Assembly Software
Assembly Software provides Neos, a cloud-based legal case management platform with embedded generative AI (NeosAI on Microsoft Azure AI Foundry), serving more than 2,300 law firm customers and 40,000 users across personal injury, litigation, and government legal operations in the United States.
- Company typePrivate
- Founded2020
- HeadquartersCoral Gables, United States
- Headcount101–250
- GTM typeB2B
- OfferingSoftware
What Assembly Software does
Assembly Software is a US-based, PE-backed software company that provides Neos, a cloud-based legal case management platform, primarily to personal injury law firms and secondarily to litigation, trial, and government legal teams. The company traces its product lineage to PINS (built in the 1980s), Needles, and Trialworks; these legacy franchises were merged in 2020 under owner Ridge Road Partners to form Assembly Software, and the customer base is being migrated onto the unified Neos cloud platform. Neos covers the full case lifecycle — customizable client intake, document management, task and deadline tracking, billable-hour capture, invoicing, reporting, and cash-flow forecasting — and embeds NeosAI, a generative AI layer built on Microsoft Azure AI Foundry using OpenAI technology, that adds document drafting, summarization, data extraction, and natural-language chat directly into case workflows.
The business model is primarily SaaS subscription billed per authorized user (with monthly user-count reviews and overage charges), supplemented by one-time professional services for implementation, training, data conversion, and document coding, and by annual maintenance fees for the on-premise legacy brands (Needles, Trialworks). Pricing is quote-based and not publicly disclosed, with tiered AI offerings (including a premium NeosAI Platinum tier) layered on top of the per-seat base. The go-to-market blends enterprise field sales for mid-market and large litigation firms, an inside-sales consultation flow for smaller firms, a four-tier partner program (Affiliate, Integration, Development, Reseller), and a dedicated government sales motion for NeosGov. Distribution is US-only, with headquarters in Coral Gables/Miami, Florida and remote employees across the country. Assembly Software reports more than 2,300 law firm customers, 40,000+ users, 1,100+ firms on NeosAI, SOC 2 Type II and SOC 1 certifications, and Microsoft co-marketing validation, but does not disclose revenue or ARR.
Assembly Software firmographics
Firmographics- Name
- Assembly Software
- Legal name
- Assembly Software LLC
- Website
- https://assemblysoftware.com
- Company type
- Private
- Founded year
- 2020
- Operating status
- Operating
- Headcount range
- 101–250 employees
- Short description
- Assembly Software provides Neos, a cloud-based legal case management platform with embedded generative AI (NeosAI on Microsoft Azure AI Foundry), serving more than 2,300 law firm customers and 40,000 users across personal injury, litigation, and government legal operations in the United States.
- Ownership category
- akta.pro rank
Assembly Software industry classification
Industry- Product category
- Legal Practice Management Software
- NAICS
- Software Publishers (5132)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Records Management, Information Governance & Retention (BPAEAPAO)
Keywords
Where Assembly Software is headquartered
LocationHeadquarters
- HQ city
- Coral Gables
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
Assembly Software business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
Revenue model
- Software Subscription (Neos Platform): Primary revenue stream from cloud-based case management software subscriptions. Customers pay subscription fees for access to the Neos platform, with pricing based on number of authorized users. Both subscription and perpetual license options are available.
- Per-Seat User Licenses: Licensing on a per-user basis where the number of customer users with access to the Platform is counted based on assigned Credentials. Monthly reviews of user counts with overage charges for excess users.
- Professional Services: Implementation Services, training, development, and other professional services provided under separate statements of work. Includes data conversion, document coding, report writing, and hosting services.
- Maintenance and Support: Annual maintenance fees for on-premise software that include access to Web Features and ongoing software updates and support services.
- NeosAI Platinum Tier: Premium AI tier offering exclusive features including Smart Document Filing, advanced AI document generation, email templates, and SMS templates with additional AI capabilities.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | NeosAI Platinum - Premium AI tier with exclusive features |
| Per seat | Annual | Standard Neos Platform |
| Subscription | Annual | Government Tier |
Go-to-market motion3 records
Distribution channels7 records
Marketing channels9 records
Assembly Software product offering
Product offeringCore offering
Assembly Software provides Neos, a cloud-based legal case and practice management platform used by law firms to manage cases, automate intake, track deadlines, bill clients, and store documents. The platform embeds NeosAI, a generative AI layer built on Microsoft Azure AI Foundry that drafts legal documents, summarizes cases, extracts data from records, and answers questions across case content. The company also operates legacy brands Needles and Trialworks, a government edition (NeosGov), and the Neos Academy training program, serving over 2,300 law firms with 40,000+ users.
Product overview
Assembly Software provides a unified cloud-based legal practice management ecosystem centered on the Neos platform. The core offering consists of Neos case management software with embedded NeosAI (generative AI powered by Microsoft Azure AI Foundry) providing document automation, AI chat, data extraction, and workflow capabilities. NeosAI is available in tiered plans including NeosAI Platinum with exclusive Smart Document Filing features. The company also maintains two legacy sub-brands, Needles and Trialworks, acquired during the 2020 merger, both now transitioning customers to Neos. Additional offerings include Neos Academy (training), NeosGov (government vertical), and the Assembly Partner Program. The platform integrates with DocuSign, Microsoft Office 365/Outlook, SharePoint, QuickBooks, LawToolBox, InfoTrack, Zapier, and other tools, serving over 2,300 law firm customers with over 40,000 users.
Differentiator
Problem solved
Functional benefit
Products and services
- Neos Cloud-based legal case and practice management platform for law firms; automates client intake, task tracking, document management, billing, calendaring, and reporting. Used by solo practitioners through enterprise litigation teams.
- NeosAI Generative AI add-on for Neos providing document summarization, document drafting (demand letters, retainer agreements), data extraction from PDFs and images, case summaries, and a conversational AI chat interface. Saves firms up to 25 hours per case.
- NeosAI Platinum Premium NeosAI tier with exclusive features including Smart Document Filing (AI-proposed classification, filing, and analysis), advanced document generation, email templates, and SMS templates.
- NeosGov
Quantifiable outcome
- Law firms report saving 25+ hours per case using Neos with embedded AI
- +6 more outcomes
Companies that use Assembly Software
Customer profileNamed customers14 records
Segments4 records
Ideal customer profiles4 records
Assembly Software technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration13 records
AI capability7 records
Feature10 records
Assembly Software partnerships and signals
Strategic signalPartnerships
15 partnerships are on record, tiered core and supporting.
- MicrosoftcoreNeosAI is built on Microsoft Azure AI Foundry, leveraging OpenAI technology within the Microsoft ecosystem. The partnership enables embedded generative AI capabilities for legal workflows. Assembly is featured in Microsoft customer showcase.
- Thomson ReuterscoreAssembly Software partnered with Thomson Reuters in March 2023 as part of broader industry consolidation in legal technology. Thomson Reuters is a major provider of legal research and information services.
- InfoTrackcoreInfoTrack and Assembly Neos launched a partnership to deliver integrated eFiling and serving capabilities to law firms. Seamless integration between platforms.
- DocuSignsupportingDocuSign integration allows sending documents from Neos for electronic signatures. Streamlines document workflow between Neos case management and e-signature completion.
- LawToolBoxsupportingLawToolBox integration for calendaring and deadline tracking within Neos. Helps firms manage statute of limitations and court deadlines.
- O365/Microsoft 365coreDeep integration with Microsoft 365 ecosystem including Outlook add-in for email tagging and filing. Supports Office workflows for law firm productivity.
- QuickBookssupportingQuickBooks integration for accounting and financial management. Supports QB Online, QB Desktop, and IIF exports. Enables value entries and check requests.
- ZapiersupportingZapier integration enables connection to thousands of apps and automation workflows. Extends Neos connectivity beyond native integrations.
- SharePointcoreSharePoint integration for document sync. Firms can configure sync in Firm Preferences and drop files into To Be Filed directory for automatic processing every 15 minutes.
- RingCentralsupportingRingCentral integration for communications within Neos. Part of broader integration strategy for legal tech ecosystem.
- Zoom PhonesupportingZoom Phone integration for voice communications. Part of video and communication integration offerings.
- LawPaysupportingLawPay integration for legal payment processing. Featured in Neos Academy billing and invoicing training modules.
- MailchimpsupportingMailchimp integration for email marketing automation. Part of law firm marketing tools within the Neos ecosystem.
- HubSpotsupportingHubSpot marketing automation integration referenced for lead nurturing campaigns and CRM workflows.
- ActiveCampaignsupportingActiveCampaign marketing automation referenced as alternative for automated lead-nurturing campaigns.
Scale indicators12 records
Recent moves8 records
Expansion highlights6 records
Assembly Software competitors and assessment
Company assessmentDirect peers
- Clio: Clio is the leading cloud-based legal practice management platform serving law firms of all sizes and practice areas. It is the most direct competitor to Assembly's Neos, with overlapping case management, billing, document automation, and now AI features (Clio Duo). Comparability is highest on core product, GTM motion (subscription SaaS to law firms), and customer base.
- MyCase: MyCase is a legal practice management platform offering case management, billing, document management, and client communication for small and mid-sized law firms. Owned by AffiniPay, it competes head-to-head with Neos in the SMB/mid-market segment, particularly for PI and family law firms.
- PracticePanther: PracticePanther is a cloud-based legal practice management solution with case management, billing, document automation, and integrations targeted at small to mid-sized law firms. It directly overlaps with Neos on workflow automation, client intake, and per-seat subscription pricing.
- Smokeball: Smokeball provides legal practice management software with strong document automation, matter management, and AI features (Smokeball Boost) tailored for small law firms, with particular strength in PI and family law. Highly comparable on customer profile (small/mid-market firms), feature set, and AI roadmap.
- Filevine: Filevine is a legal case management platform built for litigation and PI firms, with deep AI capabilities (Filevine AI) for document summarization, drafting, and case insights. One of the closest direct competitors to Neos in the PI/litigation vertical with embedded generative AI.
- CASEpeer: CASEpeer is a cloud-based practice management platform purpose-built for personal injury law firms, offering case management, demand drafting, medical record handling, and settlement analytics. Directly comparable to Neos in the PI vertical niche.
Broad incumbents
- NetDocuments: NetDocuments is a cloud-based document management system for legal and professional services firms with embedded AI (ndMAX). While broader than Neos, it competes on document automation, AI summarization, and enterprise security, often as part of a larger legal tech stack alongside practice management tools.
- Thomson Reuters (Elite / ProLaw): Thomson Reuters offers legal practice management and document solutions (Elite 3E, ProLaw) targeted at mid-market and large law firms. As a major incumbent in legal technology and Assembly's explicit partner, it represents both a complementary ecosystem player and a competitive force at the enterprise end of the market.
- iManage: iManage provides document and email management for law firms and professional services, with AI features (iManage AI) for document analysis. Comparable on document-centric workflow and enterprise security, though iManage is more horizontal and often paired with separate practice management tools.
Emerging players
- CosmoLex: CosmoLex is a cloud-based legal practice management platform combining case management, accounting, and billing in a single product for small law firms. Comparable on subscription SaaS model and small/mid-market firm target, though less focused on PI-specific workflows and embedded AI than Neos.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Assembly Software social profiles
Digital presenceAssembly Software compliance and trust
Trust signalCompliance2 records
Assembly Software financial estimates
Financial estimateRevenue estimate
Valuation estimate
Assembly Software leadership team
Management profileNumber of profiles
Profiles13 records
Assembly Software subsidiaries and ownership
Company hierarchySubsidiaries3 records
Assembly Software funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Assembly Software M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Assembly Software
What does Assembly Software do?
Assembly Software provides Neos, a cloud-based legal case and practice management platform used by law firms to manage cases, automate intake, track deadlines, bill clients, and store documents. The platform embeds NeosAI, a generative AI layer built on Microsoft Azure AI Foundry that drafts legal documents, summarizes cases, extracts data from records, and answers questions across case content. The company also operates legacy brands Needles and Trialworks, a government edition (NeosGov), and the Neos Academy training program, serving over 2,300 law firms with 40,000+ users.
Is Assembly Software a public or private company?
Assembly Software is a private company. It is classified as private equity controlled and is currently operating.
When was Assembly Software founded?
Assembly Software was founded in 2020. It employs 101 to 250 people.
Where is Assembly Software based?
Assembly Software is headquartered in Coral Gables, United States, in the North America region.
How does Assembly Software make money?
Five revenue lines are on record. Software Subscription (Neos Platform) is the primary driver. The others are per-Seat User Licenses, professional Services, maintenance and Support and neosAI Platinum Tier.
Who are Assembly Software's main competitors?
Direct peers on record are Clio, MyCase, PracticePanther, Smokeball, Filevine and CASEpeer. Broad incumbents are NetDocuments, Thomson Reuters (Elite / ProLaw) and iManage. CosmoLex is listed as an emerging player.
Does Assembly Software have an API?
No public API is recorded for Assembly Software.
What industry is Assembly Software in?
Assembly Software's product category is Legal Practice Management Software. Its primary akta.pro industry code is BPAEAPAO, Records Management, Information Governance & Retention. Its NAICS code is 5132 and its SIC code is 7372.