GreyOrange :: Physical AI & Multi-Agent Orchestration for Modern Commerce Operation

GreyOrange is a global leader in Physical AI and multi-agent orchestration for modern commerce operations. Founded with a focus on intelligent automation, the company has evolved into a comprehensive platform provider that unifies warehouses, stores, and supply chains into a single intelligent execution layer. GreyOrange’s flagship offering, Commerce One, integrates its core products — GreyMatter (warehouse), gStore (in-store), and gNetwork (supply chain) — to deliver real-time optimization across entire commerce networks. The company powers some of the world’s largest and most complex operations, with over 100,000 active physical agents (robots and systems) deployed across 3,000+ sites and processing more than $1 billion in inventory value per month.

GreyOrange stands out for its vendor-agnostic, heterogeneous fleet approach. Unlike traditional automation vendors tied to specific hardware, GreyOrange’s AI platform orchestrates robots from multiple manufacturers alongside human workers and legacy systems. This flexibility allows rapid scaling and continuous optimization using real-world data.

Key Robot-Based and Automation Solutions:

• GreyMatter: The warehouse orchestration engine. It coordinates thousands of robots (AMRs, AS/RS shuttles, robotic arms, etc.) with people and fixed automation. It delivers up to 2-4x warehouse productivity gains and 45% lower fulfillment cost per unit by making over 1 million optimizations per minute. GreyMatter powers goods-to-person, person-to-goods, and zero-walk automation models.
• Autonomous Mobile Robots (AMRs): GreyOrange deploys and orchestrates large heterogeneous fleets of AMRs for transport, picking support, and dynamic material movement. Notable deployments include one of the world’s largest pallet-moving AMR installations (Sodimac) and high-density fulfillment systems for major fashion and retail brands.
• Robotic Picking & Handling Systems: Advanced robotic arms integrated into GreyMatter for automated case picking, put-away, and sortation, handling high SKU variability with AI-driven decisioning.
• gStore Platform: In-store automation using RFID, mobile robots, and AI to achieve near-perfect inventory accuracy (up to 98–99%), automatic replenishment, and real-time shopper insights, driving measurable sales lifts (e.g., 20% at Fabletics).

GreyOrange’s strength lies in its real-world AI approach — using massive operational datasets to continuously improve performance. The platform supports multi-brand robot fleets, integrates with existing WMS/ERP systems, and delivers tangible ROI through higher productivity, lower labor dependency, and better customer experiences. The company continues to expand globally while deepening its AI capabilities for end-to-end commerce orchestration.