P2ACH AI Enters Final Phase of Retail Vision AI 'RAX' PoC with Japanese Giant FamilyMart

The spatial tech innovator validates on-device shelf monitoring and store DX across FamilyMart's 16,300-store network in Japan to alleviate acute labor shortages

SEOUL P2ACH AI (CEO Lee Dong-yul), a pioneer in computer vision spatial intelligence and retail media analytics, announced on October 27 that its joint on-site proof-of-concept (PoC) for its proprietary retail AI solution, "RAX," with Japanese retail conglomerate FamilyMart is nearing completion ahead of commercial rollout. Operating an expansive network of more than 16,300 convenience stores across Japan, FamilyMart is renowned for rigorous quality control standards and advanced logistics, making this collaboration a definitive milestone validating P2ACH AI's capabilities against top-tier global retail benchmarks.

P2ACH AI's "RAX" is a dedicated retail intelligence platform that analyzes brick-and-mortar store dynamics in real time using advanced computer vision algorithms. The platform automates out-of-stock (OOS) monitoring, streamlines shelf inventory auditing, and optimizes staff floor routines—dramatically reducing the operational burden on store personnel. As Japan’s retail sector confronts structural labor shortages and rising hourly wages, RAX is garnering strong momentum as a critical catalyst for digital transformation (DX) and automated store optimization.

The ongoing PoC focuses on assessing how seamlessly the AI telemetry fits into fast-paced convenience store workflows, diagnosing optimization needs, and driving concrete operational efficiency. Building upon verified technical stability and quantitative gains achieved during the trial, P2ACH AI and FamilyMart are actively discussing plans for an initial phase-one rollout across up to 500 stores starting in the first quarter of 2027, with the long-term objective of expanding deployment nationwide across FamilyMart’s entire chain.

P2ACH AI has established real-time feedback channels with on-site store personnel to calibrate algorithmic detection accuracy and system robustness specifically for Japanese commercial environments. "Conducting a technology PoC with FamilyMart—an iconic cornerstone of Japanese retail with an unrivaled physical footprint—proves our proprietary vision AI technology competes at the highest global caliber," stated Lee Dong-yul, CEO of P2ACH AI. "By successfully completing this rigorous field trial, we will solidify our position as an indispensable AI partner addressing retail labor constraints and supercharging store productivity. We intend to leverage this milestone to broaden our strategic partnership with FamilyMart and aggressively scale our presence in the international retail tech arena."