Document parsing that scales to production.

Docparser uses zonal OCR: you draw rectangles on a document to define where data lives. It has a 50-page document limit and no AI-based extraction capabilities. This works for simple documents with fixed layouts, but breaks when layouts shift or documents exceed the page cap. Sensible combines AI flexibility with deterministic rules. AI adapts to layout variation. Rules enforce your output schema. Sensible handles documents of 1,000+ pages. Sensible also adds schema enforcement, per-field confidence scores, and full audit trails with source coordinates.

Yes. At 50-100 templates, Docparser's maintenance burden often exceeds the time saved by automation. Sensible's 150+ pre-built configs and AI-powered extraction eliminate the one-template-per-layout requirement. Sensible supports the same document types Docparser handles (invoices, purchase orders, bank statements) plus complex multi-page documents like insurance loss runs, loan packets, and medical records. The REST API and SDKs let you integrate Sensible into your existing pipeline. Docparser's Zapier and Make integrations can also be pointed at Sensible's webhooks.

You define the expected shape of your output: field names, data types, required fields, and value constraints. Sensible validates every extraction against this schema. If a field is the wrong type, out of range, or missing, the extraction fails with a clear error instead of passing bad data downstream.

Docparser's starter plan is $39/month for 100 documents (up to 5 pages each). Their Business plan is $159/month for 1,000 documents. Sensible prices per document with no page limit per document. A 50-page loan packet counts as one extraction. For multi-page documents, Sensible is often cheaper. The free trial lets you compare costs on your actual documents before committing.

Sensible is API-first, built for engineering teams. You can also use the web dashboard to configure and test extractions without code. The primary advantage is SenseML: extraction logic defined in config files that you version control, test, and deploy like any other code. No zonal OCR rectangles to maintain.

150+ pre-built configurations covering bank statements, tax forms, insurance documents, invoices, pay stubs, drivers licenses, medical records, bills of lading, and more. You can also configure custom extraction for any document type.

SOC 2 Type II certified. HIPAA compliant on the Enterprise plan. Docparser is GDPR compliant but explicitly states it is not HIPAA certified. For healthcare and regulated industries, Sensible provides the compliance coverage Docparser cannot.