---
title: "How Page built its AI-powered legal platform on reliable document infrastructure"
canonical_url: "https://www.nutrient.io/blog/web-pdf-sdk-legal-review/"
md_url: "https://www.nutrient.io/blog/web-pdf-sdk-legal-review.md"
last_updated: "2026-11-06T15:42:18.511Z"
description: "How Page reviews 50,000-page VA case files on Nutrient’s Web PDF SDK."
---

**Testimonial**

“Nutrient solved the fundamental problem for us. We’re a legal tech platform, and law involves reviewing just a ton of documents.”

— Ben Gruber, Co-founder, Page

**Use case**

Page set out to give VA disability firms a faster, verifiable way to review the massive case files their work depends on, with document review embedded directly into its AI-powered legal platform.

**Challenge**

- Open source viewers weren’t extensible enough for Page’s growing product needs, forcing engineers to fork and maintain custom code.

- Performance and reliability of viewers disrupted a core review flow used thousands of times each day.

- After cycling through multiple open source viewers, repeated migrations and maintenance were draining engineering time.

**Solution**

- Embedded Nutrient Web SDK to power PDF viewing, annotations, and form filling directly inside Page.

- Gave practitioners a dependable way to move from AI-extracted information back to the underlying source document for verification.

- Standardized on a flexible document foundation that Page could extend without continually rebuilding or replacing its viewer.

**Results**

- Freed Page’s engineers to focus on building core products instead of maintaining PDF infrastructure.

- Delivered a more reliable document review experience for practitioners working with case files that can reach tens of thousands of pages.

- Established a stable document foundation the team never has to think about as Page expands its in-platform document experience.

## Reviewing massive VA disability files demanded a reliable PDF viewer

VA disability law is important and consequential work, but the people doing it have often been underserved by technology. Many [Page](https://pageai.co/) customers are veterans themselves, or advocates who entered the field to help veterans navigate a complex bureaucracy and secure the benefits they’re legally entitled to. Page set out to give them better tools for doing that work.

Documents sit at the very center of the challenge. A single veteran’s C-file can run 4,000 to 5,000 pages, and even 50,000 pages in extreme cases. Practitioners have traditionally reviewed those files manually in Adobe, scrolling through one giant PDF for the dates, conditions, evidence, and procedural details a case turns on. Page began by using AI to turn those records into [searchable chronologies](https://www.nutrient.io/api/data-extraction-api/court-records/) and has since grown into an end-to-end workflow platform for VA disability law.

But in legal work, an AI-generated answer isn’t enough; the information has to be referenceable. Every fact Page surfaces needs to lead practitioners back to the underlying source so they can review the documents and verify facts for themselves. That made PDF viewing an embedded, core flow inside Page rather than a feature at the edge of the product. In Page’s early days, an open source viewer was enough. As the company began serving larger firms, the requirements changed. The document experience needed to be both extensible and performant. Features the library didn’t support had to be custom-built and maintained. Large files could stall or crash. Worse, viewers sometimes opened to the wrong page, even though practitioners view and review files in Page thousands, even tens of thousands, of times each day.

Page tried multiple open source viewers, but every migration introduced another round of maintenance and bugs. By the third or fourth attempt, the team knew it needed a document layer it could rely on instead of continually rebuilding. Nutrient provided the extensibility, reliability, and support Page needed to make that core experience dependable.

## How Page rebuilt its document layer on Nutrient Web SDK

Page adopted [Nutrient Web SDK](https://www.nutrient.io/sdk/web-overview/) as the document foundation beneath its platform, and the company uses it today for [PDF viewing](https://www.nutrient.io/sdk/viewer/), [annotations], and [form filling](https://www.nutrient.io/sdk/solutions/forms/). The viewer powers Page’s core review experience. When AI surfaces an important fact from a veteran’s record, practitioners can move directly back to the underlying page and verify the information themselves. Instead of separating AI output from the source material, Page keeps the two connected inside the same workflow.

That same document layer is becoming increasingly important elsewhere in the product. Page uses Nutrient for form filling as it works to move information extracted by AI directly into the structured VA forms practitioners ultimately submit. The goal isn’t to add document features for their own sake, but to make the work itself flow more naturally inside Page.

Implementation was handled largely by Page’s frontend team using Nutrient’s SDK documentation. Because the viewer is such a core piece of infrastructure, the integration required careful testing, but the team found the SDK straightforward to integrate and maintain once it was in place. Nutrient’s Support team was also an important part of the decision: Page wanted a partner it could reach when problems arose, with a commercial model flexible enough to fit the way its business operates.

The result is exactly what Page wanted from a piece of core infrastructure: a document layer that does its job without demanding constant attention from the engineering team.

**Testimonial**

“The best part about it is I don’t have to think about it. It’s easy to implement, easy to maintain, and reliable.”

— Ben Gruber, Co-founder, Page

## A document layer Page no longer has to think about

Before Nutrient, Page’s document layer demanded attention for all the wrong reasons. Open source viewers could crash, stall on large files, or open to the wrong page in a review flow used thousands of times each day. Engineers were also spending cycles maintaining custom forks and repeatedly migrating between viewers.

With Nutrient in place, that category of problem largely receded. Page gained a document layer that’s dependable enough to sit at the center of the product without becoming a constant engineering concern. For Gruber and team, that’s exactly what good infrastructure should do: work reliably, support what the product needs, and stay out of the way.

## Results

**Reliable reviews**

Page replaced unstable open source viewers with a dependable document experience for one of its most-used workflows, helping practitioners move confidently between AI-extracted information and the underlying source documents.

**Engineering time reclaimed**

Instead of building, forking, and maintaining custom PDF infrastructure, Page’s engineers can spend more of their time solving the problems that differentiate the product for customers.

**One stable foundation**

After cycling through multiple open source viewers, Page standardized on a reliable, flexible document foundation that can support the product as its document workflows continue to expand.

## Building toward one place where the work gets done

For Page, reliable document infrastructure is a means to a larger end: giving practitioners better tools for consequential work. As Gruber put it, “some of the people doing the most important work have access to the worst technology.”

Page wants to give those practitioners something better. And, as Gruber sees it, Nutrient plays an indirect but important role in helping Page “deliver a great experience for those people” in an area of law that technology has often neglected.

That ambition is now pushing Page beyond document review. The long-term vision is to become one place where practitioners can get their work done — from reviewing enormous case files and verifying AI-generated information, to completing forms, drafting documents, and eventually handling more of the work that still pulls them into separate tools today.

Page has already begun exploring that next phase with [Nutrient’s Document Authoring SDK](https://www.nutrient.io/sdk/document-authoring/), with the goal of bringing a native, Word-like drafting experience into the platform. Over time, the document layer can continue expanding with Page while remaining what Gruber believes good infrastructure should be: reliable, flexible, and largely invisible.

The result is more than a better document experience. It gives Page more room to focus on building the software its customers should have had all along.
---

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- [Using Yarn.](/blog/react-pdf-editor.md)
- [React Pdf Loading States Errors Passwords](/blog/react-pdf-loading-states-errors-passwords.md)
- [React Pdf Non Latin Fonts Special Pdfs](/blog/react-pdf-non-latin-fonts-special-pdfs.md)
- [React Pdf Outline Table Of Contents](/blog/react-pdf-outline-table-of-contents.md)
- [React Pdf Performance Optimization](/blog/react-pdf-performance-optimization.md)
- [React Pdf Setup Basic Rendering](/blog/react-pdf-setup-basic-rendering.md)
- [React Pdf Text Layer Custom Renderer](/blog/react-pdf-text-layer-custom-renderer.md)
- [React Pdf Thumbnails Page Navigation](/blog/react-pdf-thumbnails-page-navigation.md)
- [Reducto Alternatives](/blog/reducto-alternatives.md)
- [Requisition System](/blog/requisition-system.md)
- [labels.py](/blog/route-documents-automatically-classify-api.md)
- [or](/blog/sample-blog-updated.md)
- [Sdk Product Updates Q2 2026](/blog/sdk-product-updates-q2-2026.md)
- [System Of Record Vs Source Of Truth](/blog/system-of-record-vs-source-of-truth.md)
- [Add DWS MCP Server to your Claude Code project.](/blog/teaching-llms-to-read-pdfs.md)
- [Open an image file.](/blog/tesseract-python-guide.md)
- [The Six Best Pdf Generator Apis](/blog/the-six-best-pdf-generator-apis.md)
- [Define the HTML part of the document.](/blog/top-10-ways-to-generate-pdfs-in-python.md)
- [Top 5 Javascript Pdf Viewers](/blog/top-5-javascript-pdf-viewers.md)
- [Top Js Pdf Libraries](/blog/top-js-pdf-libraries.md)
- [Top Ten Ways To Convert Html To Pdf](/blog/top-ten-ways-to-convert-html-to-pdf.md)
- [Unstructured Alternatives](/blog/unstructured-alternatives.md)
- [Using Javascript In Pdf Form Fields](/blog/using-javascript-in-pdf-form-fields.md)
- [Vector Pdf](/blog/vector-pdf.md)
- [Wcag2 Accessibility Requirements Documents](/blog/wcag2-accessibility-requirements-documents.md)
- [Web Sdk Is Now Headless](/blog/web-sdk-is-now-headless.md)
- [What Are Annotations](/blog/what-are-annotations.md)
- [What Is A Vpat](/blog/what-is-a-vpat.md)
- [What Is Bpms](/blog/what-is-bpms.md)
- [What Is Business Logic](/blog/what-is-business-logic.md)
- [What Is Document Processing](/blog/what-is-document-processing.md)
- [What Is Intelligent Document Processing](/blog/what-is-intelligent-document-processing.md)
- [What Is Ocr Invoice Processing](/blog/what-is-ocr-invoice-processing.md)
- [What Is Pdf Ua](/blog/what-is-pdf-ua.md)
- [Why Pdfium Is A Trusted Platform For Pdf Rendering](/blog/why-pdfium-is-a-trusted-platform-for-pdf-rendering.md)
- [Why Your Ai Agent Hallucinates Pdf Table Data](/blog/why-your-ai-agent-hallucinates-pdf-table-data.md)
- [Workflow Analysis](/blog/workflow-analysis.md)

