GrocerIQ Holdings Completes Core Physical AI Platform Architecture, Moves Toward Live Deployments

GrocerIQ Holdings, Inc. (OTC: GRIQ), a developer of Physical AI (PAI) infrastructure for real-world commerce, has announced the completion of its core platform architecture, a milestone that positions the company to move toward initial live deployments. The platform is designed to enable physical businesses, such as grocery stores and foodservice operators, to automatically monitor operations, make intelligent decisions in real time, and act on those decisions without relying on manual processes. This has the potential to improve efficiency, reduce waste, and optimize ordering, stocking, and distribution.

The completed architecture includes a fully developed data capture layer, an edge AI processing engine, a hybrid decision engine, and an execution framework capable of interfacing with supplier and logistics systems. Unlike traditional software platforms that rely on static data and manual workflows, GrocerIQ’s system is built on a closed-loop architecture that operates continuously in real-world conditions. The platform follows a “See, Think, Act” model, capturing live data, applying AI-driven decisioning, and enabling execution through integrated workflows, effectively bridging the gap between digital intelligence and physical operations.

The platform is designed with a roadmap toward increasing levels of autonomy over time, where decisioning can become progressively more automated as the system learns from real-world operating data. This evolution is intended to enable faster, more consistent, and more intelligent decision-making across complex physical environments. The system also includes auditability and operational control as core features, with each decision traceable to specific inputs, rule sets, and model outputs, supporting operational reliability and enterprise-level accountability.

“This milestone represents a foundational step in positioning GrocerIQ at the forefront of Physical AI (PAI) in commerce,” said James Ponce, President of GrocerIQ. “With the core architecture now complete, we are entering the deployment phase and look forward to demonstrating the platform’s ability to drive real-time, data-driven decisioning in live operating environments.”

GrocerIQ’s platform is designed to support deployment across a wide range of environments, including grocery, restaurant, and institutional foodservice, with a modular architecture that enables scalable and repeatable rollout across multiple locations. The company, which trades on the OTC under the ticker GRIQ, is an emerging Physical AI infrastructure company focused on transforming real-world commerce through intelligent automation. GrocerIQ is developing a next-generation platform that integrates Vision AI, edge computing, and sensor-driven systems to power autonomous operations across micro-grocery environments and small-format retail.

Through strategic partnerships and joint development initiatives, GrocerIQ is advancing patent-pending technologies designed to optimize inventory, streamline fulfillment, and enable real-time decision-making at the edge. The company’s platform is being built to support scalable deployment across retail, logistics, and food supply ecosystems. This announcement underscores the growing importance of Physical AI in automating physical commerce, potentially setting the stage for broader industry adoption as GrocerIQ moves from development to deployment.