Claryo, Inc.

Technology is transforming #industrial operations faster than many organizations have redesigned work to absorb it. The World Economic Forum’s Human-Machine Collaboration in Industrial Operations: Activation Playbook, produced in collaboration with Accenture, explores how #manufacturers and supply chain leaders can close the gap between technology deployment and workforce readiness. The report shows how intelligent operations are redistributing work between humans and machines, with machines taking on tasks requiring speed, scale and pattern recognition, while people focus on judgement, accountability and exception handling. It sets out practical guidance for redesigning workflows, building trust and preparing workers, enterprises and ecosystems for the next era of industrial operations. Read the full report here: https://lnkd.in/efZNyViw #InnovateScaleImpact #AMNC26

We are proud to be featured in the World Economic Forum's latest report on Human-Machine Collaboration in Industrial Operations. The future of AI is not human versus machine. It is AI operating in real-time, incorporating human judgment where it matters most. As logistics operations become more autonomous, AI systems need to sense, predict and execute in real time. But the most important decisions still depend on frontline teams: setting intent, defining boundaries, resolving exceptions and deciding what the system should optimize for. That principle is embedded at the core of Claryo’s AI agents: human judgment becomes more powerful when its impact is visible. A frontline decision is not just a task completed. It is a bottleneck cleared before it compounds. An exception escalated at the right threshold. A team redeployed before unit economics come under pressure. An AI recommendation challenged because physical reality tells a different story. These judgments shape performance. Claryo helps make the feedback loop between worker action and system performance visible, measurable, and financially legible. When people can see how their expertise changes outcomes, adoption becomes practical, trust becomes operational and AI becomes part of how work improves every day. Access the report here: https://lnkd.in/grsjv3HN #WEF #HumanMachineCollaboration #FutureOfWork #IntelligentOperations #Manufacturing #Logistics #WarehouseAI

We are proud to see Claryo highlighted in the World Economic Forum’s AI-First Operating System report. In logistics operations, value is often lost in the gap between what happens on the floor and what the business can financially see. A bottleneck appears operational. Idle inventory appears physical. Labour redeployment appears tactical. But each of those moments has a P&L consequence. By connecting AI driven workflows, live operational signals, and financial impact, Claryo turns operational performance into daily P&L and square-foot economics. That changes more than the workflow. It changes the business model. AI becomes less abstract and agentic platforms can scale into meaningful operational P&L. The AI-first question is no longer only: where can we automate? It is: what new value becomes possible when AI Agents are embedded into how the business operates? Read the report here: https://lnkd.in/egQ5hdyg #WEF #AIGA #AMNC26 #AIFirst #BusinessModelInnovation

AI in industrial operations is reaching a significant adoption milestone. The World Economic Forum released a new report on Intelligent Industrial Operations Outlook 2026, which examines how Generative AI, Physical AI, and human-machine collaboration are transforming warehouses. The AI opportunity extends beyond automation, with operations that can observe, understand, and adapt in context. This highlights the work we are doing at Claryo, Inc. I am proud to have contributed to the report alongside brilliant collaborators. The report: https://lnkd.in/gevzcdea #WEF #NextFrontierofOperations #IntelligentIndustrialOperationsOutlook2026 Devendra Jain Kiva Allgood

Physical AI will scale when environments can finally be understood, so AI agents can do real work in real industries. Most conversations about Physical AI focus on the agent: the model, the robot, the policy. At Claryo, we believe the missing layer is the environment. Intelligence in the physical world requires more than modeling the agent. It requires modeling the space the agent operates in, spatially, operationally, and over time. That foundational layer gives AI more than visibility into what exists. It gives AI an understanding of how work actually happens. The recipe for Physical AI is Data × Workflows × AI. Data captures what is happening. Workflows give it operational meaning. AI turns it into understanding, recommendations, and action. Together, these ingredients compound into something bigger: a warehouse world model, a living representation of the facility, its state, constraints, flows, rates, exceptions, and operational dynamics. The warehouse world model becomes the foundation for the AI warehouse operator: agents that can understand operations, recommend decisions, and act in the environment through people, systems, equipment, and robots. This is what we are building at Claryo. Today, Claryo’s AI agents are operating in warehouses ranging from 600,000 to 1 million square feet, supporting customers who manage some of the largest logistics operations in the world, while capturing terabytes of data. And we are just getting started. Join us on this exciting journey. https://lnkd.in/gFaR6bY9

We’re honored that Claryo is featured in the latest World Economic Forum report exploring how leading organizations leverage AI to transform operations and scale AI across the enterprise. Warehouses are one of the most complex operational environments in modern supply chains. Every site has its own layouts, workflows, constraints, and operational rhythms making transformation difficult with traditional software alone. At Claryo, we apply Spatial Generative AI to transform warehouse operations by embedding intelligence directly into daily execution. AI in the warehouse isn’t about replacing operators. It’s about augmenting frontline teams and unlocking new levels of operational efficiency and scalability. The result is tangible ROI: higher throughput, better resource utilization, less idle time, and more resilient operations, while keeping humans firmly in control of decision-making and oversight. Excited to continue building the future of AI-driven warehouse operations with our customers. #AI #AIGA #WEF #SupplyChain #Warehouse #Operations #Logistics Read the full report here: wef.ch/organizationsAI26 

#AI delivers results, but the real advantage comes when it reshapes how #work gets done and decisions are made. This latest World Economic Forum report, Organizational Transformation in the Age of AI: How Organizations Maximize AI’s Potential, produced in collaboration with Accenture, explores the #organizational shifts required to scale AI successfully. From redefining human-machine collaboration to establishing clear accountability and trust, the report outlines the ways organizations can turn AI into a sustained enterprise advantage. Read it in full here: https://lnkd.in/e_k6ywip

About a year ago, I was selected to join the World Economic Forum Technology Pioneers community. Since then, I’ve had the opportunity to contribute to several initiatives across the WEF ecosystem, including work with the Centre for AI Operations (Jill Hoang), the Centre for Advanced Manufacturing and Supply Chains (Devendra Jain), and the Centre for AI Excellence (Abhishek Balakrishnan). Honored to have contributed insights to the latest World Economic Forum report “Organizational Transformation in the Age of AI: How Organizations Maximize AI’s Potential.” #WEF #AIGA. The report features Claryo, Inc. in one of the case studies. Across industries, organizations can now point to measurable gains from AI adoption. Organizations that succeed at scaling AI keep humans firmly in the lead. They redesign operating models around end-to-end outcomes, At Claryo, we see this consistently with our customers. The organizations that scale AI successfully treat it not as isolated tools, but as capabilities embedded into daily operations, empowering frontline teams, and unlocking operational upside. The link to the full report is in the first comment.

We’re growing our engineering team Claryo, Inc.! We’re looking for a Senior Software Engineer –Full Stack, Video Platform to own and scale the core video platform that powers our deeply technical product at the intersection of AI + warehousing & logistics. If you love working across the stack and solving hard video problems, we’d love to meet you! https://lnkd.in/gmPcVgyc #hiring #fullstack #warehousing #ai #videoplatform

🚀 We’re #hiring a Senior Backend Software Engineer Claryo, Inc.! Do you love building production APIs, scaling databases and cloud systems, and want to work on AI-driven logistics tech that’s reshaping how warehouses operate. We’re a fast-growing team tackling some of the most complex data + automation challenges in the logistics world. Reach out if you or someone in your network may be a great fit! https://lnkd.in/gE2V-pfy 📍 SF or NYC