SunnyExtract helps operational teams process document-heavy workflows: extract structured data, detect exceptions, and export clean outputs to your systems.
Built for companies that process high volumes of PDFs, emails, scans, forms and operational documents.
Many companies still rely on manual back-office work to open PDFs, copy data, review delivery notes, classify invoices, cross-check documents and prepare CSVs.
Manual data entry
Slow back-office workflows
Errors in operational documents
Disconnected PDFs and emails
Repetitive review
Delayed exports
Expensive human processing
A four-step process that takes documents in and delivers structured, verified data out.
Documents arrive through UI, email, API, webhook or ZIP upload.
The engine reads business documents and extracts fields into a normalized schema.
Unclear, inconsistent or risky cases are separated for human review.
Outputs are delivered as JSON, CSV, audit trail or system-ready payloads.
Operations teams across industries deal with high volumes of documents that require consistent extraction and review.
Classify documents by project, property, supplier or cost center.
Reduce repetitive review and prepare clean exports.
Cross-check operational data before it enters internal systems.
Centralize document intake from many locations.
Documents reach SunnyExtract through whatever channel your team already uses.
Web UI
Email inbox
API
Webhook
ZIP upload
Clean, structured data ready for your systems, with a full audit trail and human-review outputs where needed.
Structured JSON
CSV exports
Audit trail
Original files
Exception list
Validation notes
System-ready payloads
Tell us how your document workflow works today. We review every request manually and prepare demos around real operational needs.