Faste , st o ge dema ds built o the case data fi ms al eady have, helpi g high-volume plai tiff p actices get mo e cases eady fo egotiatio soo e
Becca Kessle , BSN, RN, LNCC, Lead Legal Nu se Co sulta t at Moo st uck Legal Nu se Co sulti g, explai s why the eal value legal p ofessio als b i g is a alyzi g medical eco ds, ot typi g them i to a table. Dema ds Plus f om Assembly Softwa e builds medical ch o ologies f om case data i Neos, so teams ca sta t with the a alysis.
At smalle pe so al i ju y fi ms, the p e-lit pa alegal is also a swe i g pho es a d equesti g eco ds, so ch o ologies a d dema d lette s get pushed to F iday. Paul He a dez, pa t e at Kalfus & Nachma , P.C., explai s why Dema ds Plus delive s eve mo e value fo smalle fi ms a d how it f ees up time fo clie t elatio ships.
CORAL GABLES, Fla., Nov. 10, 2026 (GLOBE NEWSWIRE) — Assembly Softwa e today a ou ced the ge e al availability of Neos Dema ds Plus, embedded AI that builds medical ch o ologies a d d afts settleme t dema d lette s i side Neos. It wo ks f om the eco ds al eady i the case, cites its sou ces, a d ha ds d afts to atto eys fo eview. Keepi g that wo k i side the case educes ma ual p epa atio a d ha doffs, gives teams a co siste t p ocess ac oss cases, a d helps pe so al i ju y a d othe high-volume plai tiff fi ms get mo e cases eady fo egotiatio soo e .
“Afte 40 yea s of buildi g fo pe so al i ju y fi ms, we believe the ext e a of case ma ageme t is ot just about docume ti g the case. It is about movi g the case fo wa d,” said Jo ah Pa a sky, CEO of Assembly Softwa e. “Dema ds Plus b i gs that visio to life with AI that builds the medical ch o ology a d d afts the dema d lette , desig ed fo a d with ou custome s, i side Neos, whe e the case esides. Ou goal with Dema ds Plus a d ou AI i ovatio oadmap is to help fi ms imp ove thei ope atio s, delive mo e fo clie ts, a d g ow thei busi ess without addi g a othe disco ected tool.”
Dema ds Plus p epa es medical ch o ologies a d settleme t dema ds fo pe so al i ju y a d plai tiff-side fi ms ac oss high-volume caseloads, f om moto vehicle a d p emises liability cases to wo ke s’ compe satio . It updates ch o ologies as ew eco ds a ive, highlights the i ju ies a d t eatme t that matte i each case, a d flags t eatme t gaps a d possible missi g eco ds, such as epo ts fo o de ed MRIs. Usi g those t eatme t histo ies a d the e ti ety of the clie t’s case file, it d afts settleme t dema ds modeled o the fi m’s ow lette s. Citatio s i both outputs ope the o igi al eco ds i Neos, so atto eys a d legal teams ca ve ify facts, ask bette questio s, a d app ove dema ds without leavi g the case file. Whe a dema d is fi alized, Neos posts its cost to the case as a ecove able expe se athe tha fi m ove head. Assembly’s beta epo ts a d ea ly estimates put d afti g a d atto ey eview at about 30 mi utes pe dema d, compa ed with th ee to 10-plus hou s by ha d.
At Pfeife , Mo ga & Stesiak, o e of the Dema ds Plus beta fi ms, p epa i g a dema d by ha d p eviously took th ee to fou hou s. A medical ch o ology took 10 to 20 hou s, a d staff had to ebuild it each time ew eco ds came i . “We evaluated othe AI tools, but they all ope ated outside Neos a d would have added a othe system fo ou team to ma age. Dema ds Plus b i gs AI efficie cies i to the platfo m whe e ou wo k al eady happe s. Havi g used it, I’d 100% choose Dema ds Plus ove a y of the othe optio s. It gives ou team mo e capacity to take o cases a d se ve clie ts, a d we believe it could suppo t as much as 10% g owth fo ou fi m,” said Maggie Cuso , ope atio s ma age a d Neos admi ist ato at Pfeife , Mo ga & Stesiak.
AI use amo g pe so al i ju y espo de ts to the State Ba of Texas AI i the P actice of Law Su vey ose f om 35% i 2024 to 69% i 2026. D afti g, docume t ma ageme t, a d summa izatio we e amo g the su vey’s most commo AI uses, poi ti g to the p actical busi ess eed behi d adoptio : fi ms wa t to educe the time spe t o ga izi g eco ds a d d afti g wo k p oduct so they ca move mo e cases with the teams they have. Dema ds Plus applies AI to that wo k i side Neos, whe e the case eco d, fi m sta da ds, a d atto ey eview al eady live.
“With 20 lawye s a d 12 p e-litigatio pa alegals, I wa ted eve y dema d leavi g ou office to meet the same high sta da d without addi g mo e ma ual wo k,” said Paul He a dez, a pa t e at Kalfus & Nachma , P.C. “With Dema ds Plus, ou team ca move th ough medical eco ds faste a d p oduce ch o ologies a d dema ds that a e co siste t, high quality, a d authe tic to the way ou fi m commu icates, all i side the case ma ageme t platfo m we al eady use.”
Dema ds Plus is available ow to Neos fi ms o NeosAI Plati um, with p ici g that scales with caseload. A atto ey app oves eve y dema d befo e it leaves Neos, a d case data is ot used to t ai AI models.
Fo mo e i fo matio , visit https://www.assemblysoftwa e.com/ eos/dema ds-plus.
Assembly Softwa e is edefi i g how pe so al i ju y law fi ms u thei p actice: combi i g embedded i tellige ce, wo kflow automatio , a d 40+ yea s of expe tise to help fi ms ha dle mo e cases a d wi mo e fo thei clie ts. Its flagship platfo m, Neos, has bee co siste tly ecog ized as a G2 Leade i Legal Case Ma ageme t, with NeosAI wi i g the 2025 LegalTech B eakth ough Awa d fo Ge e ative AI Solutio of the Yea . Built o the legacy of pio ee i g pe so al i ju y case ma ageme t b a ds Needles a d T ialwo ks, Assembly is t usted by thousa ds of fi ms daily.
Fo mo e i fo matio , visit https://www.assemblysoftwa e.com.
A PDF accompa yi g this a ou ceme t is available at http://ml.globe ewswi e.com/Resou ce/Dow load/4909282d-53e2-407c-8932-a7203e649c90
Videos accompa yi g this a ou ceme t a e available at https://www.globe ewswi e.com/NewsRoom/Attachme tNg/bec180fa-67f0-4cc0-afb9-5af69beb7f78https://www.globe ewswi e.com/NewsRoom/Attachme tNg/5e11125c-744f-4830-821d-b2d1fc8778a5
