Our goal is for our customers to achieve added value with AI solutions. When companies cite factors that prevent them from doing this – for example Complexity in integrationthe Regulatory Compliance, AI sovereignty or Data quality – let’s make it our mission to remove these obstacles.

That’s why in Q4 2025, we introduced new models and offerings for a sovereign cloud, updated numerous products, and announced new and deeper partnerships to enable customers to better use AI. These are described in detail below.

SAP Business AI for business transformation management

The Dashboard Analyzer Agent for SAP Signavio
Beta release

Business process experts using the Dashboard Analyzer Agent can transform SAP Signavio dashboards into intelligent, step-by-step tools. The AI ​​agent independently evaluates complex event logs and metrics to identify inefficient processes, explain the causes and generate actionable recommendations in natural language.

The AI-powered insights are integrated directly into users’ workflows. Companies can access insights from process evaluations up to 80%* faster and significantly reduce the loss of value as a result of inadequate data evaluation.

Further information can be found here.

The Screen Guide Agent for SAP Signavio
Beta release

Users and process analysts can use the Screen Guide Agent to accelerate the implementation of SAP Signavio and familiarize themselves with the platform more quickly. The AI ​​agent provides dynamic on-screen guidance and explains the purpose of various functions, highlights particularly relevant data, and makes recommendations on next steps in natural language.

By transforming complex screens into intuitive experiences, companies can reduce the cost of onboarding new users by up to 50%* and reduce the time it takes to understand a page by up to 30%*. This allows users of all skill levels to work more efficiently and productively.

Further information can be found here.

The Workspace Administration Agent for SAP Signavio
Beta release

Workspace administrators and managers can now significantly simplify and accelerate user onboarding into SAP Signavio with the Workspace Administration Agent. The AI ​​agent automates the mass creation of users, assigning the correct roles and licenses, and promptly granting access rights to the required dashboards and shared workspaces.

By implementing this tool, companies can reduce the time it takes to provision access permissions by up to 90%*, ensuring new team members can be productive immediately.

Further information can be found here.

The Value Case Creation Agent for SAP Signavio
Beta release

Employees responsible for process improvements and business analysts can use the Value Case Creation Agent to transform raw process analysis data into compelling, data-driven business cases. The AI ​​agent automatically identifies inefficient operations, quantifies the potential financial impact, and generates draft value representations that can be edited and summarize the problem and expected benefits.

This allows companies to better justify their transformation initiatives. In this way, they can reduce the time required to demonstrate value potential by up to 70%* and mitigate the loss of value that would occur if no action is taken. This helps ensure that improvement efforts are prioritized based on a clear ROI.

Further information can be found here.

The Process Content Recommender Agent for SAP Signavio
Beta release

Enterprise architects and process managers receive intelligent assistance with questions about specific processes in SAP Signavio with the Process Content Recommender Agent. The agent evaluates many thousands of best practices from both SAP models and internal custom models and provides a structured, prioritized list of tailored content, including relevant metrics and value accelerators.

With this capability, companies can speed up content discovery by up to 50%* and enable their business process management teams to be more productive so they can make data-driven decisions on their transformation initiatives faster.

Further information can be found here.

AI-powered description of insights in SAP Signavio Process Transformation Manager
General availability

Analysts working with SAP Signavio Process Transformation Manager can collaborate more effectively and make decisions faster with this new integrated feature. The function automatically generates clear, consistent and user-friendly descriptions of insights from SAP Signavio Process Intelligence.

Analysts can use this to significantly reduce their manual effort by converting complex metamodel terms into easy-to-understand language, thereby improving readability and alignment with stakeholders. This can reduce the time spent translating metamodel terms by up to 80%* while increasing user productivity by up to 5%*.

AI-powered description of insights

Further information can be found here.

The initiative builder for AI-supported transformation consulting in SAP Signavio solutions
General availability

Transformation managers can now use the Initiative Builder in SAP Signavio solutions to convert general business documents into concrete, actionable projects. Users can load strategic reports, annual reports, or financial reports into Initiative Builder to automatically extract key challenges and instantly convert them into predefined initiatives in SAP Signavio Process Transformation Manager.

This ensures that transformation measures are directly aligned with the company’s goals. This enables significantly greater efficiency by reducing the manual effort required to find relevant insights by up to 75%* and accelerating the overall execution of initiatives.

Further information can be found here.

The AI ​​Agent Hub for SAP LeanIX
General availability

With the AI ​​Agent Hub, CIOs and executives immediately receive an overview of their entire landscape of AI agents. Using a central dashboard, you can get an idea of ​​in which areas agents have been implemented, which processes they interact with and what results are achieved.

This allows teams to evaluate the effectiveness of AI agents, uncover redundancies, and manage AI solutions in the same way as other enterprise assets: results-driven, policy-driven, and with ongoing performance optimization.

Further information can be found here.

Action bar for SAP Joule in WalkMe
Release as part of the SAP Early Adopter Care program

Employees using different company systems have access to the Joule Action Bar, a proactive AI assistant based on WalkMe. The intelligent overlay can be used seamlessly in SAP and third-party applications. By analyzing screen context, it can understand users’ activities and provide real-time insights or recommend subsequent actions directly in the workflow.

The Action Bar provides a consistent and intuitive AI user interface. By anticipating user needs, it enables faster and more efficient work, improves the user experience and harmonizes tasks across systems.

Further information can be found here.

Philipp Herzig is CTO of SAP SE.

*Disclaimer: This article describes the expected benefits for companies. All calculations are estimates based on SAP customer case studies, SAP benchmarks and other research. Actual benefits may vary and may be affected by additional factors not considered in this article. The information is provided without warranty of any kind, either express or implied. SAP assumes no responsibility for any damages associated with the use of this article. On the side https://www.sap.com/legal-notice Please see “Legal Notice” for the terms of use, disclaimers, mandatory disclosures and restrictions applicable to this material.