AWS Textract + Human Review

Turn messy documents into clean, audited data pipelines.

Multi-tenant document parsing SaaS for healthcare and operations teams. Upload batches, run OCR + structured extraction, route low-confidence records to review, finalize immutable outputs, export CSV now, and extend to HL7 later.

5 Freedocuments per organization
2 TypesRequisition + Insurance Cards
Async Queuebatch processing at scale

Built for operational reliability, not demos

Tenant isolation, audit logs, signed document access, queued processing, webhook retries, API key rotation, and per-customer billing controls are built into the core platform.

T

Tenant-Isolated Data

Single-database multi-tenancy with organization scoping, protected route bindings, and policies across documents, reviews, exports, API keys, and webhooks.

R

Review-First Quality Controls

Auto-review on low confidence, missing required fields, parser heuristics, or always-review rules (such as insurance cards) before finalization.

A

Full Audit Trail

Track uploads, processing, review edits, finalization, exports, impersonation, API activity, webhook deliveries, and key lifecycle events with metadata.

B

Billing + Usage Governance

Free quota controls, credit-based paid processing, quota blocking messages, webhook notifications for billing-related events, and admin pricing overrides per customer.

E

Extensible Document Types

Document type registry + parser strategy architecture supports requisition forms and insurance cards now, with straightforward additions later.

X

Exports + Future Formats

Finalize immutable records, export CSV in background jobs today, and extend via formatter interfaces for HL7 or downstream integrations tomorrow.

How the workflow moves from upload to usable data

Designed for batch operations, human-in-the-loop validation, and integration-friendly outputs.

1Upload or API SubmitSingle docs or batch submissions with metadata.
2Textract OCR + ExtractionAsync queued processing with parser strategies.
3Review QueueLow-confidence or missing fields routed for QA.
4Finalize SnapshotImmutable final record stored with schema version.
5Export / API FetchCSV export jobs or result retrieval endpoints.
6Webhook NotificationLifecycle events delivered with HMAC signatures.

Customer API + Webhooks

API key managementCreate multiple keys per organization, rotate/revoke safely, track last-used timestamps, and apply per-key rate limit overrides.
Versioned endpoints`/api/v1` routes for submission, status polling, final result retrieval (JSON/CSV), usage stats, and webhook registration.
Reliable webhook deliveryAsynchronous delivery jobs with retries, delivery logs, response capture, and HMAC signatures for verification.
Live docsOpenAPI generated with Scramble and served with Swagger UI for easy onboarding of customer engineering teams.

Operational UI Capabilities

Organization onboardingCreate tenant organization + membership + default settings in one flow. Built for multi-org users and context switching.
Manual review queueSide-by-side document preview and editable extracted fields with role-based finalization and audit history.
Export jobsBackground CSV generation using finalized records only, with downloadable artifacts and auditable export actions.
Admin controlsSuper-admin access, impersonation logging, and customer-specific pricing settings for commercial flexibility.

Launch a tenant, ingest documents, and integrate your systems.

Start in the portal, then automate via API + webhooks as volume grows.

Start Free Sign In Docs