Onit vs Neos

Side-by-side comparison of AI visibility scores, market position, and capabilities

Neos leads in AI visibility (70 vs 37)
Onit logo

Onit

GrowthLegal Tech

Enterprise Legal Operations

Enterprise legal ops for Fortune 500; matter management, e-billing, contract lifecycle, and workflow automation; Precedent AI applies ML to legal invoice review. Founded in Houston, Texas.

AI VisibilityBeta
Overall Score
D37
Category Rank
#1 of 1
AI Consensus
55%
Trend
up
Per Platform
ChatGPT
37
Perplexity
45
Gemini
48

About

Onit is a Houston-based enterprise software company providing legal operations management platforms to corporate legal departments and law firms. Its suite includes e-billing and matter management for tracking legal spend against budgets, contract lifecycle management for enterprise contracts, and workflow automation for routing approvals and compliance tasks. Onit serves the legal and compliance functions of large enterprises including major financial institutions, healthcare systems, and technology companies. The company's AI platform, Precedent, applies machine learning to legal invoice review, flagging billing guideline violations and reducing outside counsel spend. Founded in 2011, Onit has grown through acquisitions including BusyLamp and Bodhala, and has raised over $200M in funding from investors including K1 Investment Management. It competes with Thomson Reuters eBillingHub and TeamConnect.

Full profile
Neos logo

Neos

ChallengerLegal Technology

Legal Practice Management for Personal Injury

Cloud legal practice management for personal injury and plaintiff law firms. Part of Assembly Software;

AI VisibilityBeta
Overall Score
B70
Category Rank
#1 of 1
AI Consensus
75%
Trend
up
Per Platform
ChatGPT
78
Perplexity
80
Gemini
76

About

Neos is a cloud-based legal practice management platform designed specifically for personal injury and plaintiff-side law firms, developed and marketed by Assembly Software (formerly known as Assembly Neos, a company formed from the merger of NexFirm and Assembly). Assembly Software focuses exclusively on legal technology for personal injury firms, building a practice management platform around the specific workflow complexities of PI litigation—including medical records management, lien tracking, settlement processing, HIPAA-compliant client communication, and mass tort multi-plaintiff matter grouping. Neos was developed as a modern, cloud-native successor to AbacusLaw and Amicus Attorney, legacy desktop practice management products that Assembly Software also owns.\n\nNeos's platform provides matter management with PI-specific intake workflows, automated document generation for standard PI forms, medical record request tracking, treatment and provider management, demand letter tools, settlement management with distribution calculation, and a client-facing portal for status updates and document collection. The platform's lien management module tracks Medicare, Medicaid, and health insurance liens associated with personal injury settlements—a workflow requirement unique to PI practice that general practice management tools handle poorly. Neos integrates with e-signature providers, medical records retrieval services, and legal payment processors, and includes reporting tools for case stage pipeline management and staff productivity.\n\nNeos competes with Filevine, Litify, and Needles (owned by Assembly) in the personal injury law firm case management market. Assembly Software's consolidated portfolio—spanning multiple legacy and modern legal practice management products with shared PI market focus—gives it a migration path for firms moving from legacy desktop products to Neos's cloud platform. For personal injury law firms evaluating cloud practice management solutions that genuinely address PI workflow complexity rather than adapting general tools, Neos offers a purpose-built modern platform from a vendor with deep PI market specialization.

Full profile

AI Visibility Head-to-Head

37
Overall Score
70
#1
Category Rank
#1
55
AI Consensus
75
up
Trend
up
37
ChatGPT
78
45
Perplexity
80
48
Gemini
76
31
Claude
76
48
Grok
69

Key Details

Category
Enterprise Legal Operations
Legal Practice Management for Personal Injury
Tier
Growth
Challenger
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Onit
Enterprise Legal Operations
Only Neos
Legal Practice Management for Personal Injury

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.