Assembly Software Launches Neos Demands Plus, AI That Builds Medical Chronologies and Demand Letters Inside Neos

Faster, stronger demands built on the case data firms already have, helping high-volume plaintiff practices get more cases ready for negotiation sooner

CORAL GABLES, Fla., Nov. 10, 2026 (GLOBE NEWSWIRE) -- Assembly Software today announced the general availability of Neos Demands Plus, embedded AI that builds medical chronologies and drafts settlement demand letters inside Neos. It works from the records already in the case, cites its sources, and hands drafts to attorneys for review. Keeping that work inside the case reduces manual preparation and handoffs, gives teams a consistent process across cases, and helps personal injury and other high-volume plaintiff firms get more cases ready for negotiation sooner.

"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," said Jonah Paransky, CEO of Assembly Software. "Demands Plus brings that vision to life with AI that builds the medical chronology and drafts the demand letter, designed for and with our customers, inside Neos, where the case resides. Our goal with Demands Plus and our AI innovation roadmap is to help firms improve their operations, deliver more for clients, and grow their business without adding another disconnected tool."

Demands Plus prepares medical chronologies and settlement demands for personal injury and plaintiff-side firms across high-volume caseloads, from motor vehicle and premises liability cases to workers' compensation. It updates chronologies as new records arrive, highlights the injuries and treatment that matter in each case, and flags treatment gaps and possible missing records, such as reports for ordered MRIs. Using those treatment histories and the entirety of the client's case file, it drafts settlement demands modeled on the firm's own letters. Citations in both outputs open the original records in Neos, so attorneys and legal teams can verify facts, ask better questions, and approve demands without leaving the case file. When a demand is finalized, Neos posts its cost to the case as a recoverable expense rather than firm overhead. Assembly's beta reports and early estimates put drafting and attorney review at about 30 minutes per demand, compared with three to 10-plus hours by hand.

At Pfeifer, Morgan & Stesiak, one of the Demands Plus beta firms, preparing a demand by hand previously took three to four hours. A medical chronology took 10 to 20 hours, and staff had to rebuild it each time new records came in. "We evaluated other AI tools, but they all operated outside Neos and would have added another system for our team to manage. Demands Plus brings AI efficiencies into the platform where our work already happens. Having used it, I'd 100% choose Demands Plus over any of the other options. It gives our team more capacity to take on cases and serve clients, and we believe it could support as much as 10% growth for our firm," said Maggie Cuson, operations manager and Neos administrator at Pfeifer, Morgan & Stesiak.

AI use among personal injury respondents to the State Bar of Texas AI in the Practice of Law Survey rose from 35% in 2024 to 69% in 2026. Drafting, document management, and summarization were among the survey's most common AI uses, pointing to the practical business need behind adoption: firms want to reduce the time spent organizing records and drafting work product so they can move more cases with the teams they have. Demands Plus applies AI to that work inside Neos, where the case record, firm standards, and attorney review already live.

"With 20 lawyers and 12 pre-litigation paralegals, I wanted every demand leaving our office to meet the same high standard without adding more manual work," said Paul Hernandez, a partner at Kalfus & Nachman, P.C. "With Demands Plus, our team can move through medical records faster and produce chronologies and demands that are consistent, high quality, and authentic to the way our firm communicates, all inside the case management platform we already use."

Demands Plus is available now to Neos firms on NeosAI Platinum, with pricing that scales with caseload. An attorney approves every demand before it leaves Neos, and case data is not used to train AI models.

For more information, visit https://www.assemblysoftware.com/neos/demands-plus.

About Assembly Software

Assembly Software is redefining how personal injury law firms run their practice: combining embedded intelligence, workflow automation, and 40+ years of expertise to help firms handle more cases and win more for their clients. Its flagship platform, Neos, has been consistently recognized as a G2 Leader in Legal Case Management, with NeosAI winning the 2025 LegalTech Breakthrough Award for Generative AI Solution of the Year. Built on the legacy of pioneering personal injury case management brands Needles and Trialworks, Assembly is trusted by thousands of firms daily.

For more information, visit https://www.assemblysoftware.com.

Contact:
Jessica Collier
EVP of Marketing, Assembly Software
jessica@assemblysoftware.com | 305-357-6500

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