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Defacta

Verify claims, catch hallucinations, and expose manipulation in content

Defacta
Defacta
Defacta
Defacta

Defacta filters hallucinations and verifies text against credible sources. It checks claims against citations, scores source credibility, and flags bias, manipulation, and deception, returning a timestamped, auditable record with confidence scores. Use it to vet AI outputs, articles, and filings before they reach clients. Results arrive as structured JSON you can store or attach to deliverables. Access via REST API, MCP within AI assistants, and pipeline connectors is coming soon. A basic version is free.

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defacta

Topics

Journalism Fraud Detection Ai Governance Due Diligence Content

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July 12, 2026
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