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
2,353 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
AI-Powered Sustainability and Energy Optimization
Potential: MediumEffort: MediumSource: market.us (opens in a new tab) · added 17 Aug 2026
Machine Learning · Lead to Cash
Anomaly-Based Production Line Stop Triggering
Potential: HighEffort: MediumSource: shopify.com (opens in a new tab) · added 17 Aug 2026
Computer Vision · Lead to Cash
AR-Guided Manual Assembly Verification
Potential: MediumEffort: HighSource: shopify.com (opens in a new tab) · added 17 Aug 2026
LLM · Lead to Cash
Automated Legacy Risk Platform Migration
Potential: HighEffort: HighSource: newsroom.accenture.com (opens in a new tab) · added 17 Aug 2026
LLM · Lead to Cash
Automated PowerPoint Presentation Generation from Enterprise Data
Potential: MediumEffort: LowSource: aws.amazon.com (opens in a new tab) · added 17 Aug 2026
Optimization · Lead to Cash
Automated Production Scheduling Optimization
Potential: HighEffort: HighSource: news.sap.com (opens in a new tab) · added 17 Aug 2026
LLM · Lead to Cash
Automated Regression Detection in QA Cycles
Potential: HighEffort: MediumSource: aws.amazon.com (opens in a new tab) · added 17 Aug 2026
LLM + Analytics · Lead to Cash
Autonomous Lead Qualification and Follow-up
Potential: HighEffort: MediumSource: salesforce.com (opens in a new tab) · added 17 Aug 2026
LLM · Lead to Cash
Conversational HR Transaction Handling with Joule
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 17 Aug 2026
LLM · Lead to Cash
Conversational Order Management Assistance
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 17 Aug 2026
LLM · Lead to Cash
Conversational Order Status Assistant
Potential: MediumEffort: LowSource: news.sap.com (opens in a new tab) · added 17 Aug 2026
LLM · Lead to Cash
Conversational Supply Chain Insights Assistant
Potential: MediumEffort: LowSource: news.sap.com (opens in a new tab) · added 17 Aug 2026
LLM + Analytics · Lead to Cash
Cross-Cloud AI Agent Observability and Monitoring
Potential: MediumEffort: MediumSource: aws.amazon.com (opens in a new tab) · added 17 Aug 2026
LLM · Lead to Cash
Cross-System Agent Orchestration via MCP
Potential: HighEffort: HighSource: thenextweb.com (opens in a new tab) · added 17 Aug 2026
Machine Learning · Lead to Cash
Databricks Integration for Advanced ML Workloads
Potential: HighEffort: HighSource: aimultiple.com (opens in a new tab) · added 17 Aug 2026
RPA + AI · Lead to Cash
Desktop Task Mining for Automation Discovery
Potential: MediumEffort: MediumSource: siliconangle.com (opens in a new tab) · added 17 Aug 2026
LLM · Lead to Cash
Domain-Specific Foundation Model for BIM Workflows
Potential: HighEffort: HighSource: aws.amazon.com (opens in a new tab) · added 17 Aug 2026
LLM · Lead to Cash
Employee HR Self-Service Agent
Potential: MediumEffort: MediumSource: salesforce.com (opens in a new tab) · added 17 Aug 2026
Machine Learning · Lead to Cash
Federated OIDC Sign-In with Cognito for ML Platforms
Potential: MediumEffort: LowSource: aws.amazon.com (opens in a new tab) · added 17 Aug 2026
LLM · Lead to Cash
Generative AI for Merchandising and Product Visualization
Potential: HighEffort: MediumSource: rsmus.com (opens in a new tab) · added 17 Aug 2026
LLM + Analytics · Lead to Cash
Generative Production Planning Optimization
Potential: HighEffort: HighSource: fortunebusinessinsights.com (opens in a new tab) · added 17 Aug 2026
LLM · Lead to Cash
HR Employee Self-Service Agent
Potential: HighEffort: LowSource: thenextweb.com (opens in a new tab) · added 17 Aug 2026
IDP · Lead to Cash
Intelligent Document Data Extraction for Supply Chain
Potential: HighEffort: LowSource: news.sap.com (opens in a new tab) · added 17 Aug 2026
Machine Learning · Lead to Cash
Intelligent Order Exception Handling
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 17 Aug 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
380 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.
