AI Auto-Filing in Neos: Automated Document Filing for PI Law Firms

Document intake is one of the most time-intensive workflows in PI case management. Medical records, insurance correspondence, court notices, demand packages — they arrive in volume, across multiple cases, and every one requires manual classification before it reaches the right case file.

AI Auto-Filing, releasing March 30 as part of NeosAI Platinum, is built to solve this problem specifically for PI practices. What currently takes 45 to 60 minutes of manual filing per batch takes approximately five minutes with AI Auto-Filing — while keeping your staff in control of every decision.



What is AI Auto-Filing?

AI Auto-Filing is a document management feature in Neos that uses OCR to read incoming documents, match each one to the correct case using identifiers found in the document content itself, and suggest the document type, category, tags, and date — all from a single review grid within Neos.

Unlike document routing tools that rely on consistent file naming conventions, AI Auto-Filing reads what the document actually says. Staff reviews every AI suggestion before anything is saved. Nothing is filed automatically.

Key capabilities:

• Batch processing of up to 100 documents at once
• Case matching based on document content, not file naming conventions
• Full classification in a single step: document type, category, tags, and date
• Centralized File Documents grid for firm-wide visibility into filing status
• SharePoint integration: scan documents to a monitored folder and they populate in Neos automatically



The Document Filing Problem in PI Practice

PI firms handle high volumes of incoming documents simultaneously — often dozens of records across fifteen or more active cases in a single morning. The manual process requires opening each case individually, navigating to the Documents section, uploading records one or two at a time, entering metadata for each, and repeating the cycle.

For paralegals and legal assistants managing intake across the firm, that process routinely takes an hour or more of the workday before substantive case work begins.

The cost isn't only time. A misfiled medical record, a missed court notice, a billing statement that sits in an inbox instead of a case file — the consequences of manual filing extend well beyond the filing session itself.



How AI Auto-Filing Works

1. Upload — Drag and drop up to 100 documents into a staging area within Neos, or scan documents directly into a monitored SharePoint folder that feeds the system automatically.
2. Classify — NeosAI reads each document using OCR and matches it to the correct case based on claim numbers, policy numbers, party names, and docket numbers found within the document content.
3. Review — A centralized File Documents grid displays every document with its suggested case match, document type, category, tags, and date. Staff review the full batch at once, not one document at a time.
4. Confirm — Staff adjust any suggestions that need a change and save. Documents are filed only after staff approval.



AI Auto-Filing vs. DocuFiler

Both features help PI practices get documents into the right cases, but they work differently and serve different needs.





<table> <thead> <tr> <th>Dimension</th> <th>DocuFiler</th> <th>AI Auto-Filing</th> </tr> </thead> <tbody> <tr> <td>Interface</td> <td>Runs quietly in the background — no dedicated UI</td> <td>Full in-app UI with File Documents tab, inline editing grid, and progress notifications</td> </tr> <tr> <td>Case Matching</td> <td>Matches documents based on file naming conventions</td> <td>Reads document content; matches using claim numbers, policy numbers, party names, docket numbers</td> </tr> <tr> <td>Classification</td> <td>Routes documents to cases</td> <td>Also assigns document type, category, tags, and date in the same step</td> </tr> <tr> <td>Staff Training</td> <td>Requires consistent file naming across all staff</td> <td>No naming conventions required — files can be named anything</td> </tr> <tr> <td>User Control</td> <td>Files documents automatically in background</td> <td>Surfaces suggestions in a review grid; staff confirm before anything is saved</td> </tr> <tr> <td>Batch Size</td> <td>Processes files individually</td> <td>Supports batches of up to 100 documents with bulk editing</td> </tr> <tr> <td>Entry Points</td> <td>External monitored folder</td> <td>In-app upload, drag-and-drop, and monitored SharePoint folder</td> </tr> </tbody> </table>

Who AI Auto-Filing Is Built For

AI Auto-Filing addresses specific roles in a PI practice:

Paralegals and legal assistants managing document intake across the firm gain a batch-filing workflow that doesn't require deep case knowledge to classify correctly. NeosAI applies consistent logic regardless of who is doing the review.

Case managers with large active caseloads convert a filing task into a review task — the AI classifies, the case manager confirms.

Firm administrators gain a centralized File Documents grid with firm-wide visibility into what has been filed and what is still pending — replacing distributed individual inboxes with a single intake point.



Why Embedded Intelligence Change Document Workflows

AI Auto-Filing reflects two capabilities that are reshaping how PI practices manage cases: embedded intelligence and agentic AI.

Embedded intelligence means the technology is built directly into Neos — the case management platform your firm already uses. There is no separate application to learn, no data transfer, no context switching. The intelligence works inside the existing workflow.

Agentic AI means the system takes action on behalf while keeping you in control. AI Auto-Filing reads documents, matches cases, and classifies content. It then surfaces completed work for your review. You make every final decision. The AI handles the volume.

The human-in-the-loop design is intentional. Every AI suggestion is reviewable, and staff can accept, adjust, or override any classification before a document is filed. The result is a firm that processes the same document volume in a fraction of the time, without trading accuracy for speed.



Frequently Asked Questions

What document types does AI Auto-Filing support?

AI Auto-Filing processes any document type a PI practice handles: medical records, insurance correspondence, court notices, demand packages, billing statements, and more. NeosAI reads document content directly rather than relying on file type or naming conventions.

Does AI Auto-Filing file documents automatically without staff review?

No. AI Auto-Filing surfaces suggested classifications in a centralized review grid. Documents are only filed after a staff member reviews and confirms the AI's suggestions. Nothing is saved automatically.

How does AI Auto-Filing identify the correct case?

NeosAI reads the actual content of each document using OCR and matches it to the correct case using identifiers found in the document — such as claim numbers, policy numbers, party names, and docket numbers.

Can firms use AI Auto-Filing with their existing scan-to-SharePoint workflow?

Yes. Firms can configure a monitored SharePoint folder as the document intake point. Documents scanned into that folder populate in Neos automatically and appear in the AI Auto-Filing review grid.

What is NeosAI Platinum?

NeosAI Platinum is the tier of Neos that includes AI Auto-Filing and the full suite of embedded intelligence capabilities built into the Neos case management platform — designed specifically for PI practices.

How is AI Auto-Filing different from DocuFiler?

DocuFiler routes documents to cases based on file naming conventions and operates in the background without a review interface. AI Auto-Filing reads document content directly, classifies documents completely (type, category, tags, and date), and displays all suggestions in a review grid before anything is saved. It also supports batch processing of up to 100 documents at once.

When is AI Auto-Filing available?

AI Auto-Filing is available in Neos on March 30, 2026, as part of NeosAI Platinum.



AI Auto-Filing is coming soon as part of NeosAI Platinum. Learn more about how embedded intelligence in Neos increases PI firm case capacity.