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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

Access the full library

5,390

AI use cases

10

AI technologies

8

process domains

499

public sources cited

222

linked to compliance obligations

Explore the catalogue

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332 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.

332 use cases by business potential and implementation effort. Quick wins (high potential, low effort): 0.
High effortMedium effortLow effort
High potential03320Quick wins
Medium potential000
Low potential000

By AI technology

The technology that powers each use case.

LLM: 169, LLM + Analytics: 71, Machine Learning: 37, IDP + LLM: 33, Computer Vision: 13, LLM + IDP: 5, IDP: 2, Optimization: 2

By end-to-end process domain

Where in the Business Flows process model each use case applies.

Lead to Cash: 152, Finance: 59, Governance: 57, Plan to Fulfill: 29, Recruit to Retire: 16, Not yet mapped: 6, Acquire to Decommission: 5, Idea to Market: 5, Source to Pay: 3

A library that grows every week

Use cases added to the knowledge graph since the pipeline started.

5,390 AI use cases by the week of 2026-11-09, up from 37 in the week of 2026-02-16.
5,390
2026-02-16 running total added per week2026-11-09

Matching use casesnewest first

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

1 distinct sources in this selection.

aws.amazon.com: 332

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.

Open the Business Flows BrowserTalk to us