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
LLM + Analytics · Governance
Generative AI Financial Close Narratives
Potential: HighEffort: MediumSource: sapinsider.org (opens in a new tab) · added 28 Sept 2026
LLM · Plan to Fulfill
Generative AI for GxP Deviation and CAPA Management
Potential: HighEffort: MediumSource: ispe.org (opens in a new tab) · added 28 Sept 2026
LLM · Lead to Cash
Generative AI Product Recommendations
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 28 Sept 2026
Machine Learning · Governance
Generative AI Retail Personalization Engine
Potential: HighEffort: MediumSource: factored.ai (opens in a new tab) · added 28 Sept 2026
LLM · Lead to Cash
Generative AI Stylist for Outfit Curation
Potential: HighEffort: MediumSource: endearhq.com (opens in a new tab) · added 28 Sept 2026
Machine Learning · Lead to Cash
Intelligent Lead Scoring and Qualification
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 28 Sept 2026
Machine Learning · Governance
Intelligent Process Mining and Optimization
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 28 Sept 2026
Optimization · Lead to Cash
Intelligent Shift Scheduling Optimization
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 28 Sept 2026
Machine Learning · Governance
Intelligent Supplier Collaboration and Risk Prediction
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 28 Sept 2026
Machine Learning · Lead to Cash
Intelligent Supply Chain Disruption Detection
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 28 Sept 2026
LLM + Analytics · Lead to Cash
Joule Dispute Resolution Agent for AR
Potential: HighEffort: MediumSource: sap.com (opens in a new tab) · added 28 Sept 2026
LLM · Lead to Cash
Joule HCM Assistants for Autonomous HR Workflows
Potential: HighEffort: MediumSource: community.sap.com (opens in a new tab) · added 28 Sept 2026
LLM · Plan to Fulfill
Knowledge Worker Copilot for Regulatory Documentation
Potential: HighEffort: MediumSource: aws.amazon.com (opens in a new tab) · added 28 Sept 2026
Optimization · Lead to Cash
Marketing Mix Optimization with AI
Potential: HighEffort: MediumSource: sloanreview.mit.edu (opens in a new tab) · added 28 Sept 2026
LLM · Plan to Fulfill
MCP-Based Agent Connectivity to SAP Data
Potential: HighEffort: MediumSource: debcor.com (opens in a new tab) · added 28 Sept 2026
LLM · Lead to Cash
MCP-Based Governed Knowledge Retrieval
Potential: HighEffort: MediumSource: aws.amazon.com (opens in a new tab) · added 28 Sept 2026
Machine Learning · Acquire to Decommission
Multi-Camera Detection Correlation for Alert Accuracy
Potential: HighEffort: MediumSource: aws.amazon.com (opens in a new tab) · added 28 Sept 2026
LLM + Analytics · Lead to Cash
Natural Language Querying of Case Evidence
Potential: HighEffort: MediumSource: aws.amazon.com (opens in a new tab) · added 28 Sept 2026
LLM + Analytics · Lead to Cash
Personalized Product Recommendations for Smart Wearables
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 28 Sept 2026
Computer Vision · Plan to Fulfill
Pharmaceutical Packaging and Label Verification
Potential: HighEffort: MediumSource: imveurope.com (opens in a new tab) · added 28 Sept 2026
IDP + LLM · Lead to Cash
Pharmacovigilance Adverse Event Case Processing
Potential: HighEffort: MediumSource: mordorintelligence.com (opens in a new tab) · added 28 Sept 2026
Machine Learning · Recruit to Retire
Predictive Attrition and Retention Risk Detection
Potential: HighEffort: MediumSource: aol.com (opens in a new tab) · added 28 Sept 2026
Machine Learning · Finance
Predictive Commodity Price Forecasting
Potential: HighEffort: MediumSource: citadelsecurities.com (opens in a new tab) · added 28 Sept 2026
Machine Learning · Plan to Fulfill
Predictive Customer Churn Analysis
Potential: HighEffort: MediumSource: sloanreview.mit.edu (opens in a new tab) · added 28 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.
