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
990 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
Machine Learning · Lead to Cash
Predictive Asset Maintenance for Grid Infrastructure
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 8 Jun 2026
Machine Learning · Governance
Predictive Cash Flow Forecasting
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 8 Jun 2026
Machine Learning · Acquire to Decommission
Predictive Delivery Date Forecasting
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 8 Jun 2026
Machine Learning · Plan to Fulfill
Predictive Quality Defect Detection
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 8 Jun 2026
Machine Learning · Governance
Supplier Risk Scoring and Early Warning
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 8 Jun 2026
LLM · Governance
AI Agent Assist for Service Representatives
Potential: HighEffort: LowSource: news.sap.com (opens in a new tab) · added 1 Jun 2026
Machine Learning · Governance
AI-Assisted Financial Close Anomaly Detection
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 1 Jun 2026
LLM · Lead to Cash
AI-Driven Incident Triage and Resolution
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 1 Jun 2026
Machine Learning · Lead to Cash
AI-Driven Personalized Product Recommendations
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 1 Jun 2026
LLM + Analytics · Lead to Cash
AI-Driven Process Improvement Recommendations
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 1 Jun 2026
Machine Learning · Lead to Cash
AI-Powered Lead Scoring and Qualification
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 1 Jun 2026
Machine Learning · Finance
AI-Powered Process Discovery and Mining
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 1 Jun 2026
Machine Learning · Finance
Anomaly Detection in Procurement Transactions
Potential: HighEffort: LowSource: news.sap.com (opens in a new tab) · added 1 Jun 2026
Machine Learning · Governance
Automated Financial Close Anomaly Detection
Potential: MediumEffort: MediumSource: news.sap.com (opens in a new tab) · added 1 Jun 2026
Machine Learning · Governance
Automated Financial Posting and Reconciliation
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 1 Jun 2026
LLM · Governance
Automated Process Model Generation from Text
Potential: MediumEffort: LowSource: news.sap.com (opens in a new tab) · added 1 Jun 2026
IDP + LLM · Finance
Automated Supplier Invoice Processing
Potential: HighEffort: LowSource: news.sap.com (opens in a new tab) · added 1 Jun 2026
Machine Learning · Lead to Cash
Autonomous Demand Sensing and Replenishment
Potential: HighEffort: HighSource: news.sap.com (opens in a new tab) · added 1 Jun 2026
LLM + Analytics · Finance
Autonomous Supply Disruption Response
Potential: HighEffort: HighSource: news.sap.com (opens in a new tab) · added 1 Jun 2026
Machine Learning · Governance
Conformance Checking and Deviation Detection
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 1 Jun 2026
LLM · Lead to Cash
Conversational AI Self-Service Assistant
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 1 Jun 2026
LLM · Lead to Cash
Conversational Decision Copilot for Operations
Potential: MediumEffort: MediumSource: news.sap.com (opens in a new tab) · added 1 Jun 2026
Machine Learning · Lead to Cash
Dynamic Pricing and Discount Guardrails
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 1 Jun 2026
LLM + Analytics · Lead to Cash
Generative AI Process Insights Assistant
Potential: HighEffort: LowSource: news.sap.com (opens in a new tab) · added 1 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.
