Everseen
Everseen is a vision AI software for retail loss prevention and store operations.
Analyst Perspective
Everseen is an Irish enterprise software company that provides computer vision and analytics products for physical retail environments. Its platform ingests in-store video and operational data to help large retailers reduce checkout loss, detect shrink-related behaviour, improve queue management, optimise staffing and extend visibility into supply chain and inventory processes. The company sells primarily to enterprise retailers and their operations, loss prevention and store technology teams. It makes money through recurring enterprise software contracts for its Vision AI platform and applications such as Evercheck, Evershelf, Evereagle and Everact, with pricing likely scaled by store estate, checkout lanes, camera endpoints or deployed use cases.
Analyst Signal Briefing
Updated: 29 Jun 2026Everseen has launched Everact, an agentic AI platform designed to facilitate conversational retail intelligence. Alongside this product expansion, the company has restructured its senior leadership team, appointing Tamri Gupta as Chief of Staff, Vikas Desai as Head of India Operations, and Declan Tarrant as VP of Engineering. These appointments, reflected in updated board oversight, support the firm's focus on scaling its engineering capabilities and operational footprint within the retail technology sector.
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Key insights about Everseen
Category Differentiation
Everseen is not an adtech, martech or media analytics vendor. It is an enterprise retail computer vision software provider focused on physical store operations, shrink reduction and checkout intelligence.
Everseen: About
Everseen operates a B2B enterprise software model centred on a proprietary vision AI platform for retailers. It creates value by combining video, transaction and operational data into real-time retail intelligence, then packaging that capability into modular applications for checkout monitoring, shelf protection, queue analytics and frontline decision support. The model supports land-and-expand growth: initial deployment around a high-ROI use case such as self-checkout loss prevention can expand into broader store and supply chain workflows.
How Everseen Works & Monetises
Business model analysis and core revenue streams
Everseen uses a SaaS-based enterprise pricing model with recurring subscription or contracted platform fees. Commercial value is tied to measurable outcomes such as shrink reduction, fraud detection, operational efficiency and margin improvement. Contracts are likely structured around deployment scale, including numbers of stores, self-checkout lanes, staffed lanes, camera endpoints or enabled applications, with further upsell from adding new modules across the same retail estate.
Revenue Channels
Products & Services in Categories
Verified structural categorizations from the graph
Technology
Recent Signals (Everseen)
Everseen leadership changes: Tamri Gupta appointed Chief of Staff, Vikas Desai as Head of India Operations, Declan Tarrant as VP of Engineering
John Lionato (Chief of Strategy and Staff) replaced by Tamri Gupta (Chief of Staff); Kevin O'Leary (SVP of Engineering and Head of Product Management) replaced by Vikas Desai (VP – Head of India Operations); Clayton Mascarenhas (SVP of Global Operations) replaced by Declan Tarrant (VP of Engineering).
Read original sourceEverseen Unveils Everact: The First Agentic AI Platform for Conversational Retail Intelligence
Everseen has launched Everact, a new AI platform designed for conversational retail intelligence.
Read original sourceEverseen Leadership and Board of Directors Updated
The current version of the Everseen About page includes detailed information about the company's leadership team and board of directors, highlighting key executives and their backgrounds, which were not present in the previous version.
Read original sourceEverseen: Frequently Asked Questions
What is Everseen?
Everseen is an enterprise retail vision AI software company that uses video and operational data to reduce loss and improve store performance.
Who uses Everseen?
Its users are primarily large retailers and their loss prevention, store operations, checkout and retail technology teams.
How does Everseen make money?
It earns revenue from recurring enterprise software contracts for its platform and retail AI applications, typically priced by deployment scale and use case.
Company Facts
- Founded
- 2007
- Headquarters
- 4th Floor, The Atrium, Blackpool, Co. Cork, Ireland
- Core Segment
- B2B SaaS Provider
- Company Size
- 1,001–5,000
- Official Link
- everseen.com