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
747 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 · Finance
Automated Invoice Data Extraction and Vendor Matching
Potential: HighEffort: MediumSource: msdynamicsworld.com (opens in a new tab) · added 14 Sept 2026
LLM + Analytics · Finance
Autonomous Revenue Recognition and Reconciliation
Potential: HighEffort: HighSource: salesforce.com (opens in a new tab) · added 14 Sept 2026
Machine Learning · Finance
Cash Flow Forecasting with Foundation Models
Potential: HighEffort: MediumSource: salesforce.com (opens in a new tab) · added 14 Sept 2026
LLM · Finance
Long-Context Contract Analysis and Risk Review
Potential: HighEffort: MediumSource: aws.amazon.com (opens in a new tab) · added 14 Sept 2026
LLM · Finance
PII Redaction in Supplier Onboarding Documents
Potential: HighEffort: MediumSource: aws.amazon.com (opens in a new tab) · added 14 Sept 2026
LLM · Finance
Trusted Agent-Based Customer Service Resolution
Potential: HighEffort: MediumSource: salesforce.com (opens in a new tab) · added 14 Sept 2026
LLM · Finance
Agent-Based Purchase Order Exception Handling
Potential: HighEffort: MediumSource: aws.amazon.com (opens in a new tab) · added 7 Sept 2026
IDP + LLM · Finance
Agentic Invoice Processing with Human-in-the-Loop
Potential: HighEffort: MediumSource: aws.amazon.com (opens in a new tab) · added 7 Sept 2026
LLM · Finance
Agentic Payment Block Resolution with Joule
Potential: HighEffort: MediumSource: leverx.com (opens in a new tab) · added 7 Sept 2026
LLM · Finance
Agentic Workflow Automation for Enterprise Operations
Potential: HighEffort: HighSource: prnewswire.com (opens in a new tab) · added 7 Sept 2026
LLM · Finance
AI Code Generation for Application Development
Potential: HighEffort: MediumSource: aws.amazon.com (opens in a new tab) · added 7 Sept 2026
IDP + LLM · Finance
AI Supplier Invoice Validation in Chemicals
Potential: MediumEffort: MediumSource: digitaldefynd.com (opens in a new tab) · added 7 Sept 2026
LLM · Finance
AI-Assisted Integration Flow Generation
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 7 Sept 2026
LLM · Finance
AI-Assisted Support Agent Response Drafting
Potential: HighEffort: LowSource: salesforce.com (opens in a new tab) · added 7 Sept 2026
Machine Learning · Finance
AI-Driven Holiday Fraud Detection
Potential: HighEffort: MediumSource: customerexperiencedive.com (opens in a new tab) · added 7 Sept 2026
Machine Learning · Finance
AP Spend Visibility and Anomaly Detection
Potential: HighEffort: MediumSource: intuit.com (opens in a new tab) · added 7 Sept 2026
LLM + Analytics · Finance
Autonomous Process Execution Agents for ERP
Potential: HighEffort: HighSource: startuphub.ai (opens in a new tab) · added 7 Sept 2026
LLM + Analytics · Finance
Autonomous Supplier Risk Assessment Agent
Potential: HighEffort: MediumSource: hpcwire.com (opens in a new tab) · added 7 Sept 2026
Computer Vision · Finance
Autonomous Warehouse Picking with Embodied AI
Potential: HighEffort: HighSource: news.sap.com (opens in a new tab) · added 7 Sept 2026
IDP · Finance
Document AI for Manufacturing and Logistics Paperwork
Potential: MediumEffort: LowSource: erp.today (opens in a new tab) · added 7 Sept 2026
Machine Learning · Finance
Generative AI Molecular Design for Drug Discovery
Potential: HighEffort: HighSource: pubmed.ncbi.nlm.nih.gov (opens in a new tab) · added 7 Sept 2026
Machine Learning · Finance
Intelligent API Mapping and Schema Matching
Potential: HighEffort: MediumSource: news.sap.com (opens in a new tab) · added 7 Sept 2026
Machine Learning · Finance
Intelligent Case Routing and Triage
Potential: HighEffort: LowSource: salesforce.com (opens in a new tab) · added 7 Sept 2026
LLM · Finance
Model-Driven Planning for Support Workflow Orchestration
Potential: MediumEffort: HighSource: aws.amazon.com (opens in a new tab) · added 7 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
207 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.
