Nanonets for Insurance Document Workflows

In-Depth Review

Nanonets occupies a practical middle ground in the document extraction market: more capable than basic OCR tools, more accessible than enterprise IDP platforms, and (unlike many extraction-only tools) includes built-in workflow automation. For insurance operations teams that need to move extracted data into downstream systems without writing code, that combination matters.

What Nanonets Offers Insurance Teams

The platform has two halves. The extraction engine processes documents using pre-trained models from a library of 200+ document types, plus custom models you can train on your own documents (enterprise tier). The workflow builder chains extraction with validation steps, approval routing, and export actions in a visual pipeline editor.

For insurance use cases, the typical pipeline looks like this: a certificate of insurance arrives via email, Nanonets extracts the named insured, policy number, coverage limits, and effective dates, a validation step checks that required fields are present and limits meet minimum thresholds, a human reviewer handles anything flagged as low-confidence, and the validated data exports to the agency management system or a Google Sheet.

Pricing Reality Check

The $0.30-per-step pricing model deserves careful analysis. A simple extract-and-export workflow might cost $0.60 per document (extraction step plus export step). Add validation, human review routing, and a second export destination, and you are at $1.50 or more per document. At 5,000 documents per month, that is $7,500 for a multi-step pipeline. Compare against flat-rate alternatives before committing to high-volume workflows.

The free tier (500 pages/mo) is genuinely useful for evaluation. You can test extraction quality against your actual documents before committing spend, which is more than most enterprise IDP vendors offer.

Where Nanonets Falls Short for Insurance

The extraction models are general-purpose, not insurance-native. They handle standard ACORD forms reasonably well because the layouts are consistent, but carrier-specific endorsements, non-standard surplus lines applications, and complex SOVs with property schedules may produce extraction errors that require manual correction. If your document mix skews heavily toward non-standard formats, a purpose-built insurance IDP tool will produce better results.

Who Should Consider Nanonets

Mid-size agencies and third-party administrators processing moderate volumes of standard insurance documents (certificates, common ACORD forms, invoices) who want extraction and workflow automation in a single platform without hiring developers. If your primary need is getting data out of PDFs and into your existing systems with minimal IT involvement, Nanonets delivers that at a reasonable price point.