Deterministic workflow
How Tracer works
Tracer is a coin valuation engine. The workflow is designed to prevent misidentification, surface uncertainty, and produce explainable valuation ranges instead of guess prices.
Coins are non-fungible assets. The only honest approach is identity first, then evidence-led valuation with confidence.
1
Capture metadata
Country, denomination, year, material, and condition signals.
2
Resolve identity
Candidates ranked by confidence, with unresolved flags when information is missing.
3
Generate range
Low–high range, confidence score, warnings, and explanation trace.
Why this matters
A single wrong assumption can destroy valuation accuracy. Tracer is built to show uncertainty instead of hiding it.
The workflow in plain English
Tracer uses a layered engine that is deterministic and explainable.
1. You enter what you can
Even partial metadata is useful. If year or mint details are missing, Tracer flags it instead of guessing.
2. Tracer matches identity
The engine produces candidate identities with confidence. Ambiguity is visible so you can improve inputs later.
3. Tracer values with honesty
Valuation is a range with confidence and warnings. Outputs are designed to be defensible, not impressive.
Continuity is a secondary outcome
Serious collections become family problems when the collector is gone. Tracer includes contacts and document references
so the collection does not become a mystery.