Stop typing data from documents.
SunnyExtract helps operational teams process document-heavy workflows: extract structured data, detect exceptions, and export clean outputs to your systems.
Built for teams where document processing is already an operational bottleneck.
SunnyExtract is for companies processing recurring document workflows, not one-off OCR tasks.
The hidden cost of document-heavy operations
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
How it works
A four-step process that takes documents in and delivers structured, verified data out.
Send documents
Documents arrive through UI, email, API, webhook or ZIP upload.
OCR and AI extraction
The engine reads business documents — scans, photos, PDFs — and extracts the fields into a normalized schema. OCR is the input; the rules that follow are the product.
Review exceptions
Unclear, inconsistent or risky cases are separated for human review.
Export to your systems
Outputs are delivered as JSON, CSV, audit trail or system-ready payloads.
Built for document-heavy operations
Operations teams across industries deal with high volumes of messy documents. SunnyExtract brings structure, cross-checks, and exception routing to the workflows that slow you down.
Construction & Property Operations
Classify scattered worksite documents by project, supplier, and cost center.
Accounting & Back-office
Automate repetitive invoice entry and cross-check totals before posting.
Logistics & Customs
Reconcile packing lists and Bills of Lading before data enters customs.
Franchise & Multi-location Operators
Centralize chaotic supplier document intake across your entire store network.
Technical case studies
See how the extraction engine solves real operational bottlenecks — the challenge, the schema, and the structured payload that comes out.
Request a private workflow review
Tell us how your document workflow works today. We review every request manually and prepare demos around real operational needs.
Request private workflow review