Pensa Vision AI Shelf Intelligence

Pensa Systems is a Vision AI company headquartered in Austin, Texas, with a European office in The Hague, Netherlands. It provides shelf intelligence and AI workflows for CPG brands, and says it is expanding to all of retail and its supply chain.

The platform identifies items in shelf images, digitally reconstructs the layout, flags what is right or wrong and pinpoints the highest-priority tasks. It turns shelf images into planograms, recommends shelf plan changes per store and audits in-store displays, pricing and signage. A June 2026 partnership with Datalogic brings AI-powered visual capabilities to mobile computers across the retail supply chain. Case studies include a global cereal manufacturer, a US retailer and Johnson & Johnson.

• Item recognition: Vision AI identifies products in shelf images.
• Planogram creation: Digitally reconstructs shelf layouts from images.
• Store-level recommendations: Suggests shelf plan changes per store.
• Execution audits: Checks displays, pricing and signage.
• Task prioritisation: Pinpoints the highest-priority in-store actions.
• Mobile integration: Datalogic partnership brings visual AI to mobile computers.

A Vietnamese FMCG brand could audit shelf share and displays in supermarkets from field photos. A retailer could compare planograms against store shelf images. A distributor could prioritise visits to the stores with the biggest execution gaps.

Brands and retailers get store-level shelf planograms generated from images rather than manual audits. The platform ranks the highest-priority in-store tasks so field teams focus on the most valuable fixes. Audits of displays, pricing and signage help check execution against plan, and mobile computer integration extends coverage.

CPG brands and retailers are looking for automated shelf audits and planogram compliance as manual store visits are costly and slow. In Vietnam, FMCG brands managing thousands of traditional and modern trade outlets could apply image-based shelf auditing, although the vendor lists no regional presence.

Headquartered in Austin, Texas, with a European office in The Hague. June 2026: two new patents on trusted and effective AI at retail, and a Datalogic partnership. Founding year not stated on the fetched page.