Trigo

Trigo develops a computer vision and AI platform for fully or partially automated retail operations, enabling checkout-free shopping without facial recognition or biometric tracking. The system uses ceiling-mounted multi-camera arrays to track customer movements through store spaces, recognize products as they are picked from shelves or placed in baskets, and automate checkout entirely by identifying what customers take. Unlike Amazon Go (which shut down most locations in 2024), Trigo's approach is retrofit-compatible: it augments existing store infrastructure rather than requiring purpose-built facilities, making deployment significantly faster and cheaper for established retail chains. The company explicitly avoids facial recognition, instead tracking shopper journeys through item-level interactions, which has enabled broader regulatory acceptance in Europe and other markets concerned with biometric privacy.

Commercial traction is substantial and accelerating. Trigo has deployed live installations across Tesco (UK), REWE and Netto (Germany), Aldi Nord (Netherlands), Shufersal (Israel), and Wakefern (United States), spanning hybrid (customer-staffed checkout alongside autonomous aisles) and fully autonomous store formats. The company raised $60M in Series B (2021), an additional $10M in 2021, and a $100M Series C (October 2022), bringing total disclosed funding to approximately $200M. Major retail partners—including Tesco, which trialed with Trigo and now operates multiple GetGo locations—serve as both customers and strategic investors, validating product-market fit in the competitive retail technology space.

The technology foundation centers on multi-camera computer vision for object and person tracking, real-time product recognition using AI training on retail inventory, and edge-computing inventory management. Trigo's system operates without requiring RFID tags, mobile scanning, or checkout scanning, reducing friction and cost compared to alternatives. Loss prevention and anomaly detection are core capabilities, helping retailers combat shrinkage—a persistent retail problem worth billions annually.

Dual-use applicability is substantive and specific. The computer vision architecture that tracks people and products through complex retail environments maps directly to military and defense logistics use cases: automated inventory tracking in supply depots and forward operating bases, access control and anomaly monitoring in secure facilities, inventory automation at ammunition or equipment storage points, and real-time situational awareness in military warehousing without manual tallying. Unlike purely commercial retail technology, logistics and supply-chain tracking in defense settings faces less public resistance and higher budget availability. The same multi-camera approach, product-recognition algorithms, and real-time inventory systems can be adapted for tracked items (ammunition, parts, fuel, equipment) with minimal architectural change. Trigo's existing retrofit-compatible approach is particularly relevant for defense, as it can be deployed in legacy military facilities and depots without facility redesign.

Competitive positioning against Amazon Just Walk Out Technology (JWO) is now favorable after Amazon scaled back its own retail locations in 2024, leaving Trigo as one of the only proven, deployable autonomous checkout solutions globally. AiFi, Grabango, and traditional shelf-analytics vendors (such as Trax) remain competitors, but Trigo's established retail partnerships and European deployment footprint give it both customer base advantage and operating experience in data-privacy-sensitive markets.

Risks include retail technology spending cycles and uncertainty about long-term autonomous checkout adoption, as well as the substantial engineering and integration effort required for each new retail deployment, which limits scalability velocity. Defense applications require specialized adaptation and would likely involve significant sales cycles and regulatory navigation. Strategic dependence on Israeli tech exports and potential future regulatory restriction of Israeli technology in Western markets also presents a longer-term consideration for strategic readers.