Case Management
Assembly Software
Multi-product platform — 1 product
Coral Gables, FL-based case management software company formed from the 2019 merger of Needles (founded 1985) and TrialWorks. CEO Jonah Paransky. 51-200 employees. Flagship product Neos is an AI-driven, cloud-based case management platform hosted on Microsoft Azure. HIPAA-compliant. Primarily targets plaintiff PI firms, also serves insurance defense (confirmed by Reddit user), mass torts, and other litigation practices. G2: 4.5/5 (292 reviews). Capterra: 4.4/5 (200 reviews). Won ‘Case Management Innovation Of The Year’ (LegalTech Breakthrough) and ‘Best Legal Case Management Software 2025’ (Acquisition International). Legacy products Needles and TrialWorks being migrated to Neos. Highly polarizing among paralegals per r/paralegal — long-term Needles users frequently describe Neos as inferior to its predecessor, particularly for document navigation (SharePoint-based ‘list view’ vs. traditional folders). Customer support quality disputed across Reddit threads. Forced Needles-to-Neos and TrialWorks-to-Neos migrations are the primary source of negative sentiment. Key strength is deep PI heritage (35+ years via Needles) and large existing user base. Primary competitors: Filevine, CasePeer, SmartAdvocate. 3-license minimum — not for solo practitioners. Pricing requires consultation (opaque). NeosAI capabilities described as ‘AI-infused’ but specifics thin. RingCentral integration confirmed via conference presentation.
Company Info
- Founded: 1985 (as Needles), merged 2019
- Team size: 51-200 employees
- HQ: Coral Gables, FL
- CEO: Jonah Paransky
What We Haven’t Verified
Reddit practitioners report mixed experiences — some praise the Needles-to-Neos migration, while others complain about add-on pricing and forced migration from TrialWorks. Pricing requires consultation; 3-license minimum per Reddit users. NeosAI capabilities are not well-documented beyond marketing claims. Security certifications not verified.
Platform Products
Assembly Software Other
Company Info
- Sector: Legal Tech
What We Haven’t Verified
This page was assembled from publicly available information. Feature claims and workflow mappings are based on what the vendor and third-party listings publish — not hands-on testing or practitioner feedback.
Workflows
Based on practitioner evidence, Assembly Software is used in these workflows:
What practitioners struggle with
Real frustrations from legal professionals — the problems Assembly Software addresses (or should address). Sourced from practitioner reviews, Reddit threads, and case studies.
Client calls asking 'what's happening with my case?' — paralegal has to interrupt the attorney because matter status lives in someone's head, not a system
Managing 200+ open PI cases with medical records, deadlines, and lien tracking in spreadsheets — one missed statute of limitations and the firm faces malpractice
Firm uses separate tools for intake, documents, billing, and e-signatures that don't talk to each other — opening a new matter means entering the same client info 4 times across systems that should but don't share data
PI firm outgrew Clio — 500+ open matters, complex intake routing, and the managing partner wants Salesforce-level dashboards but the current PM tool can't deliver
PI intake calls come in at 50-200 per week but 60-80% aren't viable cases — the firm wastes hours screening callers before a single billable minute, and good leads go cold waiting for callback
Where it fits in your workflow
Integrations & hand-offs
Accounting software for financial reportingE-filing systems for court submissionsE-signature tools for client agreementsMedical records retrieval via HIPAA-compliant partnersRingCentral for client communicationMicrosoft Azure/SharePoint for document storage
Community Data
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