Enterprise software providers are moving past single-task AI assistants toward systems that can coordinate work across finance, supply chain, maintenance and employee-service processes. The potential payoff is less manual handoff work, but the operational challenge is equally clear: organizations need to know which agents can access business data, what they are allowed to do and how decisions can be traced.
SAP SE (NYSE: SAP) says its third-quarter AI releases expand the Joule portfolio of assistants and specialized agents intended to connect business workflows. The company reported that 45,000 cloud customers use its AI solutions and said the new capabilities cover a range of business applications, including billing, supply-chain planning, maintenance, logistics, manufacturing and HR service.
At the center of the strategy is Joule Work, a user interface in which employees describe an intended outcome, receive relevant information and take action across connected systems. SAP said Joule Work can select a Joule Assistant for a task, while those assistants coordinate specialized Joule Agents using business context and data. The company said the agents operate within established authorizations and maintain audit trails; the customer still needs to define the policies, identity controls and review steps that make those limits meaningful.
The examples SAP provided show how the approach is meant to work in practice. A Billing Assistant can help create invoices, identify anomalies and resolve posting errors. A Supply Chain Planning Assistant can detect shortages, assess tradeoffs between service levels and inventory investment, and coordinate a response. The Asset Operations Assistant is designed to turn equipment signals into prioritized maintenance actions. SAP has described the benefits of these tools in terms of reduced manual effort, faster decisions and more resilient operations, rather than providing an independent performance study across deployments.
SAP also expanded its build-and-govern story through Joule Studio. The company said customers can use browser-based and pro-code options to create custom agents, extend standard agents with their own instructions, test and version them, and deploy them. Its agent builder targets more flexible, multi-step work that can invoke APIs and work with documents, while a skill builder is intended for reusable, predictable operations such as retrieving data or executing a transaction.
For IT leaders, the governance layer may be as important as the agents themselves. SAP AI Agent Hub is intended to provide a central inventory of SAP and non-SAP agents. SAP said the hub can help organizations track and govern their growing portfolio, while tools such as Signavio agent mining and the Process Consulting Agent are meant to identify business processes that could benefit from agentic AI. Inventory alone does not establish control, however; organizations will need to apply their own security review, segregation-of-duties rules, monitoring and change management.
General availability for Joule Work and Joule Studio is underway in a phased approach, SAP said. That wording is significant for technology buyers: specific functions, regions and commercial terms may vary, and a production plan should be based on the availability and contractual details applicable to each customer. SAP said the agent builder will be free through December 2026 before becoming a premium AI feature, while the skill builder is a base AI feature.
The broader shift is away from legacy business automation that relies on isolated workflows and manual integration between applications. SAP is positioning Joule as a coordination layer that can combine business context, specialized agents and governed execution across its application estate. Whether that reduces administrative burden in a given enterprise will depend on the quality of its process data and controls, but the strategy raises the competitive pressure on established ERP platforms to make automation more adaptive without making accountability less clear.