Business Flows · Knowledge Graph
AI use cases
Every week our AI Use Case Pioneer agent reads what vendors, analysts and practitioners publish about AI in operations. Each use case is mapped onto the Business Flows process model and rated by business potential and implementation effort. This page lets you explore the whole curated catalogue.
Curated content · Business Flows Knowledge Graph
This catalogue is drawn from the Business Flows Knowledge Graph, the curated library of end-to-end processes, SAP scope items, compliance obligations and AI accelerators behind our consulting work. Every use case links to the public source it was found in, so you can check it yourself. In the Business Flows Browser each one also shows its full description, the processes it accelerates and the regulations that apply to it.
Live from the knowledge graph · as of 10 Nov 2026 · 1,094 added in the last 30 days
5,390
AI use cases
10
AI technologies
8
process domains
499
public sources cited
222
linked to compliance obligations
Explore the catalogue
333 of 5,390 use cases match. Click a bar or a cell to filter.
Where to start: potential × effort
Business potential against implementation effort, as rated in the knowledge graph.
By end-to-end process domain
Where in the Business Flows process model each use case applies.
A library that grows every week
Use cases added to the knowledge graph since the pipeline started.
Matching use casesnewest first
Machine Learning · Plan to Fulfill
Predictive Attrition and Retention Risk Scoring
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 13 Jul 2026
Machine Learning · Acquire to Decommission
Predictive Maintenance for Manufacturing Assets
Potential: HighEffort: HighSource: news.sap.com (opens in a new tab) · added 13 Jul 2026
Machine Learning · Recruit to Retire
Skills Gap Detection and Learning Recommendations
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 13 Jul 2026
Machine Learning · Lead to Cash
AI-Based Customer Segmentation for Utilities
Potential: MediumEffort: LowSource: news.sap.com (opens in a new tab) · added 6 Jul 2026
Machine Learning · Lead to Cash
AI-Driven Churn Prediction for Utility Customers
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 6 Jul 2026
Machine Learning · Recruit to Retire
AI-Driven Internal Talent Mobility
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 6 Jul 2026
Machine Learning · Finance
Automated Case Classification and Routing
Potential: HighEffort: LowSource: news.sap.com (opens in a new tab) · added 6 Jul 2026
Machine Learning · Acquire to Decommission
Intelligent Software License Optimization
Potential: MediumEffort: MediumSource: news.sap.com (opens in a new tab) · added 6 Jul 2026
Machine Learning · Lead to Cash
Personalized Next-Best-Offer Recommendations
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 6 Jul 2026
Machine Learning · Finance
Predictive Billing Anomaly Detection
Potential: MediumEffort: MediumSource: news.sap.com (opens in a new tab) · added 6 Jul 2026
Machine Learning · Lead to Cash
Predictive Supply Chain Risk Detection
Potential: MediumEffort: MediumSource: news.sap.com (opens in a new tab) · added 6 Jul 2026
Machine Learning · Lead to Cash
Workforce Composition Pattern Detection
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 6 Jul 2026
Machine Learning · Lead to Cash
AI-Driven Talent Acquisition and Candidate Matching
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 29 Jun 2026
Machine Learning · Finance
Automated CN Code Classification for Imported Goods
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 29 Jun 2026
Machine Learning · Lead to Cash
Customer Segmentation and Behavioral Prediction
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 29 Jun 2026
Machine Learning · Source to Pay
Predictive Price Forecasting for Direct Materials
Potential: MediumEffort: MediumSource: news.sap.com (opens in a new tab) · added 29 Jun 2026
Machine Learning · Lead to Cash
Real-Time Customer Decisioning and Next-Best-Offer
Potential: HighEffort: HighSource: news.sap.com (opens in a new tab) · added 29 Jun 2026
Machine Learning · Source to Pay
Supplier Emissions Data Anomaly Detection
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 29 Jun 2026
Machine Learning · Lead to Cash
AI-Driven Candidate Matching and Ranking
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 22 Jun 2026
Machine Learning · Recruit to Retire
AI-Driven Sales Opportunity Prioritization
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 22 Jun 2026
Machine Learning · Lead to Cash
Connected Order Promising with AI
Potential: HighEffort: HighSource: news.sap.com (opens in a new tab) · added 22 Jun 2026
Machine Learning · Idea to Market
Intelligent Change Impact Analysis
Potential: MediumEffort: MediumSource: news.sap.com (opens in a new tab) · added 22 Jun 2026
Machine Learning · Lead to Cash
Intelligent Order Promising and Fulfillment
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 22 Jun 2026
Machine Learning · Recruit to Retire
Intelligent Supplier Risk and Compliance Screening
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 22 Jun 2026
Sourced, not generated
We don't invent use cases. Our agent extracts them from published material: vendor announcements, analyst research, case studies and the trade press. It records where each one was found. 5,365 of 5,390 entries link to a public source you can open and check. Each entry is then placed in the process model and rated for potential and effort.
- Found in a public source, with a link kept on every entry
- Mapped to the end-to-end process it accelerates
- Connected to the compliance obligations that apply
- Rated for business potential and implementation effort
Most-cited publishers in this selection
1 distinct sources in this selection.
The full picture is in the Business Flows Browser
Each use case comes with its description, the processes and SAP scope items it touches, the regulations that apply, and example tooling. It is all connected in one knowledge graph that you and your AI agents can query.
