Assembly Software launched Neos Demands Plus on Nov. 10, 2026. It builds health timelines and drafts claim letters inside its Neos legal app. Beta law firms cut prep and review from three to ten hours down to 30 minutes.
Built for high-volume injury and workers’ comp firms on NeosAI Platinum, it cites case files right inside Neos. Timelines update on their own as new clinic PDFs land. Client files never train outside models, and a lawyer signs off on every draft.
Executive Summary
- Lives Inside Neos: Law firms never export medical PDFs to outside chatbots; clickable links jump straight to source records.
- 30-Minute Beta Speed: Beta firms cut demand work from 3 to 10+ hours (and 10 to 20 hour timelines) down to ~30 minutes.
- Spots Missing Files: Highlights core injuries while catching gaps in treatment or missing records like ordered MRIs.
- Client Expense Billing: Once signed off, Neos logs the tool fee directly to the case as a recoverable cost instead of overhead.
- 69% Lawyer Uptake: State Bar of Texas 2026 survey data shows injury lawyer AI use nearly doubled from 35% in 2024 to 69%.
Why Built-In Legal AI Beats Standalone Chat Tools
Injury staff hate bouncing between five tabs while sorting thick hospital packets. Outside AI sites make teams upload private PDFs into fresh windows. Version sync breaks each time new clinic bills arrive.
Demands Plus reads straight from files kept in Neos. When fresh records land, it updates timelines fast. It writes in the firm’s past letter style and links each claim back to page numbers so lawyers check facts in seconds.
“After 40 years of building for personal injury firms, we believe the next era of case management is not just about documenting the case. It is about moving the case forward.”
Beta firm Pfeifer, Morgan & Stesiak said manual timelines took 10 to 20 hours before. Ops chief Maggie Cuson thinks the built-in flow can support 10% firm growth. Kalfus & Nachman partner Paul Hernandez praised steady drafts across 20 lawyers and 12 paralegals.
Lawyer Sign-Off Rules and Case Expense Pricing
Courts fine lawyers who file unchecked AI prose. Direct page links keep human checks fast and simple, matching labor numbers in our look at legal job growth.
Assembly tuned fees for injury firm math too. Sold on NeosAI Platinum by caseload size, finished letters log as recoverable client expenses rather than overhead. Clear ROI sets it apart from stalled pilots in corporate agent reviews.
From 35% to 69%: Injury Law Crosses Mainstream AI Use
The State Bar of Texas 2026 AI Survey shows injury lawyer AI use jumped from 35% in 2024 to 69% in 2026, led by drafting and record reviews.
As plaintiff shops ship tighter packets in 30 minutes, insurers will lean on matching audit tools to keep up, much like medical file review speedups.
Time Study: Manual Prep vs. Neos Demands Plus
Beta figures reported by Assembly Software and participating law firms on Nov. 10, 2026:
| Task | Manual Firm Baseline | Neos Demands Plus |
|---|---|---|
| Medical Timeline | 10 to 20 hours; rebuilt on new files | Updates live as new records arrive |
| Demand + Review | 3 to 10+ hours per case | ~30 minutes per demand in beta |
| Fact Checking | Manual PDF page flipping | Clicks open exact source pages in Neos |
| Missing Files | Staff checklist audit | Flags care gaps and missing MRI reports |
| Billing Model | Firm staff overhead | Logs to case as recoverable expense |
Frequently Asked Questions
What does Neos Demands Plus build for injury law firms?
It builds live health timelines, flags missing MRI files, and drafts firm-style demand letters inside Neos.
How much time does Neos Demands Plus save?
Early beta data puts drafting and lawyer checks at 30 minutes versus three to ten hours by hand.
Does Assembly Software train AI models on client files?
No. Case data never trains AI models, and lawyers approve every letter before it goes out.
Who can buy Neos Demands Plus?
It ships Nov. 10, 2026 for NeosAI Platinum clients at caseload-based rates.
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