Kyndryl has launched AI Orchestration for Business, aimed at companies seeking to scale AI across operations.
The launch focuses on retail, consumer packaged goods, travel and transportation, where businesses are using AI to improve customer service, fulfilment and operational response. Many organisations, however, remain stuck at the pilot stage rather than moving AI into day-to-day workflows.
Research cited by Kyndryl found that 63% of enterprises said most AI projects stall at the proof-of-concept phase, while 68% said they have more pilots than they can scale. This points to a gap between investment in AI systems and the practical work of integrating them into established business processes.
The offering sits within Kyndryl's Agentic AI Framework and is designed to coordinate AI agents used across different parts of a business, including supply chains, commerce, finance, IT and customer operations.
According to Kyndryl, the system brings together enterprise data, operational events and AI agents so staff can receive alerts, suggested actions and automated workflows linked to specific roles. It is intended to support frontline teams and managers by flagging issues before they affect customers or revenue.
Operational focus
Kyndryl outlined several uses for the system across store and enterprise operations. These include linking supply chain, pricing, promotions and customer engagement in what it calls agentic commerce, as well as monitoring supply risks, identifying affected stock keeping units and assessing financial exposure in real time.
The product can also direct alerts and recommended actions to relevant roles, such as demand planners, supply chain leaders and pricing teams. Another feature is policy-based execution, which embeds operational, regulatory and business rules into workflows and provides visibility into how decisions are made and carried out.
For companies facing disruption in supply and fulfilment, the appeal is a more joined-up view of inventory, pricing and customer commitments. That is particularly relevant in sectors where delays or stock shortages can quickly affect sales and customer loyalty.
Retailers and consumer goods groups have been among the most active users of AI for forecasting, pricing and customer engagement, but many still run those systems in isolation. Travel and transport operators face similar challenges as they try to manage fluctuating demand, service interruptions and customer communications across multiple systems.
Kyndryl said the product is cloud- and large language model-agnostic, meaning customers can use it across different technical environments rather than being tied to one model provider or cloud platform. The system also integrates with existing enterprise platforms and can be used with or without managed services tools.
Consulting role
Kyndryl Consult, the company's advisory arm, will work with customers to design, deploy and run the new system. That work will draw on Kyndryl's broader experience in hybrid cloud, on-premises and edge environments, which remain common in large enterprises with complex legacy technology estates.
This matters because AI adoption in large organisations often depends less on the model itself than on whether it can connect to older applications, transactional systems and operational controls. Businesses in sectors such as retail and transport tend to rely on a mix of modern cloud software and long-standing back-end infrastructure, making orchestration and oversight a practical concern.
Kyndryl has also been building workflow libraries and industry-specific AI architectures intended to help standardise deployments. It linked that work to efforts to unlock data held in legacy systems, including mainframe and distributed environments, and to adapt applications to support agent-based workflows.
Rachel Calhoun, Vice President of Global Retail, CPG, and Travel and Transportation at Kyndryl, said the launch is intended to address a common weakness in corporate AI programmes. "Enterprises are moving fast to embrace AI, but most are stuck in isolated pilots that don't change or improve their daily operations," Calhoun said.
She described the product as a way to organise AI activity across separate functions while keeping human oversight in place. "Kyndryl AI Orchestration for Business helps companies bring order and clarity to AI complexity, coordinating how AI agents act across business functions, with clear guardrails and human oversight. That means fewer disruptions, faster decisions and the ability to protect and grow revenue and customer loyalty as AI becomes part of how the business runs," Calhoun said.