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 11 Nov 2026 · 883 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
LLM + Analytics · Plan to Fulfill
GenAI Summary of Forecast Runs for Planners
Potential: HighEffort: MediumCompliance-relevantSource: news.sap.com (opens in a new tab) · added 25 Mar 2026
IDP · Plan to Fulfill
AI Extraction and Matching of Quality Certificates
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 24 Mar 2026
LLM + Analytics · Plan to Fulfill
AI-Driven Invoice Exception Root Cause Triage
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 24 Mar 2026
Machine Learning · Lead to Cash
Automated Payment Advice Extraction and Clearing
Potential: HighEffort: MediumCompliance-relevantSource: help.sap.com (opens in a new tab) · added 23 Mar 2026
LLM · Finance
Contract Review Summaries with Approval Actions
Potential: HighEffort: MediumSource: help.sap.com (opens in a new tab) · added 23 Mar 2026
LLM + Analytics · Lead to Cash
Incident Solution Matching for Faster Resolution
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 23 Mar 2026
IDP + LLM · Source to Pay
Invoice Data Extraction and GL Coding
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 23 Mar 2026
Computer Vision · Plan to Fulfill
Visual Defect Detection on Production Line
Potential: HighEffort: MediumSource: help.sap.com (opens in a new tab) · added 23 Mar 2026
Machine Learning · Finance
Duplicate and Fraud Invoice Detection
Potential: HighEffort: MediumSource: recorded in the knowledge graph · added 22 Mar 2026
LLM + Analytics
Order Exception Resolution Copilot
Potential: HighEffort: MediumCompliance-relevantSource: recorded in the knowledge graph · added 22 Mar 2026
Machine Learning · Finance
Predictive Cash Application for Remittance Matching
Potential: HighEffort: MediumSource: recorded in the knowledge graph · added 22 Mar 2026
LLM + Analytics
Autonomous Supplier Bid Comparison Recommendations
Potential: HighEffort: MediumCompliance-relevantSource: news.sap.com (opens in a new tab) · added 21 Mar 2026
LLM + Analytics · Finance
Cash Flow Oversight and Risk Alerts
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 21 Mar 2026
IDP + LLM · Source to Pay
Contract Clause Extraction and Compliance Flagging
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 21 Mar 2026
Machine Learning · Finance
Predictive Payment Risk Prioritization for Collections
Potential: HighEffort: MediumCompliance-relevantSource: news.sap.com (opens in a new tab) · added 21 Mar 2026
Machine Learning
Touchless Non-PO Invoice GL Coding
Potential: HighEffort: MediumCompliance-relevantSource: sap.com (opens in a new tab) · added 21 Mar 2026
LLM + Analytics · Idea to Market
AI-Guided Invoice Exception Resolution Actions
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 20 Mar 2026
Machine Learning · Recruit to Retire
Applicant Skill Matching and Screening Recommendations
Potential: HighEffort: MediumCompliance-relevantSource: sap.com (opens in a new tab) · added 20 Mar 2026
IDP + LLM · Source to Pay
Automated Supplier Invoice Extraction and Posting
Potential: HighEffort: MediumCompliance-relevantSource: news.sap.com (opens in a new tab) · added 20 Mar 2026
LLM + Analytics · Governance
Conversational Process Mining Insights for E2E Bottlenecks
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 20 Mar 2026
IDP + LLM
Instant Learning for Document Extraction Corrections
Potential: HighEffort: MediumSource: help.sap.com (opens in a new tab) · added 20 Mar 2026
LLM · Source to Pay
Interactive Supplier Invoice Verification via Natural Language
Potential: HighEffort: MediumCompliance-relevantSource: news.sap.com (opens in a new tab) · added 20 Mar 2026
LLM + Analytics · Idea to Market
Prescriptive Dashboard Analyzer for Process KPI Actions
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 20 Mar 2026
LLM + Analytics
AI-Assisted Inventory Optimization Results Explanation
Potential: HighEffort: MediumCompliance-relevantSource: help.sap.com (opens in a new tab) · added 19 Mar 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.