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
16 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
LLM + Analytics · Lead to Cash
AI Agent Governance and Monitoring
Potential: MediumEffort: HighSource: cio.com (opens in a new tab) · added 26 Oct 2026
Machine Learning · Lead to Cash
Conformance Checking for Order-to-Cash
Potential: HighEffort: MediumSource: cio.com (opens in a new tab) · added 26 Oct 2026
Machine Learning · Lead to Cash
Predictive Bottleneck Detection in Production
Potential: HighEffort: MediumSource: cio.com (opens in a new tab) · added 26 Oct 2026
Machine Learning · Finance
Process Mining for ERP Optimization
Potential: HighEffort: MediumSource: cio.com (opens in a new tab) · added 26 Oct 2026
LLM + Analytics · Governance
AI Use Case Prioritization and Business Value Assessment
Potential: MediumEffort: LowSource: cio.com (opens in a new tab) · added 14 Sept 2026
LLM + Analytics · Finance
AI-Assisted IT Portfolio Planning
Potential: MediumEffort: HighSource: cio.com (opens in a new tab) · added 14 Sept 2026
LLM · Governance
AI-Driven Incident Triage and Postmortem Documentation
Potential: HighEffort: MediumSource: cio.com (opens in a new tab) · added 14 Sept 2026
Machine Learning · Lead to Cash
AIOps Anomaly Detection and Automated Remediation
Potential: HighEffort: MediumSource: cio.com (opens in a new tab) · added 14 Sept 2026
Machine Learning · Acquire to Decommission
Automated IT Asset Lifecycle Management
Potential: MediumEffort: MediumSource: cio.com (opens in a new tab) · added 14 Sept 2026
LLM · Lead to Cash
Integrated Enterprise AI Assistant for Employee Self-Service
Potential: HighEffort: MediumSource: cio.com (opens in a new tab) · added 14 Sept 2026
Machine Learning · Finance
Automated Process Deviation Alerts
Potential: MediumEffort: LowSource: cio.com (opens in a new tab) · added 3 Aug 2026
LLM + Analytics · Governance
Conversational Analytics for Process KPIs
Potential: MediumEffort: LowSource: cio.com (opens in a new tab) · added 3 Aug 2026
Machine Learning · Idea to Market
Predictive Analytics for Production Planning
Potential: HighEffort: MediumSource: cio.com (opens in a new tab) · added 3 Aug 2026
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
Optimization · Lead to Cash
AI-Driven Supply Chain Optimization
Potential: HighEffort: MediumSource: cio.com (opens in a new tab) · added 4 May 2026
Optimization · Lead to Cash
Service Dispatch Optimization with AI Scheduling
Potential: HighEffort: HighSource: cio.com (opens in a new tab) · added 12 Mar 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
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.