mike_c just transformed a 1989 Ken Griffey Jr. rookie card 3 users watching your card category right now sarah_t upgraded to Pro — unlocked 4K + batch processing 47 cards transformed in the last hour — 89% quality gate pass rate ⏰ Pro plan at $9/mo — 12 spots left at launch price mike_c just transformed a 1989 Ken Griffey Jr. rookie card 3 users watching your card category right now sarah_t upgraded to Pro — unlocked 4K + batch processing 47 cards transformed in the last hour — 89% quality gate pass rate ⏰ Pro plan at $9/mo — 12 spots left at launch price
Live Platform · WAN 2.1 AI Engine

Transforming Physical Cards
into AI-Animated Media

CARDBREAK XR is a programmable media transformation platform. Upload any sports card — our pipeline delivers a studio-quality animated video in under 60 seconds.

$50B+
Collectibles Market
5-Stage
AI Pipeline
<60s
Time to Video
$0.20
Cost Per Transform
How It Works
From Physical Card to Animated Video in 4 Steps
Step 01
📸
Capture & Analyze
Upload a photo or use your camera. Our quality engine scores sharpness, brightness, contrast, and noise before accepting the image.
Step 02
🧠
Semantic Interpretation
The platform detects sport, player, era, and condition — extracting structured metadata to drive a sport-aware prompt.
Step 03
🎬
AI Video Generation
WAN 2.1 Image-to-Video (via fal.ai) renders a 480p–720p animated video from the card image. Async job with live status polling.
Step 04
🛡️
Quality Gate & Registry
Output is validated with optical flow + jitter detection. Passing assets are registered with full provenance and lifecycle tracking.
Market Opportunity
Three Addressable Markets
Starting with sports collectibles as a beachhead, expanding to media infrastructure and applied AI provenance.
$50B+
Sports Collectibles
Trading cards, memorabilia, and licensed sports assets. High-intent buyers with proven willingness to pay for digital transformation.
Beachhead — Now
$100B+
Media Infrastructure
B2B embedding for card platforms, auction houses, and sports leagues. API licensing to white-label our transformation engine.
Phase 2 — 2025
$200B+
Applied AI Provenance
Quality frameworks, provenance SaaS, and custom validation pipelines for any physical-to-digital media workflow.
Phase 3 — 2026
Traction
Platform Metrics
0
Cards Transformed
—%
Pipeline Success Rate
—
Avg Quality Score
$0.20
Cost Per Transform
Live platform — pipeline operational · fal.ai WAN 2.1 engine active Checking...
Why Us
Competitive Defensibility
Four proprietary layers that create compounding advantages over generic AI video tools.
Proprietary Quality Framework
Domain-trained scoring on video stability, optical flow, jitter, and motion quality. Not a generic ML model — purpose-built for collectibles media.
Policy-Driven Prompt Intelligence
Decision engine that maps sport → player → era → condition into structured animation prompts. Gets smarter with more domain data.
Deterministic, Auditable Architecture
Every decision is logged, versioned, and replayable. Enterprise-ready from day one. Provenance chain from physical card to final video asset.
Physical-Digital Bridge
We connect physical authenticity with AI-generated media and digital ownership. No other platform provides this full stack for collectibles.
Pricing
Simple, Credit-Based Pricing
Start free. Scale with Pro. No hidden fees.
⏰ Launch Offer — Ends in 23:47
Pro plan 69% off launch: $29/mo $9/mo — 12 spots left
Free
$0/mo
5 transforms / month
480p output
Quality analysis dashboard
Watermarked output
No batch processing
Ads between transforms
Pro
$9/mo $29
Unlimited transforms
4K + 720p output
No watermark
Batch: 50 cards
No ads ever
Version history + rollback
Enterprise
Custom
White-label API access
Custom quality policies
Dedicated pipeline
SLA + support
Provenance SaaS
Volume pricing
Social Proof
What Collectors Are Saying
"CARDBREAK XR transformed my entire Griffey collection in under an hour. The quality gate rejected 2 blurry scans before I even noticed — it saved me from bad outputs."
— @mikec_cards · 847 cards transformed
"I was skeptical about the AI quality, but the WAN 2.1 model blew me away. My 1986 Fleer Jordan card came out like a Hollywood production. Pro plan paid for itself in one week."
— @hoop_vault · 234 cards transformed
"The provenance tracking alone is worth it for our auction platform. Every card has a full chain from original scan to final video. Our buyers trust the output."
— @CardVault_Pro · B2B Partner
Image Capture & Upload
Drop sports card image here
JPG, PNG, WebP · Max 10MB · High-res recommended
Card Metadata
Uses 1 credit · 480p (Free)
Live Pipeline Monitor
Image Capture & Quality Analysis
Sharpness · Brightness · Contrast · Noise
↓
Semantic Interpretation
Sport · Player · Era · Condition
↓
Prompt Intelligence Engine
Policy-Driven · Animation Style Mapping
↓
AI Video Generation (WAN 2.1)
fal.ai · Real Image-to-Video · Async
↓
Output Validation & Quality Gate
Optical Flow · Jitter · Auto-Reject
↓
Persistent Media Asset
Provenance · Lifecycle · Registry
Upload a card image and click Transform to begin
Technical Deep-Dive

Pipeline Architecture v2.2.0

Decision-backed, quality-gated transformation pipeline. Every stage is deterministic, versioned, and auditable.
Pipeline Stages
1. Physical Object
Real-world sports card or collectible — the source of truth.
↓
2. Image Capture & Quality Analysis
Sharpness ≥ 35 · Brightness ≥ 20 · Contrast ≥ 25 · Overall ≥ 40. Rejects below threshold before wasting compute.
↓
3. Semantic Interpretation
Sport · Player · Era · Condition · Visual metadata extracted from image and user input.
↓
4. Prompt Intelligence (Policy-Driven)
Maps semantic signals to structured animation prompts. Enforces sport-specific rules. Deterministic decision engine.
↓
5. AI Video Generation — WAN 2.1 via fal.ai
Image-to-Video · 480p ($0.20) or 720p ($0.40) · Async job polling · Base64 input supported.
↓
6. Output Validation & Quality Gates
Stability ≥ 60 · Motion Quality ≥ 60 · Jitter detection · Frame consistency · Auto-reject on failure.
↓
7. Persistent Media Asset with Provenance
Source → Transformation → Output. Full lifecycle tracking. Reprocessing hooks. Media Registry.
Technical Stack
Capture & AnalysisCustom CV Algorithms
Prompt IntelligencePolicy-Driven Engine
Video GenerationWAN 2.1 via fal.ai
Quality ValidationCustom Optical Flow
Media RegistryIn-Memory → D1 SQLite
Backend RuntimeHono + Cloudflare Workers
DeploymentCloudflare Pages (Edge)
Live Pipeline Health
Capture & AnalysisOnline
Prompt IntelligenceOnline
WAN 2.1 Video (fal.ai)Checking...
Quality ValidationOnline
Media RegistryOnline
Session Statistics
0
Total Assets
0
Completed
0
Rejected
0
Processing
—
Avg Quality
—%
Success Rate

Media Registry

Full provenance and lifecycle tracking per asset
Asset ID Name Sport Status Quality Pipeline v Created Actions
No assets in registry yet — transform a card in the Demo tab