
From a two-hour report to a one-minute workflow
Italian manufacturing company
CASE STUDIES
Automated sponsorship analysis while retaining control over data provenance and the traceability of every source.

COLLABORATION
The workflows were designed with the consultant responsible for the work. Comparable deals are evaluated against a 32-criterion framework and each valuation receives a 0–100 confidence score.
Confirmed facts and AI-assisted estimates remain visibly distinct. For competitor mapping, every cell retains its source so the end client can challenge a figure without turning the analysis back into a manual reconstruction exercise.
OUTCOMES
Before live testing, the benchmarking was checked against two known deals and landed within the expected market range. The workflows are now being tested within real client deliverables.
The value estimate comes from the client: £30–40k of analyst time freed per project and redirected toward judgement, interpretation and client-facing work.
WHY IT WORKED
The consultant using the process shaped the logic, exceptions and review points.
Sources stay attached to the analysis instead of disappearing behind a final number.
A 0–100 score shows where professional judgement is still required.