Market & strategy
Can AI value my object? No — and here's what it should do instead
No AI can value your object — valuation requires market authority, legal responsibility, and insurance capacity that machines lack. What AI should do instead: compute your Discipline Ceiling (the maximum you can pay without losing), flag comparables you validate, identify risks before purchase, and tell you which human expert to consult for authentication or formal appraisal.
The Method's take
The Method separates what machines do fast (compare, calculate, flag patterns) from what only humans sign: attribution, authentication, and market valuation. The Discipline Ceiling is transparent formula math — recent comparable results you verify, minus your target margin, minus all costs including buyer's premium, transport, and restoration. It's not what the object is worth; it's what YOU can pay and still make money.
The math
Buying on an AI hallucination or self-generated estimate costs €5,000–€50,000 per major mistake (a fake attributed confidently, a market ceiling miscalculated by ignoring condition or saturation, bidding without knowing the auction math). The 24-hour pass is €100. One prevented error pays for thirty-eight annual passes — and the annual is €3,800.
One question answered here saved you a mistake. The engine answers yours — the exact object, the exact number.
Ask the engine — 24h pass €100