PureVector: AI Detection for Enterprise Trust

PureVector by STELR AI ensures verifiable authenticity in an AI-driven world. It detects and classifies AI-generated vs. human content across enterprise data pipelines, ensuring compliance, provenance, and content integrity for regulated industries and public institutions.

Live Detection Preview
PureVector detection dashboard

Real-time analysis with confidence scores and compliance-ready metadata.

Trusted by Leaders in AI and Compliance

AWS logo Pinecone logo Weaviate logo logo Bedrock logo

"PureVector transformed how we verify student submissions, ensuring academic integrity with unmatched accuracy."

Dr. Emily Chen, Dean of Academic Affairs

"With PureVector, we confidently gate AI-generated content before it reaches our publishing pipeline."

Mark Thompson, Chief Editor, Global News

"PureVector’s compliance-ready metadata is a game-changer for our legal workflows."

Sarah Rodriguez, General Counsel

Why PureVector is Unmatched

1

Pinpoint Accuracy

Advanced hybrid models deliver 92%+ accuracy in distinguishing AI vs human content, with confidence scores you can trust.

2

Compliance Built-In

Meets EU AI Act, SOC 2, and NYDFS requirements with auditable metadata for regulatory peace of mind.

3

Seamless Integration

Integrates with AWS S3, Lambda, Pinecone, and Weaviate for real-time content verification in your workflows.

Verify Content in Three Simple Steps

  1. 1
    Stream: Send text or files to the /purevector/detect endpoint or integrate with your S3 bucket for real-time scanning.
  2. 2
    Detect: PureVector’s hybrid models analyze stylometric signals to classify content as Human, AI, or Abstained for ambiguous cases.
  3. 3
    Govern: Receive detailed metadata, confidence scores, and timestamps for compliance and audit-ready workflows.
Quickstart (cURL)
curl -X POST "https://api.stelrai.com/purevector/detect" \
  -H "x-api-key: <your-api-key>" \
  -H "Content-Type: application/json" \
  -d '{"content":"Your text here","mime_type":"text/plain"}'
          

Response includes label, confidence, and metadata.

Full API Documentation

Clear, Actionable Results

PureVector delivers precise classification with confidence scores and metadata for immediate decision-making.

{
  "status": "trusted",
  "who": "Human",
  "confidence": 0.92,
  "abstained": false,
  "model": "PureVector-v2",
  "timestamp": "2025-09-15T12:28:00Z"
}
      

Built for Compliance

PureVector ensures your workflows meet the highest regulatory standards with auditable, tamper-proof metadata.

EU AI Act
SOC 2
NYDFS 500.13
Education Integrity
Internal Audit Support

Secure Your Content Pipeline Today

Join thousands of organizations trusting PureVector to verify content authenticity. Start now with our free demo or API key.