The extraction pipeline built for production AI teams.
DataDistill combines OCR, vision-language models, and native agents into one pipeline. Every extracted field is tagged with its source pixel, so you can trace any value back to where it came from.
Smart ingestion
Drag-and-drop, SFTP, S3, or direct API. 15+ formats, multi-modal, handwriting detection.
Governed extraction
Hybrid OCR + context-aware VLMs. Field-level confidence. Schema validation. Agent cross-checks on anything below threshold.
Verified output
Every field carries pixel-level source coordinates. Export to Parquet, JSON, CSV, or stream via webhook.
Six capabilities you'll actually use.
Every one of these was earned by a production incident somewhere. Every one is load-bearing.
Hybrid OCR + VLM accuracy
Layout-aware computer vision reads structure. VLMs read meaning. An agent reconciles both.
Pixel-level provenance
Every extracted value tagged with page and bounding box. Click any field to jump to the source.
High-velocity pipelines
Horizontally scalable workers with automatic queuing. 1,200 docs/minute on standard tiers. Burst to 10k+ on Enterprise.
Native agentic workflows
Agents reason over extracted data, flag discrepancies, cross-reference external sources, and escalate to humans when needed.
Custom schemas
Define output in pure JSON Schema. Models adapt to your field names, types, and business invariants. No fine-tuning required.
Event-driven delivery
Webhooks fire the moment extraction completes. Exponential backoff. HMAC signatures. Replay protection.
Retention you control.
Set custom retention per project — from 0-day instant deletion to permanent verifiable archives. One-click GDPR erasure. Customer audit logs retained two years.
Drop it in your pipeline today.
No credit card. No setup fee. First 1,000 pages free.