Appraisal infrastructure for collectibles

Appraisal infrastructure for collectibles

Appraisal infrastructure for collectibles

Vardera's category-specific deep learning models appraise, grade, and authenticate physical goods at scale.

Vardera's category-specific deep learning models appraise, grade, and authenticate physical goods at scale.

EXPLORE
From image to insight in seconds
From image to insight in seconds
From image to insight in seconds

Integrate our API or use our dashboard—your choice.

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POST /v1/appraise


{ "image_url": "https://...", "category": "coins" }

Email

Drag & drop

Step 1

Send us an image

Upload via API, forward an email, or drag-and-drop. We accept photos from any device—even low-quality smartphone images.

Identifying the item
Extracting attributes and specifications
Analysing comparable sales
Assessing condition and authenticity

Step 2

We process it

Our AI pipeline identifies the item, extracts attributes, pulls comparable sales, assesses condition, and checks for authenticity — automatically.

Coin recognition
AI
Name:
Mint:
Surface:
Grade:
Melt value:
1881 Morgan Silver Dollar
Carson City
Deep mirror proof-like
MS67
$43.64 USD
97% match

Step 3

Get actionable results

Scale to process ten items or ten million. Every item gets the same expert-grade analysis in seconds, not weeks. Add new categories as we launch them, with zero additional integration work.

Two Engines, One Infrastructure
Two Engines, One Infrastructure
Two Engines, One Infrastructure

Integrate our API or use our dashboard—your choice.

Live

Ingestion engine

Your universal valuation engine

Every incoming item - regardless of category - gets instantly identified, assessed, and enriched. Think of it as a spam filter for your intake pipeline: separate the signal from the noise before a human ever touches it.

Identifies items from photos alone (outperforms Google Lens)

Assesses condition and flags quality issues

Rewrites descriptions - turns "old coin, good condition" into structured, accurate catalog copy

Filters low-value submissions so your team focuses on what matters

best for

Auction houses clearing consignment backlogs. Marketplaces improving listing quality at scale.

Live

Deep Category Models

A virtual world-class specialist for every category

Purpose-built AI models that match or exceed human expert accuracy for specific asset categories. Each model understands the nuances that matter: mint marks, casting variances, edition indicators, provenance signals.

97-99% authentication accuracy - catches counterfeits humans miss

Objective, consistent grading - no more expert-to-expert variance

Comprehensive asset profiles - provenance, population data, condition benchmarks, price trends

New categories without new hires - launch a luxury handbag vertical without a team of handbag experts

category availability

Coins

Live

Comic Books

Trading Cards

Luxury Handbags

Wine

Toys

more in production

best for

Marketplaces launching new high-value categories. Grading services scaling authentication capacity.

Built for how you work
Built for how you work
Built for how you work

Integrate our API or use our dashboard—your choice.

Marketplaces

Stop spending $30M per category on manual authentication

You want to launch new high-value verticals - coins, comics, luxury goods - but building internal authentication for each one costs $1-3M and takes 1-2 years. Meanwhile, counterfeits erode trust and poorly described listings hurt conversion.

Vardera gives you a pre-built category model you plug in via API. Authenticate listings at submission, enrich descriptions automatically, and launch new categories in weeks instead of years.

The math: Replace a $25-30M authentication operation with an API that scales to any volume - and gets smarter with every item processed.

Authentication & Grading Bodies

Scale your capacity without compromising your standard

Demand for authenticated and graded items is surging. Your turnaround times are stretching. You need to process more volume without lowering the accuracy your reputation is built on. Vardera's category models serve as a first-pass analysis layer - flagging counterfeits, pre-grading items, and surfacing edge cases for your human experts. Your team focuses on judgment calls. The AI handles throughput.

black Gucci leather shoulder bag
black Gucci leather shoulder bag

Auction Houses

Clear your backlog. Enter new categories. Grow.

Your consignment pipeline is months behind. You're turning down submissions in categories you don't have specialists for. Every week you lose deals to faster competitors. Vardera's ingestion engine processes your entire intake - identifying items, assessing condition, writing catalog descriptions, and flagging high-value pieces - in seconds. Your specialists spend their time on sourcing and client relationships, not data entry.

Trust and attention to detail

Why Vardera

Not a point solution. A platform

Other tools solve one problem in one category. Vardera provides the full stack - authentication, grading, valuation, catalog enrichment - across every asset category, from a single API.

A data moat that compounds

300M+ items and growing. Every item processed makes every model smarter. This isn't a static tool - it's infrastructure that improves with scale.

Built for your stack, not instead of it

Fits into your existing listing flow, consignment pipeline, or authentication workflow. No platform migration. No change management.

The team that built it

Domain experts who've spent years in the trenches of asset valuation and authentication, paired with ML engineers who've built production-grade models at scale.

Luxury Items

6

Fine Art

8

Coins & Currency

5
Ancient Gold Coin

Approve

Rare Silver Dollar

Rejected

Commemorative Coin Set

Approved via

Vardera Coin AI

19th Century Coin

Approved via

Vardera Coin AI

Ancient Roman Denarius

Possible fake

Luxury Items

6

Fine Art

8

Coins & Currency

5
Ancient Gold Coin

Approve

Rare Silver Dollar

Rejected

Commemorative Coin Set

Approved via

Vardera Coin AI

19th Century Coin

Approved via

Vardera Coin AI

Ancient Roman Denarius

Possible fake

Automate with Vardera

Your platform.
Expert-grade intelligence.

Whether you're managing 25,000 new listings a month or powering a high-volume collectibles marketplace, Vardera delivers the authentication and valuation infrastructure required to scale trust without adding manual experts.