The ontology

Use cases

The problems people actually bring to us, written as an ontology rather than a tag cloud. Each one carries the deployment options it admits, the stacks we have written up, the tools that serve it and the compliance topics it tends to raise.

Use cases: 32
Stacks: 12
Tools: 78

Automation

2 use cases

01Invoice processing automationThe whole accounts-payable path: capture, extraction, supplier matching, purchase-order and goods-receipt matching, approval routing, and posting to the finance system. Extraction is one step of it; exceptions are where the work actually is.Enterprise SaaSPrivate cloudSelf-hosted1 stack5 tools
02Marketing workflowGenerating and routing marketing material — campaign copy, social posts, product descriptions, localised variants — through drafting, brand review and publication. Volume with a brand and legal check attached.Enterprise SaaSPrivate cloudSelf-hosted stacks

People

3

Automation2

Media2

Engineering1

0

9 tools

Communications

7 use cases

Documents

8 use cases

Engineering

1 use case

01AI coding assistantCompletion, chat and agentic editing inside the editor, grounded in the repository. The questions that decide the deployment are where the code is sent, whether it is retained, and what the generated code is derived from.Enterprise SaaSPrivate cloudSelf-hosted1 stack6 tools

Infrastructure

3 use cases

Knowledge and search

6 use cases

Media

2 use cases

People

3 use cases