances AI deployment on in-store edge devices across retail and other industries, by enabling devices to learn locally and share insights without cloud data transfer.Retail Technology Innovation HubAI powered loss prevention specialist Edgify secures $9 million in funding for growth beyond retail — Retail Technology Innovation HubEdgify, a London-based AI technology company specializing in loss prevention, has secured $9 million in Series A+ funding to expand its platform beyond retail into industries like QSR, distribution, and apparel. The funding aims to scale its hardware-agnostic system that integrates in-store equipment from various manufacturers and deploys AI applications in global industrial contexts.The SaaS NewsEdgify Raises $9M Series A ExtensionEdgify, an edge AI infrastructure company, raised $9 million in Series A+ funding from Rank Ventures and Mangrove Capital Partners. The funding brings its total raised capital to $25 million and will be used to expand the platform from its core retail market into new industrial sectors including transportation, logistics, manufacturing, convenience stores, and quick-service restaurants. Founded to bring intelligence to where data is created, Edgify provides a hardware-agnostic AI platform enabling edge devices like cameras and point-of-sale systems to process data locally, reducing latency and cloud costs.Unite.AIEdgify Raises $9M to Expand Edge AI Infrastructure for Physical RetailLondon-based Edgify has raised $9 million in Series A+ funding backed by Rank Ventures and Mangrove Capital Partners, bringing its total funding to $25 million, to expand its edge AI platform for physical retail environments. The company's technology uses computer vision on edge devices to detect product recognition, unscanned items, and barcode switching at self-checkout, currently operating across 2,042 stores and 9,437 connected devices. Edgify views retail as an entry point and plans to extend its distributed AI infrastructure into quick-service restaurants, warehouses, manufacturing, and transportation, positioning itself as a management layer for AI models across heterogeneous physical devices.EU-StartupsLondon-based edge AI infrastructure company Edgify raises €7.7 million to combat retail lossesEdgify, a London-based edge AI infrastructure company, has raised €7.7 million ($9 million) in Series A+ funding to expand its platform that connects and trains AI models on in-store edge devices for retail. The funding aims to support deployment across various industries and expand its AI management capabilities.Startups MagazineRetail loss-prevention startup Edgify secures $9M Series A+London-based Edgify has closed a $9 million Series A+ funding round led by Rank Ventures and Mangrove Capital Partners, bringing the retail-focused AI startup's total funding to $25 million. The company plans to use the capital to expand from grocery loss prevention into wider industrial markets including quick-service restaurants, distribution centres, and apparel. Edgify's platform enables AI-capable retail hardware to train and share models locally without routing data to the cloud, and the company is positioning itself to address edge AI opportunities across transportation, logistics, manufacturing, and warehouse operations.BitlyEdgify raises $9M to expand its edge AI platformEdge AI infrastructure company Edgify has raised $9 million in Series A+ funding from Rank Ventures and Mangrove Capital Partners, bringing its total funding to $25 million, to accelerate its platform rollout in physical retail and expand into other industries. The company's platform connects and orchestrates AI models across edge devices including self-checkouts, cameras, scales and point-of-sale systems, enabling local data processing and learning without relying on centralised cloud infrastructure. Edgify is initially targeting the $15.8 billion retail computer vision market and the broader $386 billion global edge AI market projected by 2034.Tech Funding NewsEdgify raises $9M from Rank Ventures and Mangrove Capital to bring AI to supermarket shelves and checkouts — TFNEdgify, a London-based startup specializing in edge AI for retail, has raised $9 million in a Series A+ funding round led by Rank Ventures and Mangrove Capital. This investment brings the company's total funding to $25 million as it expands its technology that links existing supermarket hardware without requiring new infrastructure or cloud uploads. The funds will be used to accelerate platform rollout with current grocery partners and expand into new sectors like quick-service restaurants and apparel.StartupmagAI startup Edgify raises £6.7m led by Rank Ventures with Mangrove Capital PartnersEdgify, a London-based AI startup, raised £6.7m in a Series A round led by Rank Ventures with Mangrove Capital Partners. The funding brings total investment to £19m and aims to accelerate commercial rollouts of its edge AI platform for physical retail. The company targets a $15.8bn retail computer vision market and plans to expand beyond retail.