Most advanced quant-first, AI-last analysis
Forensic checks are there to catch warning signs that basic growth or profitability numbers can hide.
Does the quality story hold up when you look beyond the headline numbers?
Good businesses usually look good in more than one place: profits, cash flow, balance sheet, and capital allocation.
Forensic checks help you notice when those pieces stop agreeing with each other.
A forensic warning is not the same as fraud.
It means something deserves a closer look before you trust the quality story too easily.
Sometimes the warning has a clean business explanation. Sometimes it points to a deeper problem. The point is to slow you down in the right places.
Use forensic checks as a pressure test on strong-looking stories.
If a company has a decent grade but its forensic picture is deteriorating, treat that as a reason to investigate more before getting comfortable.
If both the quality and forensic picture are healthy, that usually makes the overall signal more trustworthy.