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
2,494 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 AI technology
The technology that powers each use case.
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
Computer Vision · Plan to Fulfill
Battery Cell Inspection for EV Manufacturing
Potential: HighEffort: MediumSource: futuremarketinsights.com (opens in a new tab) · added 14 Sept 2026
Machine Learning · Finance
Cash Flow Forecasting with Foundation Models
Potential: HighEffort: MediumSource: salesforce.com (opens in a new tab) · added 14 Sept 2026
LLM · Lead to Cash
Contextual Employee Assistant in Collaboration Platform
Potential: HighEffort: MediumSource: salesforce.com (opens in a new tab) · added 14 Sept 2026
LLM · Lead to Cash
Customer Data Anonymization for Sales Analytics
Potential: HighEffort: MediumSource: aws.amazon.com (opens in a new tab) · added 14 Sept 2026
Computer Vision · Plan to Fulfill
Edge-Based Machine Vision for Defect Detection
Potential: HighEffort: MediumSource: factmr.com (opens in a new tab) · added 14 Sept 2026
LLM · Lead to Cash
Employee PII Protection in HR Processes
Potential: HighEffort: MediumSource: aws.amazon.com (opens in a new tab) · added 14 Sept 2026
Machine Learning · Governance
Fraud Detection and Anomaly Monitoring in Finance
Potential: HighEffort: MediumSource: arvato-systems.com (opens in a new tab) · added 14 Sept 2026
LLM · Lead to Cash
Full Codebase Analysis for Incident Resolution
Potential: HighEffort: MediumSource: aws.amazon.com (opens in a new tab) · added 14 Sept 2026
LLM · Lead to Cash
Generative AI Customer Service Agent
Potential: HighEffort: MediumSource: sobot.io (opens in a new tab) · added 14 Sept 2026
Machine Learning · Lead to Cash
Generative AI Product Recommendations for Retail
Potential: HighEffort: MediumSource: intellias.com (opens in a new tab) · added 14 Sept 2026
LLM · Lead to Cash
Integrated Enterprise AI Assistant for Employee Self-Service
Potential: HighEffort: MediumSource: cio.com (opens in a new tab) · added 14 Sept 2026
Machine Learning · Acquire to Decommission
Intelligent Store Inventory Visibility
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 14 Sept 2026
Machine Learning · Lead to Cash
Intelligent Workforce Scheduling Optimization
Potential: HighEffort: MediumSource: fortune.com (opens in a new tab) · added 14 Sept 2026
LLM · Finance
Long-Context Contract Analysis and Risk Review
Potential: HighEffort: MediumSource: aws.amazon.com (opens in a new tab) · added 14 Sept 2026
LLM + Analytics · Lead to Cash
Personalized Commerce Merchandising Agent
Potential: HighEffort: MediumSource: salesforce.com (opens in a new tab) · added 14 Sept 2026
LLM · Finance
PII Redaction in Supplier Onboarding Documents
Potential: HighEffort: MediumSource: aws.amazon.com (opens in a new tab) · added 14 Sept 2026
Machine Learning · Recruit to Retire
Predictive Employee Attrition Analytics
Potential: HighEffort: MediumSource: hrmoutlook.com (opens in a new tab) · added 14 Sept 2026
Machine Learning · Lead to Cash
Predictive Maintenance on Edge Industrial PCs
Potential: HighEffort: MediumSource: factmr.com (opens in a new tab) · added 14 Sept 2026
Machine Learning · Lead to Cash
Predictive Maintenance via Time Series Anomaly Detection
Potential: HighEffort: MediumSource: salesforce.com (opens in a new tab) · added 14 Sept 2026
Machine Learning · Lead to Cash
Predictive Service Issue Detection
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 14 Sept 2026
LLM + Analytics · Governance
Process Content Recommender for Modeling Reuse
Potential: HighEffort: MediumSource: processexcellencenetwork.com (opens in a new tab) · added 14 Sept 2026
Machine Learning · Lead to Cash
Process Intelligence-Driven Order Cycle Optimization
Potential: HighEffort: MediumSource: processexcellencenetwork.com (opens in a new tab) · added 14 Sept 2026
Machine Learning · Recruit to Retire
Retail Sales Forecasting for Replenishment
Potential: HighEffort: MediumSource: salesforce.com (opens in a new tab) · added 14 Sept 2026
Machine Learning · Recruit to Retire
Skills-First Talent Matching and Development
Potential: HighEffort: MediumSource: blog.workday.com (opens in a new tab) · added 14 Sept 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
391 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.
