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
188 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
IDP + LLM · Source to Pay
Contract Clause Extraction and Compliance Discrepancy Search
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 26 Mar 2026
LLM · Source to Pay
Text-to-Process Generation for Standard Workflows
Potential: MediumEffort: MediumCompliance-relevantSource: help.sap.com (opens in a new tab) · added 25 Mar 2026
LLM · Source to Pay
Natural-Language Supplier Invoice Status Assistant
Potential: MediumEffort: LowCompliance-relevantSource: news.sap.com (opens in a new tab) · added 24 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
Machine Learning · Source to Pay
Automated Supplier Risk Monitoring and Re-Sourcing Alerts
Potential: HighEffort: HighCompliance-relevantSource: recorded in the knowledge graph · added 22 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
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 · 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
IDP · Source to Pay
Automated Supplier Invoice Extraction and Validation
Potential: HighEffort: MediumCompliance-relevantSource: help.sap.com (opens in a new tab) · added 18 Mar 2026
LLM · Source to Pay
Deflect HR Cases via AI Self-Service Triage
Potential: MediumEffort: MediumCompliance-relevantSource: news.sap.com (opens in a new tab) · added 16 Mar 2026
IDP + LLM · Source to Pay
Automated Supplier Invoice Data Extraction and Validation
Potential: HighEffort: MediumCompliance-relevantSource: help.sap.com (opens in a new tab) · added 13 Mar 2026
LLM · Source to Pay
Contract Clause Risk Detection and Redline Suggestions
Potential: HighEffort: MediumSource: help.sap.com (opens in a new tab) · added 6 Mar 2026
LLM + Analytics · Source to Pay
AI HR Performance Talking Points and Goal Insights
Potential: MediumEffort: MediumCompliance-relevantSource: news.sap.com (opens in a new tab) · added 2 Mar 2026
IDP · Source to Pay
Self-Learning Invoice Extraction Template Optimization
Potential: HighEffort: MediumSource: sap.com (opens in a new tab) · added 1 Mar 2026
LLM · Source to Pay
Natural-Language Supplier Invoice Verification Actions
Potential: HighEffort: MediumCompliance-relevantSource: news.sap.com (opens in a new tab) · added 23 Feb 2026
LLM · Source to Pay
Contract Clause Extraction and Compliance Risk Flagging
Potential: HighEffort: MediumSource: sap.cn (opens in a new tab) · added 22 Feb 2026
IDP + LLM · Source to Pay
Contract Clause Extraction for Pricing and Rebates
Potential: HighEffort: HighSource: sap.com (opens in a new tab) · added 22 Feb 2026
LLM · Source to Pay
Supplier Questionnaire Response Summarization for Sourcing
Potential: MediumEffort: LowSource: news.sap.com (opens in a new tab) · added 22 Feb 2026
Other · Source to Pay
Contract Risk & Compliance Copilot
Potential: MediumEffort: LowCompliance-relevantSource: ibm.com (opens in a new tab) · added 16 Feb 2026
Other · Source to Pay
Self-Healing IT Operations (AIOps)
Potential: HighEffort: HighSource: aisera.com (opens in a new tab) · added 16 Feb 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
64 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.