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SES-imagotag

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uuid000jxdm

Namestring
SES-imagotag
Legal namestring
VusionGroup
Company typeenum
Private
Founded yearint
1992
Descriptiontext

SES-imagotag, now operating as VusionGroup, is a French retail technology company founded in 1992 and headquartered in Nanterre, France. The firm is publicly traded on Euronext Paris (ticker: SESL) and reported 501–1,000 employees. It serves 350+ retail clients across more than 1,000 stores with 500M+ electronic shelf label (ESL) devices deployed globally, including anchor customers such as Walmart, Edeka, Morrisons, Salling Group, Monoprix, Delhaize, Rema 1000, The Fresh Market, Jula, and Euronics. In 2025 the company rebranded from SES-imagotag to VusionGroup to unify its corporate identity under the Vusion brand spanning multiple product lines and subsidiaries, including Captana (computer vision/AI) and PDi Digital (industrial IoT).

The company's technology stack combines ESL hardware, computer vision, IoT cloud infrastructure, and AI-driven retail intelligence. Core products include the ESL hardware line, the Captana shelf-monitoring computer vision system, the VusionCloud IoT platform, VusionLive data-augmented intelligence, Memory and Pulse retail analytics, Engage in-store digital media, EdgeSense digital shelf system, VusionOX store operations, and the newly unveiled Conversational Store (June 2026). The architecture is a platform-plus-modules model in which VusionCloud anchors connectivity and ESL endpoints feed data into analytics and media layers. AI modalities in production include video/image processing (shelf monitoring), structured data (IoT sensor streams), and natural language processing (Conversational Store).

VusionGroup generates revenue through three streams: ESL and IoT hardware sales, recurring subscription-based cloud platform and software services, and in-store retail media/advertising through the Engage platform. The go-to-market is direct enterprise field sales targeting major retailers globally, supported by implementation partners for regional rollouts. Pricing is quote-based and not publicly disclosed, consistent with large enterprise IoT contracts. The company has signaled an AI-native strategic positioning with the launch of Conversational Store and was named to TIME's 100 Most Influential Companies in 2026 and awarded the EcoVadis Platinum sustainability rating in 2025.

Short descriptiontext

SES-imagotag (VusionGroup) is a French publicly traded retail IoT company providing electronic shelf labels, computer vision, and AI-driven cloud platforms to 350+ retailers globally, including major customers like Walmart, Edeka, and Morrisons.

Operating statusenum
Operating
Ownership categoryenum
Headcount rangeband
501–1,000
akta.pro rankint
HeadquartersNanterre, France
HQ citystring
Nanterre
HQ countrystring
France
HQ regionstring
Europe
Markets served

Serves global market

Offices1 record

Each record includes

City, Country, Type, Description, Source

Keyword5 values
electronic shelf labels, retail IoT platform, computer vision retail, in-store digital media, retail intelligence software
Industry1 code
1Electronic Shelf Labels (ESL) & Shelf-Edge Hardware
CodeHDACAKAJPrimaryYes
SIC code1 code
  • Electronic Components & Accessories3670
Product category
Retail IoT / Electronic Shelf Labels
GTM motion1 record

Each record includes

Type, Description, Source

Revenue model3 records
1Electronic Shelf Label Hardware
TypeHardware Sales
Description

Sale of ESL hardware devices including displays and IoT infrastructure components for retail stores.

vusion.com
2IoT Cloud Platform & Software Services
TypeSubscription Recurring
Description

Subscription-based cloud platform services for managing deployed ESL networks, analytics, and retail intelligence.

vusion.com
3Retail Media & Shopper Experiences
TypeAdvertising
Description

In-store digital media advertising platform enabling targeted content and promotions at shelf level.

vusion.com
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 components5 values
Supply Chain, Technology or R&D, Personnel, Marketing or Sales, Operations
GTM typeB2B
B2B
Offering typeHardware or Manufacturing
Hardware or Manufacturing
Brand1 of 8 records shown
1Captana
Description

Computer Vision & AI technology for retail shelf monitoring, on-shelf availability, and inventory management

vusion.com
+7 more records
Core offering1 text field

SES-imagotag (now VusionGroup) develops and sells a retail IoT ecosystem centered on Electronic Shelf Labels (ESLs) — hardware devices that digitize price and product information on store shelves — paired with the VusionCloud IoT platform, Captana computer vision/AI for shelf monitoring, and analytics solutions (Memory, Engage, Pulse, VusionLive, EdgeSense, VusionOX) for in-store operational excellence, data-driven commerce, local eCommerce fulfillment, and in-store retail media.

Differentiator
Functional benefit
Problem solved
Quantifiable outcome1 of 3 values shown
  • Shelf availability improved +3% within two months of Captana implementation
+2 more records
Product overview1 text field

VusionGroup (formerly SES-imagotag) offers a comprehensive retail IoT ecosystem combining Electronic Shelf Labels as the core hardware product with multiple software platforms and solutions. The platform-plus-modules architecture centers on VusionCloud IoT infrastructure supporting Electronic Shelf Labels, while complementary products include Captana (computer vision), Memory (retail intelligence), Engage (digital media), VusionLive, EdgeSense, Pulse, and VusionOX. Solutions span Store Operational Excellence, Data-Driven Commerce, Local eCommerce, and Retail Media & Shopper Experiences, providing end-to-end digital transformation for physical retail.

Product and service1 record
1Electronic Shelf Labels (ESL)
Scale indicator5 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

Peers10 records
TypeDirect peer
Description

UK-based specialist in full-color graphic ESLs, competing with SES-imagotag's color ESL line. Targets similar European and global retail customers with similar shelf-edge digitalization offerings.

TypeOthers
Description

Upstream e-paper display supplier to the ESL industry (including SES-imagotag). Relevant as both a key enabler of ESL technology and a potential adjacent participant in digital shelf signage.

TypeDirect peer
Description

Sweden-based direct competitor in electronic shelf labels, with comparable wireless ESL technology sold to European grocers including Carrefour and ICA. Closest pure-play ESL peer to SES-imagotag.

TypeBroad incumbent
Description

Large enterprise hardware and IoT vendor (barcode scanners, RFID, retail mobile devices) that overlaps with SES-imagotag in retail digitalization and inventory visibility, though ESL is not its core product.

TypeBroad incumbent
Description

Enterprise retail technology provider offering POS, store operations, and customer engagement software. Comparable in selling into large grocery and big-box retailers on digital store transformation.

TypeDirect peer
Description

China-headquartered ESL manufacturer that has rapidly scaled globally with aggressive pricing. Competes head-to-head with SES-imagotag for large retail contracts across Europe, Asia, and the Americas.

TypeBroad incumbent
Description

Global label and retail branding incumbent investing in RFID and connected retail solutions. Overlaps with SES-imagotag in shelf-edge labeling and retail intelligence categories.

TypeDirect peer
Description

South Korea-based ESL vendor and Newton licensee that competes directly on ESL hardware and is investing in retail IoT platform capabilities analogous to VusionCloud.

9SES-imagotag's subsidiary: PDi Digital
TypeEmerging player
Description

Wholly-owned subsidiary focused on industrial IoT and digital signage for retail and logistics. Closely related offering that extends the Vusion platform into adjacent shelf-edge and back-of-store use cases.

TypeDirect peer
Description

Netherlands-based provider of ESL and retail data capture solutions. Competes with SES-imagotag in European mid-market and enterprise retail deployments.

Market position
Strengths5 records

Each record includes

Headline, Details, Source

Weaknesses5 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 customers15 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 profile3 records

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
No

Docs URL, Description

AI capability10 records

Each record includes

Type, Description, Source

AI maturity
App detail

Has app

Feature7 records

Each record includes

Title, Differentiator, Description, Source

Core technology
Revenue estimate
Valuation estimate
Number of profiles
Profiles5 records

Each record includes

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

Subsidiaries2 records

Each record includes

Name, Acquired on, Relationship type, Type, Business focus

Compliance1 record

Each record includes

Name, Class, Description

Funding overview

Funding stage, Last funding date, Total funding USD

Funding rounds1 record

Each record includes

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

Investors1 record

Each record includes

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

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

M&A2 records

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 →

SES-imagotag

Retail IoT / Electronic Shelf Labelsses-imagotag.com

SES-imagotag (VusionGroup) is a French publicly traded retail IoT company providing electronic shelf labels, computer vision, and AI-driven cloud platforms to 350+ retailers globally, including major customers like Walmart, Edeka, and Morrisons.

What SES-imagotag does

SES-imagotag, now operating as VusionGroup, is a French retail technology company founded in 1992 and headquartered in Nanterre, France. The firm is publicly traded on Euronext Paris (ticker: SESL) and reported 501–1,000 employees. It serves 350+ retail clients across more than 1,000 stores with 500M+ electronic shelf label (ESL) devices deployed globally, including anchor customers such as Walmart, Edeka, Morrisons, Salling Group, Monoprix, Delhaize, Rema 1000, The Fresh Market, Jula, and Euronics. In 2025 the company rebranded from SES-imagotag to VusionGroup to unify its corporate identity under the Vusion brand spanning multiple product lines and subsidiaries, including Captana (computer vision/AI) and PDi Digital (industrial IoT).

The company's technology stack combines ESL hardware, computer vision, IoT cloud infrastructure, and AI-driven retail intelligence. Core products include the ESL hardware line, the Captana shelf-monitoring computer vision system, the VusionCloud IoT platform, VusionLive data-augmented intelligence, Memory and Pulse retail analytics, Engage in-store digital media, EdgeSense digital shelf system, VusionOX store operations, and the newly unveiled Conversational Store (June 2026). The architecture is a platform-plus-modules model in which VusionCloud anchors connectivity and ESL endpoints feed data into analytics and media layers. AI modalities in production include video/image processing (shelf monitoring), structured data (IoT sensor streams), and natural language processing (Conversational Store).

VusionGroup generates revenue through three streams: ESL and IoT hardware sales, recurring subscription-based cloud platform and software services, and in-store retail media/advertising through the Engage platform. The go-to-market is direct enterprise field sales targeting major retailers globally, supported by implementation partners for regional rollouts. Pricing is quote-based and not publicly disclosed, consistent with large enterprise IoT contracts. The company has signaled an AI-native strategic positioning with the launch of Conversational Store and was named to TIME's 100 Most Influential Companies in 2026 and awarded the EcoVadis Platinum sustainability rating in 2025.

SES-imagotag firmographics

Firmographics
Name
SES-imagotag
Legal name
VusionGroup
Website
https://ses-imagotag.com
Company type
Private
Founded year
1992
Operating status
Operating
Headcount range
501–1,000 employees
Short description
SES-imagotag (VusionGroup) is a French publicly traded retail IoT company providing electronic shelf labels, computer vision, and AI-driven cloud platforms to 350+ retailers globally, including major customers like Walmart, Edeka, and Morrisons.
Ownership category
akta.pro rank

SES-imagotag industry classification

Industry
Product category
Retail IoT / Electronic Shelf Labels
SIC
Electronic Components & Accessories (3670)
akta.pro primary industry
Electronic Shelf Labels (ESL) & Shelf-Edge Hardware (HDACAKAJ)

Keywords

  • Electronic shelf labels
  • Retail IoT platform
  • Computer vision retail
  • In-store digital media
  • Retail intelligence software

Where SES-imagotag is headquartered

Location

Headquarters

HQ city
Nanterre
HQ country
France
HQ region
Europe

Offices1 record

Markets served

SES-imagotag business model

Business model
GTM type
B2B
Offering type
Hardware or Manufacturing
Cost components
Supply Chain, Technology or R&D, Personnel, Marketing or Sales, Operations

Revenue model

  1. Electronic Shelf Label Hardware: Sale of ESL hardware devices including displays and IoT infrastructure components for retail stores.
  2. IoT Cloud Platform & Software Services: Subscription-based cloud platform services for managing deployed ESL networks, analytics, and retail intelligence.
  3. Retail Media & Shopper Experiences: In-store digital media advertising platform enabling targeted content and promotions at shelf level.

Go-to-market motion1 record

Distribution channels1 record

Marketing channels6 records

SES-imagotag product offering

Product offering

Core offering

SES-imagotag (now VusionGroup) develops and sells a retail IoT ecosystem centered on Electronic Shelf Labels (ESLs) — hardware devices that digitize price and product information on store shelves — paired with the VusionCloud IoT platform, Captana computer vision/AI for shelf monitoring, and analytics solutions (Memory, Engage, Pulse, VusionLive, EdgeSense, VusionOX) for in-store operational excellence, data-driven commerce, local eCommerce fulfillment, and in-store retail media.

Product overview

VusionGroup (formerly SES-imagotag) offers a comprehensive retail IoT ecosystem combining Electronic Shelf Labels as the core hardware product with multiple software platforms and solutions. The platform-plus-modules architecture centers on VusionCloud IoT infrastructure supporting Electronic Shelf Labels, while complementary products include Captana (computer vision), Memory (retail intelligence), Engage (digital media), VusionLive, EdgeSense, Pulse, and VusionOX. Solutions span Store Operational Excellence, Data-Driven Commerce, Local eCommerce, and Retail Media & Shopper Experiences, providing end-to-end digital transformation for physical retail.

Differentiator

Problem solved

Functional benefit

Brands

  • Captana: Computer Vision & AI technology for retail shelf monitoring, on-shelf availability, and inventory management
  • VusionCloud
  • VusionLive
  • EdgeSense
  • Engage
  • Memory
  • Pulse
  • VusionOX

Products and services

  • Electronic Shelf Labels (ESL)

Quantifiable outcome

  • Shelf availability improved +3% within two months of Captana implementation
  • +2 more outcomes

Companies that use SES-imagotag

Customer profile

Named customers15 records

Segments3 records

Ideal customer profiles3 records

SES-imagotag technology and API

Technology

Technology focussed Yes

API detail

Has API
No
API docs
API detail

Core technology

AI maturity

App detail

AI capability10 records

Feature7 records

SES-imagotag partnerships and signals

Strategic signal

Scale indicators5 records

Recent moves6 records

Expansion highlights6 records

SES-imagotag competitors and assessment

Company assessment

Direct peers

  • Displaydata: UK-based specialist in full-color graphic ESLs, competing with SES-imagotag's color ESL line. Targets similar European and global retail customers with similar shelf-edge digitalization offerings.
  • Pricer: Sweden-based direct competitor in electronic shelf labels, with comparable wireless ESL technology sold to European grocers including Carrefour and ICA. Closest pure-play ESL peer to SES-imagotag.
  • Hanshow: China-headquartered ESL manufacturer that has rapidly scaled globally with aggressive pricing. Competes head-to-head with SES-imagotag for large retail contracts across Europe, Asia, and the Americas.
  • SoluM: South Korea-based ESL vendor and Newton licensee that competes directly on ESL hardware and is investing in retail IoT platform capabilities analogous to VusionCloud.
  • Opticon: Netherlands-based provider of ESL and retail data capture solutions. Competes with SES-imagotag in European mid-market and enterprise retail deployments.

Others

  • E Ink Holdings: Upstream e-paper display supplier to the ESL industry (including SES-imagotag). Relevant as both a key enabler of ESL technology and a potential adjacent participant in digital shelf signage.

Broad incumbents

  • Zebra Technologies: Large enterprise hardware and IoT vendor (barcode scanners, RFID, retail mobile devices) that overlaps with SES-imagotag in retail digitalization and inventory visibility, though ESL is not its core product.
  • NCR Voyix: Enterprise retail technology provider offering POS, store operations, and customer engagement software. Comparable in selling into large grocery and big-box retailers on digital store transformation.
  • Avery Dennison: Global label and retail branding incumbent investing in RFID and connected retail solutions. Overlaps with SES-imagotag in shelf-edge labeling and retail intelligence categories.

Emerging players

  • SES-imagotag's subsidiary: PDi Digital: Wholly-owned subsidiary focused on industrial IoT and digital signage for retail and logistics. Closely related offering that extends the Vusion platform into adjacent shelf-edge and back-of-store use cases.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

SES-imagotag social profiles

Digital presence

SES-imagotag compliance and trust

Trust signal

Compliance1 record

SES-imagotag financial estimates

Financial estimate

Revenue estimate

Valuation estimate

SES-imagotag leadership team

Management profile

Number of profiles

Profiles5 records

SES-imagotag subsidiaries and ownership

Company hierarchy

Subsidiaries2 records

SES-imagotag funding detail

Funding detail

Funding overview

Funding rounds1 record

Investors1 record

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

SES-imagotag M&A and investment

M&A and investment

M&A2 records

Investments

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

Frequently asked questions about SES-imagotag

What does SES-imagotag do?

SES-imagotag (now VusionGroup) develops and sells a retail IoT ecosystem centered on Electronic Shelf Labels (ESLs) — hardware devices that digitize price and product information on store shelves — paired with the VusionCloud IoT platform, Captana computer vision/AI for shelf monitoring, and analytics solutions (Memory, Engage, Pulse, VusionLive, EdgeSense, VusionOX) for in-store operational excellence, data-driven commerce, local eCommerce fulfillment, and in-store retail media.

Is SES-imagotag a public or private company?

SES-imagotag is a private company. It is classified as public and is currently operating.

When was SES-imagotag founded?

SES-imagotag was founded in 1992. It employs 501 to 1,000 people.

Where is SES-imagotag based?

SES-imagotag is headquartered in Nanterre, France, in the Europe region.

How does SES-imagotag make money?

Three revenue lines are on record. Electronic Shelf Label Hardware is the primary driver. The others are ioT Cloud Platform & Software Services and retail Media & Shopper Experiences.

Who are SES-imagotag's main competitors?

Direct peers on record are Displaydata, Pricer, Hanshow, SoluM and Opticon. E Ink Holdings is listed as an others. Broad incumbents are Zebra Technologies, NCR Voyix and Avery Dennison. SES-imagotag's subsidiary: PDi Digital is listed as an emerging player.

Does SES-imagotag have an API?

No public API is recorded for SES-imagotag.

What industry is SES-imagotag in?

SES-imagotag's product category is Retail IoT / Electronic Shelf Labels. Its primary akta.pro industry code is HDACAKAJ, Electronic Shelf Labels (ESL) & Shelf-Edge Hardware. Its SIC code is 3670.

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Live signals
openPR.comSmart Shelves Market to Reach USD USD 8.12 billion Billion by 2033, Growing at a Robust CAGR of 15.2% During 2024-2033Market Research Intellect published a report projecting the global smart shelves market to reach USD 8.12 billion by 2031, growing at a CAGR of 15.2% from 2024 to 2031. The report identifies key growth drivers such as technological advancements in IoT and AI, expanding applications across retail and warehousing, and favorable government infrastructure policies. Major industry players including Zebra Technologies, SES-imagotag, and Trax Technologies are highlighted as active participants in this expanding sector.LinkedInTransforming Connectivity: Exploring the Smart Shelves Market’s Growth at a 5.4% CAGR from 2025 to 2032A market research report projects the global Smart Shelves market will grow at a compound annual growth rate (CAGR) of 5.4% from 2025 to 2032, driven by IoT, AI, and RFID technologies that enhance retail inventory management. Key industry participants such as Amazon, Walmart, SES-imagotag, and Trax Technology Solutions are actively investing in these solutions to improve operational efficiency and customer engagement. The analysis highlights regional expansion across North America, Europe, and Asia-Pacific, while noting challenges related to high implementation costs and data privacy concerns.Strategic Revenue InsightsSmart Shelf Solutions Market Size, Future Growth and Forecast 2033The global Smart Shelf Solutions market is projected to reach a valuation of USD 8.5 billion by 2033, growing at a compound annual growth rate (CAGR) of 13.2% from 2025 to 2033. This expansion is driven by the increasing adoption of IoT and AI technologies for real-time inventory management, operational efficiency, and enhanced customer experiences in retail and other sectors. Key players such as SES-imagotag, Trax Retail, and Zebra Technologies are leading the competitive landscape through innovation and strategic partnerships.LinkedInTop Smart Shelves Companies & How to Compare Them (2025)Verified Market Reports published a comparative analysis of the smart shelves market, which is projected to grow from USD 1.5 billion in 2024 to USD 4.5 billion by 2033 at a 15.5% CAGR. The report identifies key industry players such as SES-imagotag, Zebra Technologies, and Samsung SDS, outlining evaluation criteria including technology integration, scalability, and data analytics capabilities for prospective buyers.DatainteloSmart Shelf Sensor Market Research Report 2033A market research report projects the global smart shelf sensor market will grow from USD 4.2 billion in 2024 to USD 19.2 billion by 2033, driven by digital transformation and IoT adoption in retail. Key growth factors include the need for real-time inventory monitoring, automation of replenishment processes, and improved supply chain transparency across sectors like pharmaceuticals and food & beverage. The competitive landscape features major technology firms such as Honeywell, Intel, Samsung, and specialized providers like Trax Retail and SES-imagotag.NextmscSmart Furniture Breakthroughs: From Imagination to RealityThis article presents five key innovation trends shaping the smart furniture industry, covering IoT integration, sustainability, augmented reality in retail, multifunctional designs, and health-focused features. Sleep Number Corporation unveiled AI-powered smart beds, Humanscale launched an eco-friendly task chair, SES-imagotag deployed AR shopping technology for a major furniture retailer, Ebarza introduced transforming furniture collections, and Flexsteel released Zecliner recliners designed for sleep and wellness. The article frames these developments as part of a broader industry shift toward intelligent, connected, and sustainable home furnishings.GlobeNewswireEurope Electronic Shelf Label Market Report 2025-2030 | Leading Players Like SES-imagotag and Pricer AB Driving Innovation in Cloud-connected and AI-enhanced ESL SolutionsThe Europe electronic shelf label market is projected to grow from USD 1.03 billion in 2025 to USD 2.36 billion by 2030, a CAGR of 17.88%. Key players like SES-imagotag and Pricer AB are advancing cloud-connected and AI-enhanced ESL solutions, with SES-imagotag expanding its VUSION IoT platform and Pricer AB securing a UK hypermarket contract.LinkedInUnited States Smart Shelves Market: Key HighlightsThe United States smart shelves market, valued at USD 1.5 billion in 2024, is projected to reach USD 4.5 billion by 2033 with a CAGR of 15.5%. Key industry players including SES-imagotag, Zebra Technologies, and Diebold Nixdorf are driving innovation through RFID and AI-powered solutions, while regulatory shifts like the CCPA influence deployment strategies.MaximizemarketresearchSmart Shelves Market Size, Share, Trends and Forecast Analysis (2025-2032)The global smart shelves market, valued at USD 4.39 billion in 2024, is projected to reach USD 26.33 billion by 2032, growing at a CAGR of 25.1%. This expansion is driven by the adoption of IoT sensors, RFID tags, and AI for real-time inventory management and customer engagement, with Europe currently dominating the landscape. Key industry players include SES-imagotag, Pricer AB, Avery Dennison, Samsung Electronics, and Honeywell, who are advancing technologies like electronic shelf labels and computer vision analytics.RoyalresearchIMPLEMENTATION OF SMART SHELF TECHNOLOGY ACROSS TESCO SUPERSTORES IN THE UKTesco PLC is implementing Smart Shelf Technology across 100 of its UK superstores to automate inventory tracking and reduce stockout incidents. The project involves a £12 million capital expenditure with hardware supplied by SES-imagotag and integration services provided by Cognizant, targeting a 30% reduction in out-of-stock events within three months of deployment.