# Dokyumi

> Dokyumi is a no-code document parsing API platform. Describe your document, define a schema, and extract structured JSON through one shared API.

## What we do

Dokyumi lets you create custom document extraction schemas without writing code. Describe what data you want to extract, then send a file and the schema slug to the shared extraction endpoint. Dokyumi handles OCR, AI-powered parsing, field validation, and structured JSON output.

## Core Pipeline

Two-stage AI pipeline:
1. **OCR** — Mistral OCR for PDFs and scans, Gemini transcription for images (both via OpenRouter)
2. **Claude** — intelligent field mapping against your custom schema

OCR caching: identical documents can skip the OCR step on repeat extractions.

## Key Features

- **Schema-first extraction**: Define exactly which fields you want in plain English or via AI inference
- **Schema-selected API**: Send each supported document to POST /api/v1/extract and choose the schema with its slug
- **Structured response**: Model-produced data with a confidence map and validation details; inspect review results before use
- **OCR Caching**: Repeat files can reuse cached OCR to reduce processing work; each extraction still consumes credits
- **White-Label Portals**: Branded upload interfaces for your customers (all plans include at least one white-label site)
- **Upload-site webhooks**: Completed documents submitted through a configured white-label site can be delivered by webhook; direct API calls return synchronously
- **Bearer token authentication**: Works with any HTTP client
- **Status handling**: Successful responses return "completed" or "review"; failures use non-2xx error envelopes

## Supported Document Types

Invoices, bank statements, pay stubs, W-2/1099 tax forms, 1040 returns, explanations of benefits (EOBs), medical bills, insurance declaration pages, lease agreements, bills of lading, NDAs and legal contracts, customs declarations, and other schema-defined classes supplied in a supported file format.

## Supported File Formats

PDF, JPEG, PNG, TIFF, WEBP. Maximum file size: 20MB. Recommended minimum resolution: 150 DPI.

## API

### Extract endpoint
POST /api/v1/extract
- Authorization: Bearer {api_key}
- Body (multipart/form-data): file + schema (slug string)
- Returns: { id, status, request_id, schema, data, confidence, validation: { valid, errors, low_confidence_fields }, meta: { processing_time_ms, page_count, credits_used, ocr_cached, model } }
- Successful status is "completed" or "review"; review can reflect validation errors, reported low confidence, or both, so inspect both validation arrays; non-2xx responses return an error envelope

### Schemas endpoint
GET /api/v1/schemas
- Authorization: Bearer {api_key}
- Lists all active schemas available to the calling API key
- Returns: { schemas: [ { slug, name, description, ocr_mode, fields, extraction_count } ] }

## Pricing

Subscription plans (page-weighted credits, no overage billing):

- **Free**: $0/month — 25 extraction credits/month, 2 schemas, 1 white-label site
- **Starter**: $99/month — 500 extraction credits/month, 10 schemas, 5 white-label sites, priority support
- **Growth**: $499/month — 3,000 extraction credits/month, 50 schemas, 25 white-label sites, dedicated support
- **Enterprise**: quoted pricing (contact hello@dokyumi.com) — custom credit volume, documents beyond the 50-page limit, unlimited schemas and white-label sites, and schemas built and tuned for you

Billing unit: one extraction credit covers one document of up to 5 pages. Longer documents consume one additional credit per 5 pages (an 8-page bank statement = 2 credits). Every self-serve plan accepts documents up to 50 pages; longer documents are handled on Enterprise. There is no per-page metering and no overage billing — quotas are hard caps.

Each plan's monthly extraction quota is a hard cap — extractions pause when the quota is reached. Upgrade or contact us for higher volume; there is no per-extraction overage billing.

All plans include: AI schema inference, OCR caching, JSON export, REST API access, email support.

## Getting Started

1. Sign up at dokyumi.com (free, no credit card required)
2. Create an extraction schema by describing your document type
3. Generate an API key from the dashboard
4. POST a supported document and schema slug to /api/v1/extract, then inspect the structured response, status, confidence, and validation details

## API Documentation

Full API reference: https://dokyumi.com/docs

Includes: quickstart guide, authentication, error codes, TypeScript types, webhook setup, rate limits, retry logic patterns.

## Document AI Guides

- Topic hub: https://dokyumi.com/document-ai
- Worked custom schema -> request -> response guide: https://dokyumi.com/document-ai/custom-schema-extraction
- Build vs. buy decision matrix: https://dokyumi.com/document-ai/build-vs-buy

The hub separates four layers: file intake/OCR, extraction schema, validation/review, and destination mapping. The worked guide follows the current POST /api/v1/extract contract. The decision guide compares tooling categories without asserting named competitor features or performance.

## Process-specific extraction workflows (reviewed 2026-09-05)

Workflow index: https://dokyumi.com/workflows

Each process page includes its intake trigger, starter fields, synthetic output, reviewer checks, and expansion options. Starter schemas are editable configuration, not validated production integrations. Customer software owns cross-document matching, posting, routing, and business decisions.

- MCA bank statement intake: https://dokyumi.com/workflows/mca-bank-statement-intake
- Borrower income document intake: https://dokyumi.com/workflows/borrower-income-document-intake
- Self-employed borrower tax intake: https://dokyumi.com/workflows/self-employed-borrower-tax-intake
- Funding application CRM intake: https://dokyumi.com/workflows/funding-application-crm-intake
- Loan package intake: https://dokyumi.com/workflows/loan-package-intake
- AP invoice intake: https://dokyumi.com/workflows/ap-invoice-intake
- Invoice and PO matching preparation: https://dokyumi.com/workflows/invoice-po-matching-preparation
- Customer purchase order entry: https://dokyumi.com/workflows/customer-purchase-order-entry
- Vendor W-9 onboarding: https://dokyumi.com/workflows/vendor-w9-onboarding
- Remittance cash application preparation: https://dokyumi.com/workflows/remittance-cash-application
- COI renewal intake: https://dokyumi.com/workflows/coi-renewal-intake
- Policy renewal comparison preparation: https://dokyumi.com/workflows/policy-renewal-comparison
- Loss run submission intake: https://dokyumi.com/workflows/loss-run-submission-intake
- First notice of loss intake: https://dokyumi.com/workflows/first-notice-of-loss-intake
- Bill of lading shipment entry: https://dokyumi.com/workflows/bill-of-lading-shipment-entry
- Proof of delivery billing preparation: https://dokyumi.com/workflows/proof-of-delivery-billing
- Freight invoice audit preparation: https://dokyumi.com/workflows/freight-invoice-audit
- Customs document intake: https://dokyumi.com/workflows/customs-document-intake
- Lease rent schedule preparation: https://dokyumi.com/workflows/lease-rent-schedule
- Rent roll acquisition intake: https://dokyumi.com/workflows/rent-roll-acquisition-intake
- CAM reconciliation preparation: https://dokyumi.com/workflows/cam-reconciliation-preparation
- Tax season client intake: https://dokyumi.com/workflows/tax-season-client-intake
- Construction pay application review preparation: https://dokyumi.com/workflows/construction-pay-application-review
- Subcontractor lien waiver intake: https://dokyumi.com/workflows/subcontractor-lien-waiver-intake
- Merchant processor statement revenue intake: https://dokyumi.com/workflows/merchant-processor-statement-revenue-intake
- Business debt schedule transcription: https://dokyumi.com/workflows/business-debt-schedule-transcription
- Brokerage asset statement intake: https://dokyumi.com/workflows/brokerage-asset-statement-intake
- Equipment collateral schedule capture: https://dokyumi.com/workflows/equipment-collateral-schedule-capture
- Guarantor personal financial statement capture: https://dokyumi.com/workflows/guarantor-personal-financial-statement-capture
- Business balance sheet spreading inputs: https://dokyumi.com/workflows/business-balance-sheet-spreading-inputs
- Business profit and loss spreading inputs: https://dokyumi.com/workflows/business-profit-and-loss-spreading-inputs
- Borrowing base certificate intake: https://dokyumi.com/workflows/borrowing-base-certificate-intake
- Collateral appraisal summary intake: https://dokyumi.com/workflows/collateral-appraisal-summary-intake
- Loan payoff statement intake: https://dokyumi.com/workflows/loan-payoff-statement-intake
- Closing disclosure fee capture: https://dokyumi.com/workflows/closing-disclosure-fee-capture
- Promissory note servicing setup: https://dokyumi.com/workflows/promissory-note-servicing-setup
- Loan approval letter condition capture: https://dokyumi.com/workflows/loan-approval-letter-condition-capture
- Vehicle title collateral record capture: https://dokyumi.com/workflows/vehicle-title-collateral-record-capture
- SBA borrower information intake: https://dokyumi.com/workflows/sba-borrower-information-intake
- Loan servicing notice indexing: https://dokyumi.com/workflows/loan-servicing-notice-indexing
- Guaranty agreement obligation indexing: https://dokyumi.com/workflows/guaranty-agreement-obligation-indexing
- Vendor credit memo recovery intake: https://dokyumi.com/workflows/vendor-credit-memo-recovery-intake
- Employee expense report intake: https://dokyumi.com/workflows/employee-expense-report-intake
- Customer deduction claim intake: https://dokyumi.com/workflows/customer-deduction-claim-intake
- Receivables aging collection preparation: https://dokyumi.com/workflows/receivables-aging-collection-preparation
- Supplier balance statement intake: https://dokyumi.com/workflows/supplier-balance-statement-intake
- Corporate card statement expense capture: https://dokyumi.com/workflows/corporate-card-statement-expense-capture
- Payroll register journal preparation: https://dokyumi.com/workflows/payroll-register-journal-preparation
- Commission statement payout preparation: https://dokyumi.com/workflows/commission-statement-payout-preparation
- Deposit slip posting preparation: https://dokyumi.com/workflows/deposit-slip-posting-preparation
- Petty cash voucher capture: https://dokyumi.com/workflows/petty-cash-voucher-capture
- Check request approval preparation: https://dokyumi.com/workflows/check-request-approval-preparation
- Direct debit mandate record capture: https://dokyumi.com/workflows/direct-debit-mandate-record-capture
- Payment confirmation remittance record: https://dokyumi.com/workflows/payment-confirmation-remittance-record
- Escrow settlement accounting preparation: https://dokyumi.com/workflows/escrow-settlement-accounting-preparation
- Fixed asset disposal record capture: https://dokyumi.com/workflows/fixed-asset-disposal-record-capture
- Service completion accrual intake: https://dokyumi.com/workflows/service-completion-accrual-intake
- Trade confirmation settlement capture: https://dokyumi.com/workflows/trade-confirmation-settlement-capture
- Chargeback notice case preparation: https://dokyumi.com/workflows/chargeback-notice-case-preparation
- Gift card settlement statement capture: https://dokyumi.com/workflows/gift-card-settlement-statement-capture
- ACORD commercial application intake: https://dokyumi.com/workflows/acord-commercial-application-intake
- Insurance endorsement register capture: https://dokyumi.com/workflows/insurance-endorsement-register-capture
- Insured property schedule intake: https://dokyumi.com/workflows/insured-property-schedule-intake
- Claim repair estimate intake: https://dokyumi.com/workflows/claim-repair-estimate-intake
- Claim correspondence deadline capture: https://dokyumi.com/workflows/claim-correspondence-deadline-capture
- Premium audit worksheet intake: https://dokyumi.com/workflows/premium-audit-worksheet-intake
- Cancellation and reinstatement notice intake: https://dokyumi.com/workflows/cancellation-and-reinstatement-notice-intake
- Workers compensation payroll exposure intake: https://dokyumi.com/workflows/workers-compensation-payroll-exposure-intake
- Commercial fleet schedule intake: https://dokyumi.com/workflows/commercial-fleet-schedule-intake
- Property inspection finding capture: https://dokyumi.com/workflows/property-inspection-finding-capture
- Insurance binder record intake: https://dokyumi.com/workflows/insurance-binder-record-intake
- Insurance quote proposal preparation: https://dokyumi.com/workflows/insurance-quote-proposal-preparation
- Agency commission statement reconciliation inputs: https://dokyumi.com/workflows/agency-commission-statement-reconciliation-inputs
- Subrogation demand intake: https://dokyumi.com/workflows/subrogation-demand-intake
- Claim settlement statement capture: https://dokyumi.com/workflows/claim-settlement-statement-capture
- Risk engineering recommendation register: https://dokyumi.com/workflows/risk-engineering-recommendation-register
- Carrier rate confirmation intake: https://dokyumi.com/workflows/carrier-rate-confirmation-intake
- Packing list receiving preparation: https://dokyumi.com/workflows/packing-list-receiving-preparation
- Shipment arrival notice intake: https://dokyumi.com/workflows/shipment-arrival-notice-intake
- Delivery exception report capture: https://dokyumi.com/workflows/delivery-exception-report-capture
- Container release order capture: https://dokyumi.com/workflows/container-release-order-capture
- Warehouse receipt inventory intake: https://dokyumi.com/workflows/warehouse-receipt-inventory-intake
- Container interchange condition capture: https://dokyumi.com/workflows/container-interchange-condition-capture
- Scale weight ticket capture: https://dokyumi.com/workflows/scale-weight-ticket-capture
- Dangerous goods declaration intake: https://dokyumi.com/workflows/dangerous-goods-declaration-intake
- Commercial invoice landed cost inputs: https://dokyumi.com/workflows/commercial-invoice-landed-cost-inputs
- Shipment booking confirmation capture: https://dokyumi.com/workflows/shipment-booking-confirmation-capture
- Dock appointment confirmation intake: https://dokyumi.com/workflows/dock-appointment-confirmation-intake
- Warehouse pick ticket capture: https://dokyumi.com/workflows/warehouse-pick-ticket-capture
- Returns authorization receiving intake: https://dokyumi.com/workflows/returns-authorization-receiving-intake
- Carrier damage claim preparation: https://dokyumi.com/workflows/carrier-damage-claim-preparation
- Demurrage and detention charge intake: https://dokyumi.com/workflows/demurrage-and-detention-charge-intake
- Parcel surcharge invoice review inputs: https://dokyumi.com/workflows/parcel-surcharge-invoice-review-inputs
- Export permit record indexing: https://dokyumi.com/workflows/export-permit-record-indexing
- Freight carrier settlement intake: https://dokyumi.com/workflows/freight-carrier-settlement-intake
- Commercial property T12 intake: https://dokyumi.com/workflows/commercial-property-t12-intake
- Lease amendment register capture: https://dokyumi.com/workflows/lease-amendment-register-capture
- Tenant application record preparation: https://dokyumi.com/workflows/tenant-application-record-preparation
- Security deposit ledger intake: https://dokyumi.com/workflows/security-deposit-ledger-intake
- Move-in inspection checklist capture: https://dokyumi.com/workflows/move-in-inspection-checklist-capture
- Move-out damage estimate preparation: https://dokyumi.com/workflows/move-out-damage-estimate-preparation
- Tenant estoppel certificate intake: https://dokyumi.com/workflows/tenant-estoppel-certificate-intake
- Property tax notice accounting intake: https://dokyumi.com/workflows/property-tax-notice-accounting-intake
- HOA resale statement intake: https://dokyumi.com/workflows/hoa-resale-statement-intake
- Property mortgage statement accounting inputs: https://dokyumi.com/workflows/property-mortgage-statement-accounting-inputs
- Property utility allocation statement capture: https://dokyumi.com/workflows/property-utility-allocation-statement-capture
- Property management owner statement capture: https://dokyumi.com/workflows/property-management-owner-statement-capture
- Maintenance proposal work order preparation: https://dokyumi.com/workflows/maintenance-proposal-work-order-preparation
- Tenant rent change notice indexing: https://dokyumi.com/workflows/tenant-rent-change-notice-indexing
- Recorded deed ownership register capture: https://dokyumi.com/workflows/recorded-deed-ownership-register-capture
- Title commitment exception indexing: https://dokyumi.com/workflows/title-commitment-exception-indexing
- Property purchase contract deadline capture: https://dokyumi.com/workflows/property-purchase-contract-deadline-capture
- Subcontract change order intake: https://dokyumi.com/workflows/subcontract-change-order-intake
- Certified payroll submission intake: https://dokyumi.com/workflows/certified-payroll-submission-intake
- Subcontractor bid capture: https://dokyumi.com/workflows/subcontractor-bid-capture
- Material submittal register capture: https://dokyumi.com/workflows/material-submittal-register-capture
- Request for information log intake: https://dokyumi.com/workflows/request-for-information-log-intake
- Architect field instruction intake: https://dokyumi.com/workflows/architect-field-instruction-intake
- Site inspection observation capture: https://dokyumi.com/workflows/site-inspection-observation-capture
- Daily construction report capture: https://dokyumi.com/workflows/daily-construction-report-capture
- Construction timesheet cost coding inputs: https://dokyumi.com/workflows/construction-timesheet-cost-coding-inputs
- Project material delivery intake: https://dokyumi.com/workflows/project-material-delivery-intake
- Equipment rental ticket intake: https://dokyumi.com/workflows/equipment-rental-ticket-intake
- Concrete batch ticket capture: https://dokyumi.com/workflows/concrete-batch-ticket-capture
- Field work order cost capture: https://dokyumi.com/workflows/field-work-order-cost-capture
- Construction meeting action register: https://dokyumi.com/workflows/construction-meeting-action-register
- Schedule progress report intake: https://dokyumi.com/workflows/schedule-progress-report-intake
- Construction bond record capture: https://dokyumi.com/workflows/construction-bond-record-capture
- Permit inspection card indexing: https://dokyumi.com/workflows/permit-inspection-card-indexing
- Site safety incident report intake: https://dokyumi.com/workflows/site-safety-incident-report-intake
- Waste haul disposal ticket capture: https://dokyumi.com/workflows/waste-haul-disposal-ticket-capture
- Tax notice response preparation: https://dokyumi.com/workflows/tax-notice-response-preparation
- Sales tax return bookkeeping capture: https://dokyumi.com/workflows/sales-tax-return-bookkeeping-capture
- Business personal property declaration capture: https://dokyumi.com/workflows/business-personal-property-declaration-capture
- Payroll tax return reconciliation inputs: https://dokyumi.com/workflows/payroll-tax-return-reconciliation-inputs
- Tax payment confirmation capture: https://dokyumi.com/workflows/tax-payment-confirmation-capture
- Estimated tax voucher intake: https://dokyumi.com/workflows/estimated-tax-voucher-intake
- Tax extension acknowledgment indexing: https://dokyumi.com/workflows/tax-extension-acknowledgment-indexing
- Tax organizer response capture: https://dokyumi.com/workflows/tax-organizer-response-capture
- Rental property tax worksheet intake: https://dokyumi.com/workflows/rental-property-tax-worksheet-intake
- Charitable contribution receipt capture: https://dokyumi.com/workflows/charitable-contribution-receipt-capture
- Supplier registration form intake: https://dokyumi.com/workflows/supplier-registration-form-intake
- Supplier banking change form capture: https://dokyumi.com/workflows/supplier-banking-change-form-capture
- Supplier tax exemption certificate intake: https://dokyumi.com/workflows/supplier-tax-exemption-certificate-intake
- Supplier quality certification register: https://dokyumi.com/workflows/supplier-quality-certification-register
- Supplier sustainability questionnaire capture: https://dokyumi.com/workflows/supplier-sustainability-questionnaire-capture
- Supplier quotation line item capture: https://dokyumi.com/workflows/supplier-quotation-line-item-capture
- Supplier order acknowledgment intake: https://dokyumi.com/workflows/supplier-order-acknowledgment-intake
- Supplier audit corrective action intake: https://dokyumi.com/workflows/supplier-audit-corrective-action-intake
- Supplier product price list capture: https://dokyumi.com/workflows/supplier-product-price-list-capture
- Vendor master amendment intake: https://dokyumi.com/workflows/vendor-master-amendment-intake
- Supplier onboarding questionnaire capture: https://dokyumi.com/workflows/supplier-onboarding-questionnaire-capture
- Purchase requisition intake: https://dokyumi.com/workflows/purchase-requisition-intake
- Employee onboarding form intake: https://dokyumi.com/workflows/employee-onboarding-form-intake
- Employment offer term capture: https://dokyumi.com/workflows/employment-offer-term-capture
- Leave request record preparation: https://dokyumi.com/workflows/leave-request-record-preparation
- Training certificate register capture: https://dokyumi.com/workflows/training-certificate-register-capture
- Professional license register intake: https://dokyumi.com/workflows/professional-license-register-intake
- Performance review record capture: https://dokyumi.com/workflows/performance-review-record-capture
- Employment separation checklist intake: https://dokyumi.com/workflows/employment-separation-checklist-intake
- Time off balance statement capture: https://dokyumi.com/workflows/time-off-balance-statement-capture
- Employee travel authorization intake: https://dokyumi.com/workflows/employee-travel-authorization-intake
- Contractor timesheet approval inputs: https://dokyumi.com/workflows/contractor-timesheet-approval-inputs
- Customer contract commercial term capture: https://dokyumi.com/workflows/customer-contract-commercial-term-capture
- Statement of work deliverable intake: https://dokyumi.com/workflows/statement-of-work-deliverable-intake
- Master services agreement register: https://dokyumi.com/workflows/master-services-agreement-register
- Contract renewal notice indexing: https://dokyumi.com/workflows/contract-renewal-notice-indexing
- Contract termination notice capture: https://dokyumi.com/workflows/contract-termination-notice-capture
- Software license agreement register: https://dokyumi.com/workflows/software-license-agreement-register
- Data processing agreement clause indexing: https://dokyumi.com/workflows/data-processing-agreement-clause-indexing
- Purchase agreement obligation register: https://dokyumi.com/workflows/purchase-agreement-obligation-register
- Assignment agreement record intake: https://dokyumi.com/workflows/assignment-agreement-record-intake
- Contract amendment change register: https://dokyumi.com/workflows/contract-amendment-change-register
- Litigation invoice expense capture: https://dokyumi.com/workflows/litigation-invoice-expense-capture
- Court filing docket record capture: https://dokyumi.com/workflows/court-filing-docket-record-capture
- Legal demand letter intake: https://dokyumi.com/workflows/legal-demand-letter-intake
- Corporate resolution register: https://dokyumi.com/workflows/corporate-resolution-register
- Certificate of analysis lot intake: https://dokyumi.com/workflows/certificate-of-analysis-lot-intake
- Certificate of conformance register: https://dokyumi.com/workflows/certificate-of-conformance-register
- First article inspection report capture: https://dokyumi.com/workflows/first-article-inspection-report-capture
- Nonconformance report intake: https://dokyumi.com/workflows/nonconformance-report-intake
- Corrective action report register: https://dokyumi.com/workflows/corrective-action-report-register
- Calibration certificate equipment register: https://dokyumi.com/workflows/calibration-certificate-equipment-register
- Maintenance service report capture: https://dokyumi.com/workflows/maintenance-service-report-capture
- Production work order intake: https://dokyumi.com/workflows/production-work-order-intake
- Batch manufacturing record indexing: https://dokyumi.com/workflows/batch-manufacturing-record-indexing
- Material safety data sheet indexing: https://dokyumi.com/workflows/material-safety-data-sheet-indexing
- Technical specification sheet capture: https://dokyumi.com/workflows/technical-specification-sheet-capture
- Equipment test report capture: https://dokyumi.com/workflows/equipment-test-report-capture
- Supplier deviation request intake: https://dokyumi.com/workflows/supplier-deviation-request-intake
- Return material analysis report intake: https://dokyumi.com/workflows/return-material-analysis-report-intake
- Product warranty claim intake: https://dokyumi.com/workflows/product-warranty-claim-intake
- Grant application intake: https://dokyumi.com/workflows/grant-application-intake
- Grant award letter register: https://dokyumi.com/workflows/grant-award-letter-register
- Grant expenditure report capture: https://dokyumi.com/workflows/grant-expenditure-report-capture
- Donation pledge form intake: https://dokyumi.com/workflows/donation-pledge-form-intake
- Restricted donation acknowledgment indexing: https://dokyumi.com/workflows/restricted-donation-acknowledgment-indexing
- Volunteer registration form intake: https://dokyumi.com/workflows/volunteer-registration-form-intake
- Municipal permit application capture: https://dokyumi.com/workflows/municipal-permit-application-capture
- Public records request intake: https://dokyumi.com/workflows/public-records-request-intake

## Pain-first questions (reviewed 2026-09-01)

Answer-first pages for teams that know the symptom but not the category name. Each page carries a usable artifact (JSON Schema plus expected output, a validation checklist, or a decision table), a terminology bridge, external sources, and a visible review date.

- Index: https://dokyumi.com/questions
- How do I stop manually entering invoices?: https://dokyumi.com/questions/stop-manually-entering-invoices
- How do I extract tables from bad scans?: https://dokyumi.com/questions/extract-tables-from-bad-scans
- How do I turn PDFs into JSON my code can validate?: https://dokyumi.com/questions/pdf-to-json-my-code-can-validate
- How do I process documents whose layouts are all different?: https://dokyumi.com/questions/documents-with-different-layouts
- OCR gets the numbers wrong - how do I catch it before it hits accounting?: https://dokyumi.com/questions/catch-ocr-number-errors-before-accounting
- How do I extract line items when they span multiple pages?: https://dokyumi.com/questions/line-items-across-multiple-pages
- How do I pull data from handwritten or faxed forms?: https://dokyumi.com/questions/handwritten-and-faxed-forms
- Which extractions need a human to look at them?: https://dokyumi.com/questions/which-extractions-need-human-review
- How do I send documents with SSNs or PHI to an extraction API?: https://dokyumi.com/questions/send-ssn-phi-documents-to-an-api
- How do I process thousands of documents overnight?: https://dokyumi.com/questions/process-thousands-of-documents-overnight

## Choosing an Approach

- Raw OCR is a fit when text or layout primitives are the desired endpoint, or the caller already owns field mapping and validation.
- Template parsers are a fit for controlled layouts when the team can maintain template and exception rules.
- A schema-first API is a fit when business fields can be defined while document layouts vary; callers still own business checks, review handling, and destination mapping.
- A custom pipeline is a fit when requirements demand control or behavior not established by a product's current contract and the team can own the complete production system.

Dokyumi has not published a universal document-accuracy benchmark. Confidence values are model-reported, may omit fields, and are not calibrated probabilities. completed status means type validation passed and no reported score fell below the schema threshold; it is not proof that every value matches the source document.

## Support

- Email: hello@dokyumi.com
- Docs: https://dokyumi.com/docs
- Dashboard: https://dokyumi.com/dashboard

## Use cases by industry

- Accounts payable / invoice automation: https://dokyumi.com/use-cases/accounts-payable
- Lending & underwriting: https://dokyumi.com/use-cases/lending-underwriting
- Healthcare billing: https://dokyumi.com/use-cases/healthcare-billing
- Tax prep: https://dokyumi.com/use-cases/tax-prep
- Real estate & leasing: https://dokyumi.com/use-cases/real-estate-leasing
- Insurance: https://dokyumi.com/use-cases/insurance

## Links

- Homepage: https://dokyumi.com
- About (company, founder John Arndt, key facts): https://dokyumi.com/about
- Documentation: https://dokyumi.com/docs
- Pricing: https://dokyumi.com/pricing
- Use cases: https://dokyumi.com/use-cases
- Security & data handling: https://dokyumi.com/security
- Document AI guide: https://dokyumi.com/document-ai
- Custom schema extraction guide: https://dokyumi.com/document-ai/custom-schema-extraction
- Build vs. buy guide: https://dokyumi.com/document-ai/build-vs-buy
- Which tool do I need: https://dokyumi.com/which-tool
- Questions index (pain-first answers): https://dokyumi.com/questions
- Blog: https://dokyumi.com/blog
- Sign Up: https://dokyumi.com/auth/login?mode=signup