Build an application that checks whether the same business information remains consistent across spreadsheets, presentations, PDF reports, and written summaries.
Allow users to upload multiple supported documents from a single reporting cycle. Extract available dates, totals, percentages, names, tables, and key claims.
Create:
A cross-document fact registry.
A comparison view for conflicting figures and reporting periods.
A detector for inconsistent units, currencies, rounding, and labels.
A source traceability panel linking extracted facts to their document locations.
A severity-ranked discrepancy queue.
A review workflow for approving corrections.
A report showing unresolved discrepancies before publication.
An exportable audit log recording the resolution of each issue.
Account for legitimate differences caused by rounding, reporting cutoffs, and different metric definitions. Never assume that matching numbers have the same meaning. Flag extraction uncertainty, preserve original files, and require human review for ambiguous conflicts. Include synthetic spreadsheet, presentation, and report examples with deliberate inconsistencies.
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