NUMISTUDIO
EST. 2026
NumiStudio AI
Treasures that have a voice • Bridging history with AI
Bridging history with technology • 121 Global Numismatic Markets

Next-Gen
Coin Analysis
Powered by AI.

NumiStudio AI App for Recognition, Estimated Grading, Value Assessment & Numismatic Analysis of Coins and Banknotes

Enter a realm where metal narrates history, and every micro-detail under magnification tells a forgotten story. NumiStudio AI helps you examine what remains unseen to the naked eye – intricate details, estimated preservation state, and orientational market value of numismatic specimens.

Watch Video Demos & AI Analysis
@KolekcjeMonetyBibeloty ➔
Join Early Access Explore 6 Pillars
98.4%
Detail Match
121
Global Estimation
< 4s
Coin Grading
NumiStudio AI Złota Moneta Mennicza – Zygmunt III Waza 1596 (Interaktywny Model 3D)
✦ Hover & Move • 3D Coin
● VISUAL ALIGNMENT
98.4% (Zgodność rytu)
● PRESERVATION STATE
Menniczy (I / UNC)
● ESTIMATED VALUATION
~4 850 PLN (~1 150 EUR)
3 Simple Steps

From Photo to Asset Analysis, Historical Context & Value Estimation

Breakthrough computer vision engineered for effortless precision. Three intuitive steps separate you from full numismatic verification.

KROK 01

1. Point the Camera

Capture a sharp photo of the obverse and reverse. Our dedicated numismatic reticle auto-centers and crops the specimen at maximum pixel resolution.

KROK 02

2. Deep AI Inspection

Neural network algorithms cross-reference die geometry, relief wear, mint luster, and auction databases across hundreds of thousands of historical sales.

KROK 03

3. Receive the 6-Pillar Report

Within seconds, obtain an estimated Sheldon grade, mint attribution, catalog rarity rating, and market valuation in 12 languages.

Specimen Evaluation Standard

6 Golden Pillars of Analysis

Knowledge transforming casual collecting into conscious heritage curation. Every NumiStudio AI report is grounded on six analytical pillars.

FILAR 01

I. Specimen & Detail Attribution

Verification of die variety, mintage year, mintmark, and assay symbols using machine vision and authoritative catalog corpuses.

FILAR 02

II. Preservation Grade Estimation

Precision evaluation of relief wear, remaining mint luster, and toning, accurately mapped onto the international 70-point Sheldon scale.

FILAR 03

III. Market Valuation Range

Data-driven alignment with live auction archives (Heritage, Künker, OneBid, WCN), providing realistic price brackets in local currencies.

FILAR 04

IV. Historical & Catalog Context

Direct linking to primary numismatic references (Czapski, Kopicki, Krause, Friedberg) with standard rarity coefficients (R1–R8).

FILAR 05

V. Collector Insights & Liquidity

Analysis of market liquidity, collector demand trends, and recommended preservation and archival storage methods.

FILAR 06

VI. Historical Education & Narrative

Engaging background on the coin's era, the ruling monarch, and the historical events that make each piece unique.

Notaphily Module

Notaphily: Exploration, Market Estimation & Banknote Analysis

NumiStudio AI goes beyond coins. Our dedicated banknote module scans paper currency, instantly identifying key auction value factors.

★ Replacement Series (ZA, YA)
Instant recognition of rare replacement prefixes prized by serious collectors.
★ Radar & Solid Serial Numbers
Detection of palindromic numbers (e.g. 1234321), solid single digits, and low serials.
★ Print Errors & Mismatches
Inspection of guilloche misalignments, double printings, and color anomalies under digital loupe.
★ Watermark & Security Features
Verification of watermark geometry, security thread alignment, and microtext clarity.
● NOTAFILIA ACTIVE
BANKNOT POLSKI / ŚWIATOWY
SERIA ZA 0192831 • RADAR • STAN I (UNC)
NumiStudio AI ● PRO SILNIK AI
NumiStudio AI – Raport i Wizualizacja Analizy Numizmatycznej na Smartfonie
CELOWNIK 88vw • KADROWANIE KOŁOWE PNG
Sigismund III Vasa Ducat (1596)
Gdansk Mint | Gold Au 986
• Die Variety Details: 98.4% Match Rate
• Estimated Grade: Mint Lustre Preserved (UNC/MS)
• Market Appraisal: $1,250 - $1,350 USD
• Reference Catalog: Czapski 918 (R3)
• Collector Demand: Exceptionally High
• Historical Background: Minted in Gdansk during Polish-Swedish Union
Global Numismatic Ecosystem

App Interface & AI Reports in 120+ Languages

NumiStudio AI automatically adapts the entire app interface, numismatic metrics, and market valuation to your country and local currency. Select any main language below to preview a live report:

Knowledge Base & FAQ

Frequently Asked Questions

Everything you need to know about NumiStudio AI technology, methodology, and capabilities.

NumiStudio AI deploys multi-stage deep learning and computer vision: attributing die varieties, estimating Sheldon grade (1–70), inspecting patina and rarity, and cross-referencing completed auction records worldwide.
Yes! The app features a dedicated banknote recognition pipeline detecting replacement prefixes (ZA, YA), radar serials, print shifts, watermarks, and security fibers.
The application is an advanced auxiliary, comparative, and educational tool. It does not replace physical certification by professional third-party grading services, but enables instant pre-screening.
The algorithm synthesizes hammer prices and realized lots from premier auction houses (Heritage Auctions, Künker, OneBid, WCN, CoinArchives), weighted by grade and rarity.
The app supports over 120 languages and currencies worldwide across both the user interface and AI analytical reports, with native optimization for 12 primary world languages: English, Polish, German, French, Spanish, Italian, Portuguese, Ukrainian, Russian, Japanese, Chinese, and Arabic.

Need Additional Assistance?

Our technical team is ready to assist collectors and early access testers.

Email: support@numistudioai.pl
OFFICIAL YOUTUBE CHANNEL • @KolekcjeMonetyBibeloty

Built by a Passionate Numismatist

Hello! Welcome to numismatics, where metal speaks history. NumiStudio AI is the result of genuine passion, rigorous catalog research, and hundreds of coin analyses featured on the @KolekcjeMonetyBibeloty channel.

Video & Media Visit @KolekcjeMonetyBibeloty Channel
“A connoisseur's eye and artificial intelligence spot a treasure where others see only old metal.”
The secret lies in the detail • @KolekcjeMonetyBibeloty
Google Play Launch

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