MarginT's Proof-of-Data protocol detects synthetic content, tracks provenance, and scores every data point before it enters your AI pipeline. Try it below.
10M+
Verifications Daily
99.7%
Detection Accuracy
<50ms
Avg. Latency
99.9%
API Uptime
The Crisis
As AI systems consume their own generated content, "model collapse" threatens to degrade outputs. Decentralized data networks are flooded with bot-submitted noise. Without verification, the AI economy runs on digital trash.
73%
of enterprises rank data quality as top AI concern
$4.2T
AI market by 2028 depends on clean data
The Product
Built for production workloads. Deployed by teams verifying millions of data points daily.
2.4M
Verifications Today
99.7%
Accuracy Rate
42ms
Avg. Response
Multi-modal detection processing text, image, and video through embedding similarity, synthetic fingerprinting, and anomaly detection vectors.
Learn More →Cryptographic metadata wrapper with a quality score (0-1) for every data point. Immutable trust records that follow data through its lifecycle.
Learn More →Single-line integration. RESTful API with SDKs for Python, JavaScript, and Go. Enterprise SLAs with 99.9% uptime and sub-50ms response.
View Docs →Use Cases
Fortune 500 companies use MarginT as a Quality Gate, auditing massive datasets to ensure they are free of copyright-infringing synthetic content and duplicates before expensive compute runs.
Try the Sandbox →In subnet architectures like Bittensor, MarginT serves as the Validator's Validator — providing standardized trust metrics to slash bad actors and reward high-quality contributors fairly.
Read Integration Guide →Buyers purchase datasets with confidence. MarginT provides a Blue Checkmark for data — significantly increasing market value by proving authenticity and human origin.
View Pricing →financial-reports-2024.zip
MarginT Score: 0.94 — Verified Authentic
How It Works
Data enters via API, SDK, or file upload. Works with any text, image, or video format.
Three parallel detection vectors run embedding similarity, fingerprinting, and anomaly checks.
Every data point receives a MarginT Score (0-1) and a cryptographic Proof-of-Data record.
Only high-score data triggers expensive compute. Bad actors get slashed. Buyers see verified badges.
Free Developer Tier includes 1,000 verifications per month. No credit card required.
Enterprise plans available with dedicated support and custom SLAs.
