Internal demonstrationNot an external client result
From scattered AI project files to a reviewable recovery map
Starting condition
Multiple exports, duplicate documents, changing instructions, code, and uncertain claims.
Demonstrated method
Inventory, preserve originals, classify sources, surface candidates, and create a recovery sequence.
Demonstration output
Source map, claim ledger sample, contradiction register, risk list, and 30-day plan.
What this supports
It demonstrates structure and intended deliverables—not a client outcome, scientific validity, or guaranteed result.