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
Process Mining for Operational Bottleneck Detection
Potential: HighEffort: MediumSource: cio.com (opens in a new tab) · added 8 Jun 2026
LLM + Analytics · Lead to Cash
Product Recall Root Cause Analysis
Potential: HighEffort: MediumSource: uk.finance.yahoo.com (opens in a new tab) · added 8 Jun 2026
LLM · Lead to Cash
Production Deployment Pipeline for AI Agents
Potential: HighEffort: HighSource: aws.amazon.com (opens in a new tab) · added 8 Jun 2026
LLM · Lead to Cash
Production Planning Optimization with Reasoning Agents
Potential: HighEffort: HighSource: aws.amazon.com (opens in a new tab) · added 8 Jun 2026
Machine Learning · Lead to Cash
Recall Risk Prediction and Prioritization
Potential: HighEffort: HighSource: finance.yahoo.com (opens in a new tab) · added 8 Jun 2026
LLM + Analytics · Lead to Cash
Agentic AI for Fleet Data Insights
Potential: HighEffort: HighSource: aws.amazon.com (opens in a new tab) · added 1 Jun 2026
LLM · Lead to Cash
Agentic AI Health Symptom Triage Assistant
Potential: HighEffort: HighSource: chainstoreage.com (opens in a new tab) · added 1 Jun 2026
LLM · Lead to Cash
Agentic AI Personal Shopping Assistant
Potential: HighEffort: MediumSource: chainstoreage.com (opens in a new tab) · added 1 Jun 2026
LLM · Lead to Cash
Agentic Commerce Order Automation
Potential: HighEffort: HighSource: aws.amazon.com (opens in a new tab) · added 1 Jun 2026
LLM + Analytics · Lead to Cash
Agentic Decision Support with Joule and TFMs
Potential: HighEffort: HighSource: markets.ft.com (opens in a new tab) · added 1 Jun 2026
LLM + Analytics · Lead to Cash
Agentic Production Planning Assistant
Potential: MediumEffort: HighSource: aws.amazon.com (opens in a new tab) · added 1 Jun 2026
LLM + Analytics · Lead to Cash
AI Adoption Measurement and Governance
Potential: MediumEffort: MediumSource: salesforce.com (opens in a new tab) · added 1 Jun 2026
LLM · Lead to Cash
AI Agent for Support Ticket Triage and Resolution
Potential: HighEffort: MediumSource: aws.amazon.com (opens in a new tab) · added 1 Jun 2026
Machine Learning · Lead to Cash
AI Credit Risk Scoring and Collections Prioritization
Potential: HighEffort: MediumSource: highradius.com (opens in a new tab) · added 1 Jun 2026
Machine Learning · Lead to Cash
AI Formulation Discovery for Chemicals
Potential: MediumEffort: HighSource: chemcopilot.com (opens in a new tab) · added 1 Jun 2026
Machine Learning · Lead to Cash
AI Inventory and Safety Stock Optimization
Potential: HighEffort: MediumSource: throughput.world (opens in a new tab) · added 1 Jun 2026
LLM · Lead to Cash
AI Support Ticket Triage and Routing
Potential: HighEffort: LowSource: devitcloud.com (opens in a new tab) · added 1 Jun 2026
Optimization · Lead to Cash
AI Workload Energy Optimization in Data Centers
Potential: HighEffort: HighSource: salesforce.com (opens in a new tab) · added 1 Jun 2026
LLM · Lead to Cash
AI-Assisted Concept Creation and Optimization
Potential: HighEffort: MediumSource: markets.ft.com (opens in a new tab) · added 1 Jun 2026
Machine Learning · Lead to Cash
AI-Driven Demand Forecasting
Potential: HighEffort: MediumSource: openskygroup.com (opens in a new tab) · added 1 Jun 2026
Machine Learning · Lead to Cash
AI-Driven Demand Forecasting for Food and Beverage
Potential: HighEffort: MediumSource: chainstoreage.com (opens in a new tab) · added 1 Jun 2026
Machine Learning · Lead to Cash
AI-Driven Demand Forecasting for Tax-Sensitive Products
Potential: HighEffort: MediumSource: apnews.com (opens in a new tab) · added 1 Jun 2026
Optimization · Lead to Cash
AI-Driven Fuel Blending Optimization in Chemicals
Potential: HighEffort: HighSource: mdpi.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
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.
