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Methodology

Evidence first. Confidence included.

Mavin shows the work behind its conclusions. Evidence, sources and confidence remain connected, and each new detail can strengthen the record.

01

Identity, supported by evidence.

Mavin evaluates available visual and documentary information against relevant references, surfaces the best-supported identity and shows confidence beside it.

02

Every marker stays connected to its source.

Mavin records what was examined and how each marker relates to available references. Specialist inspection can be added to the record when it is useful.

03

Comparability matters.

Condition, reference, configuration, provenance, geography, transaction type and timing can all affect whether a comparable is useful. The underlying evidence stays visible so the collector can see why a result was included.

04

Market context, expressed as a range.

Mavin separates sold results from asking prices, then presents an indicated band with source context and confidence.

05

Confidence stays visible.

Supporting, conflicting and incomplete evidence remains visible, making the next useful addition clear.

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