PDF extraction, image OCR via EasyOCR, audio transcription via Whisper, 12+ file formats ingested, processed, and verified through the same engine.
Process and verify content across every modality.
PDF, DOCX, XLSX with full OCR. Extract claims from structured and unstructured documents.
EasyOCR powered text extraction from images. Verify visual content against source data.
Whisper powered transcription. Verify spoken claims against documentary evidence.
Xybern ingests content across modalities, extracts claims, and verifies each one through the same engine.
Upload PDFs, images, audio, or documents. The system detects the content type and routes to the appropriate processor.
Text is extracted via OCR, transcription, or parsing. Individual claims are decomposed from the extracted content.
Every claim is mapped to evidence sources and scored. A composite trust score is generated for the full content.
PDF / Image / Audio / Document
OCR → Transcription → Parsing → Claims
Decompose → Verify → Score → Govern
Trust scored · Claims verified · All modalities
Dedicated pipelines tuned for each content type, unified by a single verification engine.
PDF, DOCX, and XLSX files are parsed page by page. Tables, headers, and footnotes are structurally mapped before claim extraction begins.
EasyOCR extracts text from scanned documents, screenshots, and photographs. Layout analysis preserves reading order and spatial context.
Whisper transcribes speech to text with speaker diarization. Timestamped claims are extracted and mapped to documentary evidence.
Documents, images, audio, and more.
Average extraction and verification latency.
Across OCR, transcription, and parsing.
Multi-language OCR and transcription.
Submit any supported file type to the unified verification endpoint. The engine detects the content type, extracts claims, and returns a full trust assessment.
Submit a file URL or upload binary. Specify content type and verification context for optimized processing.
Receive trace ID, pages processed, claims extracted, composite trust score, and governance outcome in a single response.
Bearer token authentication with workspace scoped API keys. All requests are logged to the Provenance Vault.
// Request
{
"file_url": "s3://bucket/report.pdf",
"type": "document",
"context": "financial-review"
}
// Response
{
"trace_id": "trc_mm_4a8b2c",
"pages_processed": 42,
"claims_extracted": 18,
"trust_score": 0.89,
"governance": "PASS"
}Deploy multi-modal verification across your entire content pipeline.