Finance & Reporting
Management report summarisation
Distil lengthy board packs, trading reports, and management information into concise executive summaries. Reduces reading burden and improves meeting preparation.
60–75%
reduction in report summarisation time
Opportunity assessment
Negligible commercial impact. Saves time at the margins but won't move the needle on revenue or profit.
Very easy to implement. Ready-to-use tools exist. Can be up and running in days or weeks with minimal technical resource.
Minimal data complexity. Works with whatever is readily to hand. No special data infrastructure needed. Most businesses can start immediately.
Very low risk. Fully internal use. A person checks everything before it goes further. Worst case is a minor internal inconvenience.
Very easy to absorb. Runs quietly in the background or gives people a helpful new input. Makes everyday work easier with almost no friction.
Tooling required
Things to consider
Define what 'a good executive summary' looks like before running the AI — length, format, what must be included, what to omit.
Context is important: an AI summarising a board pack without understanding what's changed since last month will miss the most important points.
Particularly valuable for external reports (industry reports, competitive intelligence, regulatory updates) where reading burden is high and actionability is low.
The best use case is often external content — industry reports, regulatory updates, consultant deliverables — where the executive has not read the source and needs to get up to speed quickly.
Experiment starter: For the next board pack or major industry report, generate an AI summary alongside the source document. Ask two or three executives to answer five factual questions after reading only the summary. High accuracy and confidence indicates the summary is fit for purpose.
Go deeper in the playbook
Section — Opportunity Identification, including the AI Opportunity Assessment ScorecardSection — The Experimentation FrameworkThis is an augmentation opportunity — see the relevant playbook section for how to approach it.More in Finance & Reporting
Period-end commentary drafting
Convert financial data into narrative commentary for management accounts. Finance team reviews and adjusts. Eliminates the blank-page problem at month end.
Invoice exception identification
Flag invoices with missing PO references, duplicate submissions, price variances, or unusual payment terms before they reach approval.
Contract data extraction
Extract key commercial terms from supplier and customer contracts — payment terms, renewal dates, liability caps, exclusivity clauses — into structured records.
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