Illustrative experiment design, not a completed client project.
Real problem
A valuation team needs to reconcile engagement documents, asset lists, financial tables and previous working papers. The illustrative experiment focuses on completeness, consistent fields and traceable evidence. A qualified valuer selects anonymised samples and sets review criteria; the workflow does not produce autonomous valuation conclusions.
Experiment
A one-day Skill Workshop builds extraction, structured fields and source-linked comparisons. A two-day, one-night Hackathon connects them into an MVP. Complete, incomplete and contradictory samples test accuracy, evidence location and exception handling. Unsupported fields stay empty; unreadable scans go to a reviewer.
Stage outcomes
Proposed deliverables include the acceptance checklist, sample register, prototype, review log and unresolved issues. Compare processing time, omissions and rework on the same samples before deciding on a five-day BootCamp. This is an experiment design, with no completed client acceptance or measured improvement claimed.