Use case category: Research & Analysis

AI for Financial Report Analysis: Verification

Pull figures from a 10-K without publishing a wrong one: citation-forced extraction, cross-footing, tie-out, and why XBRL beats parsing the PDF.

AI for Literature Review: Verifying Citations

Screen at volume, extract to an evidence table, and verify every reference. Why AI invents citations, how to catch them, and what PRISMA forbids.

AI for Survey Analysis: Coding Open-Ended Responses

A defensible method for coding open-ended survey responses with AI: codebook, fixed-schema classification, and the agreement check most guides skip.