Blue Yonder Launches New Cognitive Solutions and AI-Driven Innovations at ICON 2026

From factory floor to store shelf, new launches close the gap between supply chain planning decisions and execution

DALLAS & SAN DIEGO: Blue Yonder, the AI company for supply chain, today announced new Cognitive Solutions for Space Planning and Production Planning and Scheduling. The company also announced new AI agents, user experience enhancements and updates to its planning, warehouse and commerce solutions at ICON 2026, the company’s annual customer conference. The updates are designed to help customers improve decision-making, automate complex processes, enhance workforce productivity, and respond to disruption with greater speed and precision.

“Every solution and update we are announcing today comes back to the same question. Can the person using this system get to a better decision faster?” said Gurdip Singh, chief product officer, Blue Yonder. “Auditability, scenario modeling, agents that help users act instead of just reporting. These are not just new features. They close the gap between knowing something and doing something about it.”

New Cognitive Solutions for Space Planning and Category Management

Cognitive Solutions for Space Planning and Category Management are now available on the Blue Yonder Platform and AI data cloud, with a single set of data aligning planograms across assortment and allocation, replenishment, warehousing, and transportation. A change on the store shelf will now flow directly into forecasts, ordering and load builds.

With this new capability, built on the Blue Yonder Network, suppliers, store teams and category managers can co-create planograms in real time. This helps them replace email-based collaboration with one planogram, one version of the truth, shared, shaped, and owned by everyone who needs it. On the store floor, associates now have a mobile experience with live planograms and step-by-step guidance, with overnight changes and compliance issues flagged directly on the floor. This gives them AI-assisted insights into inventory changes, ordering details and forecast revisions. New Space Planning capabilities allow retailers to move from cluster-level planogramming and ranging decisions to store-specific decisions grounded in category strategy, commercial priorities, space constraints, and the operational reality of each location, without adding resources or time to achieve the outcome.

New Cognitive Solutions for Production Planning and Scheduling

Blue Yonder launched its new Cognitive Solutions for Production Planning and Scheduling, designed to close the gap between strategic planning and the factory floor. The solutions are designed from the ground up to connect demand-driven supply planning bi-directionally to the factory floor. Planners can generate feasible plans that account for real material and capacity availability and real resource constraints, while minimizing changeovers and maximizing throughput, all done concurrently. Customers gain a visual command of what is happening across production resources, with the ability to model, adjust and optimize before changes filter into expensive mistakes on the floor.

The solution is paired with new capabilities in Blue Yonder's recently released Cognitive Solution for Integrated Business Planning, which surfaces the financial impact of product launch and portfolio rationalization strategies, demand and supply decisions, and sales and marketing plans in one plan, one version of the truth. This provides a concurrent view that tracks the collective impact across the business. Newly added dynamic constraint management capabilities help customers understand the impact of even temporary constraints, such as the unavailability of key components. This includes the impact on the channels, customers and finished goods they serve, in near real-time.

AI Enhancements to Increase Operational Resiliency and Reliability

When a system issue occurs, every minute spent diagnosing it is time the supply chain is operating in the dark. AI-driven risk monitoring, proactive incident management and automated diagnostics help increase the resiliency and reliability of supply chain operations. They alert and guide users to expert advice, helping them avoid disruptions, detect problems earlier and resolve them faster.

Key enhancements include:

• Predictive Incident Management: AI and ML detect anomalies and identify potential system issues before they become incidents.
• Automated Root-Cause Analysis: Links system events and signals to automatically identify the likely source of issues.
• AI-Generated Answers in Search: Provides quick access to the most relevant information, reducing time spent searching across multiple pages and cutting resolution time.
• AI-powered Digital Assistant: Users can ask questions in their natural language and receive clear, precise answers for products, features and common use cases.

New Agents, Enhanced Skills for Existing Agents and UX Enhancements to Enable Agent-Augmented Workforces

Personalized, agentic AI experiences that guide and support teams help businesses close the supply chain talent gap and improve staff efficiency. Customers can now replace fragmented portals with one conversational AI interface across desktop and mobile, in any language, personalized to specific needs. They can quickly and confidently take action with real-time, at-a-glance information. They can improve warehouse staff productivity with a secure mobile user experience and agentic AI that supports daily tasks. And they can improve store planning efficiency with AI-assisted insights into inventory changes, ordering details and forecast revisions.

Key updates include:

• New Skills for the Inventory Ops Agent: An agentic ordering workflow that accelerates supplier order approvals while giving planners clear, explainable insight into how each decision was made.
• A New Workforce Management Knowledge Agent: As part of the Blue Yonder Workforce Management solution deployment, this agent serves as a Blue Yonder expert available to answer questions on the customer’s configured solution and guide solution operators and support personnel.
• Mobile App for Warehouse Managers: A new mobile application for Android and iOS with improved configuration flexibility, scalability and security.
• Blue Yonder UX Enhancements: A new, unified user experience across desktop and mobile devices. Enhancements include custom avatars that carry individual preferences into every AI interaction; a new command bar and citations for at-a-glance supply chain details with full transparency into data sources; and comprehensive localization so global operators can engage with full AI functionality in their native language.

New Planning Capabilities to Improve User Trust in AI Reasoning and Strengthen Auditability and Trust

Supply chain planning decisions face growing scrutiny from regulators, boards and cross-functional teams. Companies need planning systems that can clearly show what changed, who changed it and why. New capabilities in this release give every planner and executive a single source of the truth with advanced audit tracing and explainability.

New and enhanced capabilities include:

• Demand and Supply Insight-Driven Planning: Eliminates black-box planning with AI that explains optimization decisions in plain language. Captures root causes at a more granular level, giving planners visibility into what changed in a forecast, why it changed and how to address it.
• Manufacturing Planning and Execution Audit and Traceability: Maintains a defensible, audit-ready trail of every forecast change, override and approval for regulatory and governance requirements. Provides unified audit logging across all scenario-level changes, distinguishing planner, manager and executive actions with full before-and-after detail.
• Intelligent Tagging: Enhances collaboration across organizational silos so teams understand what needs to be adjusted to meet business plan goals. Captures full update lineage when planners, managers and executives modify the same data, preserving approved corridors, risks and opportunities as corporate memory.
• Blue Yonder Network Supplier Ordering: Based on rules set by users, AI generates purchase orders that balance network constraints, procurement decisions and carrying costs while maintaining or exceeding service levels. Gives planners the ability to automate and monitor SKU availability and optimize inventory quantities, supplier usage and purchase order timing.

New Warehouse Capabilities for Smarter Fulfillment and Lower Automation Costs

Warehouses are managing more SKUs, more automation vendors and higher returns volumes than ever, while labor costs keep rising. These updates turn static warehouse operations into dynamic, real-time orchestration of work, inventory and automation to maximize resource utilization, increase inventory yield and achieve SLAs at the lowest cost.

New and enhanced capabilities include:

• Advanced Slotting: Facilitates fast and efficient fulfillment by proactively ensuring that SKUs with high future demand are positioned in the ideal forward slot locations.
• Automation Extensions: Simplifies and reduces the cost of automation integration, modification and onboarding with a vendor-agnostic transformation layer that unifies automation through one flexible interface.
• Warehouse Returns – Return to Vendor Dispositioning: Orchestrates and simplifies the reverse supply chain with intelligent return-to-vendor capabilities that accelerate credit recovery and reduce revenue leakage. Enables return-to-vendor processing directly within the Warehouse Management Solution, improving operational flexibility across reverse flows.

New Capabilities for Order Management and Returns

The costs of getting fulfillment wrong, whether through a broken delivery promise, an unnecessary return or excess inventory sitting idle, impact margins and customer loyalty directly. New updates make every inventory decision smarter, more proactive and connected across the entire commerce lifecycle. They improve the ability to forecast and meet customer demand while reducing returns volume, which can be a drain on profits.

New and enhanced capabilities include:

• Commits Service: Transforms fulfillment from reactive monitoring to proactive, performance-driven optimization to protect SLAs and reduce escalations. Analyzes delivery accuracy by comparing promised and actual outcomes. Detects performance risks such as throughput drift and backlog buildup, proactively recommends corrective actions for supply chain disruptions, and surfaces partial fulfillment risks to drive sustained fill-rate improvement.
• Fulfillment Sourcing Simulator: Simulates future demand and inventory scenarios to proactively optimize sourcing strategies before execution, not after a miss.
• Online Returns: Delivers personalized, margin-aware return journeys that improve retention and reverse logistics governance. Provides rule-based, personalized return experiences by customer cohort, with new store credit return methods and deeper Blue Yonder Platform integration, including enhanced access controls.

Additional Resource:

• Learn more about Blue Yonder’s latest product release here.

About Blue Yonder

Blue Yonder is the AI company for supply chain. As the world leader in end-to-end digital supply chain transformation, Blue Yonder offers a unified, AI-driven platform and multi-tier network that empowers businesses to operate sustainably, scale profitably, and delight their customers-all at machine speed. A pioneer in applying AI solutions to the most complicated supply chain challenges, Blue Yonder’s modern innovations and unmatched industry expertise help more than 3,000 retailers, manufacturers, and logistics service providers confidently navigate supply chain complexity and disruption. blueyonder.com

“Blue Yonder” is a trademark or registered trademark of Blue Yonder Group, Inc. Any trade, product or service name referenced in this document using the name “Blue Yonder” is a trademark and/or property of Blue Yonder Group, Inc. All other company and product names may be trademarks, registered trademarks or service marks of the companies with which they are associated.

Fonte: Business Wire