The hardest part of AI is knowing what to use it for
Most organisations are not held back by the technology. They are held back by the imagination gap. In the government’s own research, 71% of non-adopters say they have not identified a use for AI in their organisation, and just 7% of AI-using firms use agentic AI. This compendium is our answer: a scored library we are building in the open, adding each use case as it clears our evidence bar, every entry grounded in delivered work or independent sources.
- 71%
- of non-adopters say they have not identified a use for AI in their organisation
- 7%
- of AI-using firms use agentic AI today
Showing all 3 use cases
Lead scoring and prioritisation agent
An agent scores and ranks sales leads automatically, so the business development team spends its time on the opportunities most likely to convert.
Contract review agent
An agent reads supplier contracts, extracts the clauses that matter and pre-fills the compliance assessment for a specialist to approve.
Order entry automation agent
An agent reads incoming order documents, identifies the products and writes structured orders straight into the ERP, routing only low-confidence cases to a person.
Where to go next
From reading to a costed plan, one step at a time.
See how we score use cases
The evaluation framework behind every score, published in full.
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A short structured assessment of where AI will pay back first in your organisation.
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Our AI Rollout Engine turns a prioritised use case into working production software.
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