Describe an application in plain English. Answer a few business questions. Get a neutral, evidence-backed recommendation — with every number traced to its source and nothing invented. “No change” is a perfectly good answer.
Every value carries its provenance: user-provided, calculated, assumption or unknown.
Ranges where evidence only supports ranges. Unknown is never zero.
TCO, ROI and payback come from a transparent calculation engine, not AI.