EvenUp

What EvenUp does

EvenUp is a legal technology company that builds AI software exclusively for U.S. personal injury (PI) law firms. Founded in 2019 and headquartered in San Francisco with a secondary office in Toronto, the company targets the operational bottlenecks of PI practice—medical record review, demand letter drafting, treatment monitoring, and case manager staffing—by combining a proprietary vertical AI model called Piai™ with a managed-service offering called Pre-Litigation as a Service (PLAAS™). The platform is used by 2,000+ PI firms, including 20–30% of the U.S. Top 100, and processes more than 10,000 cases per week representing over $10 billion in damages claimed. As of the October 2025 Series E, EvenUp had resolved 200,000+ cases and helped PI clients secure more than $10 billion in damages.

The product portfolio is anchored by Piai™, a vertical AI model trained on hundreds of thousands of injury cases, millions of medical records, and a 250,000+ verdict/settlement dataset, with continuous refinement by 100+ in-house nurses, paralegals, adjusters, and lawyers yielding claimed 99% output accuracy with line-level citations. Around Piai™, EvenUp sells module subscriptions including Express Demands™, Expert Demands™, MedChrons™, AI Drafts™, Companion™, Communication Agents™, Medical Management™, AI Playbooks™, and Executive Analytics™, plus the integrated PLAAS™ service that bundles AI with U.S.-based case management staff. The platform integrates natively with the major PI case management systems (Litify, SmartAdvocate, CASEpeer) and operates under SOC 2 Type II and HIPAA compliance.

EvenUp monetizes through case-based SaaS subscriptions for its Claims Intelligence Platform and flat-fee pricing for PLAAS™ engagements, with quotes obtained via sales-led conversion through "Schedule a Call" and "Schedule a Demo" CTAs. Pricing emphasizes ROI outcomes (10x ROI, 69% higher likelihood of hitting policy limits, ~$1,000 reduction in case carrying costs) rather than published rate cards. The company is privately held, has raised $385 million across Series B through E (Bessemer, Bain Capital Ventures, Lightspeed, B Capital, REV, Premji Invest, SignalFire, NFX, DCM, HarbourVest, Adams Street), reached a $2B+ valuation in October 2025, and employs 500+ staff—nearly 50% growth year-over-year. Co-founders Rami Karabibar (CEO), Raymond Mieszaniec (COO), and Saam Mashhad (Chief of Product & Legal Operations) remain in active operational roles.

Name

EvenUp

Legal name

EvenUp Inc.

Website

https://evenuplaw.com

Company type

Private

Founded year

2019

Operating status

Operating

Headcount range

501–1,000 employees

Short description

EvenUp is a legal tech company that provides a vertical AI platform (Piai™) and managed pre-litigation services (PLAAS™) exclusively for U.S. personal injury law firms, automating demand drafting, medical record analysis, and case workflows for 2,000+ firms.

Ownership category

akta.pro rank

Product category

Legal Technology (Personal Injury AI Software)

NAICS

Software Publishers (5132)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)

akta.pro secondary industry

Enterprise AI Governance, Risk & Compliance Platforms (Model Risk, Audit, Policies) (HDAEANAE)

Keywords

• Personal injury AI
• Legal demand automation
• Medical record analysis
• Case management software
• Legal document drafting

Headquarters

HQ city

San Francisco

HQ country

United States

HQ region

North America

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure

Revenue model

1. Claims Intelligence Platform SaaS subscriptions: Recurring SaaS subscriptions to EvenUp's AI-powered platform including Demands, Express Demands, AI Drafts, Companion, MedChrons, Workflow Automation, Medical Management, Executive Analytics, and Settlement Repository—case-based pricing aligned to PI firm needs.
2. Pre-Litigation as a Service (PLAAS™): Managed services offering combining EvenUp AI with U.S.-based case management staff handling full pre-litigation lifecycle (claim setup, care management, records/bills retrieval, demand prep, settlement negotiation, lien resolution). Pricing is predictable flat-fee per case, replacing traditional hiring cycles.

Pricing tiers

Go-to-market motion1 record

Marketing channels10 records

Core offering

EvenUp develops and sells a proactive AI platform for U.S. personal injury law firms, anchored by Piai™, a proprietary vertical AI model trained on hundreds of thousands of injury cases and millions of medical records. The platform automates demand package preparation, medical chronology generation, document drafting, treatment monitoring, and settlement negotiation across the full PI case lifecycle. It is sold as case-based SaaS subscriptions augmented by PLAAS™, a managed-service layer pairing the AI with U.S.-based case management staff.

Product overview

EvenUp is the first proactive AI platform built specifically for personal injury (PI) law, combining a proprietary vertical AI model called Piai™ with a portfolio of integrated modules spanning the entire case lifecycle — from intake through trial — and a service offering called PLAAS™ that adds US-based case management staff on top of the software. The platform is anchored by Piai™, which powers all product capabilities with line-level citations and is refined by a 100+ person in-house team of nurses, paralegals, adjusters, case managers, and lawyers. Around Piai™, EvenUp sells Pre-Litigation Solutions (Intake, Treatment, Demands via Express Demands™ and Expert Demands™, Negotiation, all orchestrated by PLAAS™ and supported by Medical Management™ and Communication Agents™) and Litigation Solutions (Discovery, Trial supported by MedChrons™, AI Drafts™ and Companion™). Cross-cutting modules include AI Playbooks™ / Workflow Automation™ for proactive file review, Executive Analytics™ for firmwide performance, and Settlement Repository™ for verdict-data intelligence. The platform also offers a native integration layer connecting to case management systems (Litify, SmartAdvocate, CASEpeer) and document storage (SharePoint, Google Drive, Dropbox). Together, these products are positioned as a unified proactive operating system for PI firms, replacing fragmented point tools and manual workflows.

Differentiator

Problem solved

Functional benefit

Brands

• Piai™: Proprietary personal injury AI model trained on hundreds of thousands of injury cases and millions of medical records, powering EvenUp's platform.
• PLAAS™ (Pre-Litigation as a Service)
• Companion™ (Case Companion™)
• AI Drafts™
• Communication Agents™
• MedChrons™
• Express Demands™
• Expert Demands
• Executive Analytics™
• Medical Management™
• Proactive Workflows (AI Playbooks™)
• Settlement Repository™

Products and services

• PLAAS™ (Pre-Litigation as a Service) An outsourced pre-litigation operations service that combines EvenUp's Piai™ AI with U.S.-based case management staff to manage the full pre-litigation lifecycle from claim setup through settlement negotiation and lien resolution, working directly inside a law firm's own CMS and following its policies. Sold on a flat-fee-per-case basis to plaintiff-side U.S. PI firms.
• Piai™ Personal Injury AI EvenUp's proprietary vertical AI model trained on hundreds of thousands of injury cases and millions of medical records, enhanced by 100+ in-house legal and medical experts. Powers entity extraction, data cleansing, output generation, and quality control across every EvenUp product with line-level citations and 99% accuracy.
• AI Drafts™ AI drafting suite that produces any legal document (demands, complaints, interrogatory responses, mediation briefs, negotiation sheets, openings/closings) in minutes using Mirror Mode to replicate a firm's voice and structure, with line-level citations on every fact.
• Companion™ (Case Companion™ AI Assistant) A legal AI assistant that lets teams query every case file in natural language and receive actionable insights with line-level citations, providing firmwide visibility across the docket and flagging high-value cases, missing MRIs, and TBI indicators.
• Communication Agents™ AI-powered voice and SMS agents that automate routine case communications end-to-end, including opening insurance claims, confirming liability/coverage, checking in on client treatments, chasing medical records, and verifying medical balances.
• Medical Management™ Treatment-phase command center providing real-time visibility into plaintiff medical journeys, monitoring care timelines, flagging treatment gaps and missed appointments, and reconciling medical bills automatically per provider.
• Workflow Automation™ (AI Playbooks™) Proactive AI that automatically analyzes every new case file in the CMS to surface risks, identify treatment gaps, flag high-value opportunities, and screen for mass torts. AI Playbooks are 100% automated after one-time configuration and customizable to firm-specific policies.
• Express Demands™ AI-generated comprehensive personal injury demand letters produced in minutes with one-click templates that mirror a firm's tone. Used for straightforward liability cases with automated exhibit organization and line-level citations.
• Expert Demands™ (Demands™) AI-drafted demand letters reviewed and finalized by EvenUp's team of 150+ legal professionals (former paralegals, lawyers, and adjusters). Delivered in 1–5 days for complex liability cases, including detailed damages, ICD-coded injuries, and verdict analyses.
• MedChrons™ Interactive AI-assisted medical chronologies that turn raw medical records into trial-ready treatment timelines showing the full arc of pain and suffering, including treatment gaps, severity, and injury progression.
• Settlement Repository™ Data-driven settlement outcome intelligence drawing on a 250K+ verdict and settlement dataset to inform negotiation strategy, valuation, and case prioritization.
• Case & Negotiation Prep Case preparation module that identifies missing documents and bills, surfaces treatment gaps and bad facts early, and supports negotiation preparation so attorneys walk into every negotiation fully briefed with a complete liability/damages picture.
• Integrations Integration layer providing native, two-way connectors to leading case management systems (Litify, SmartAdvocate, CASEpeer) and document storage platforms (SharePoint, Google Drive, Dropbox), plus custom integration support.

Quantifiable outcome

• 69% higher likelihood of hitting policy limits
• +13 more outcomes

Named customers15 records

Segments5 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration7 records

AI capability13 records

Feature12 records

Scale indicators14 records

Recent moves7 records

Expansion highlights7 records

Direct peers

• Harvey: Harvey builds domain-specialized generative AI for law firms and in-house legal teams, including plaintiff-side practice workflows. Like EvenUp, it sells into U.S. law firms and has raised at a multi-billion-dollar valuation. Harvey is broader in scope (transactional, corporate, litigation) but competes for the same AI-in-legal wallet and share-of-mind among AmLaw and large PI firms.
• Filevine: Filevine is a leading legal case management system with AI features (AI Drafting, AI Fields) deeply embedded in PI and personal injury workflows. It competes with EvenUp at the CMS layer plus increasingly at the AI layer, and is a likely candidate to build or bundle competing AI features natively, threatening EvenUp's reliance on Litify/SmartAdvocate/CASEpeer integrations.
• Smokeball: Smokeball is a legal practice management platform with strong adoption among small and mid-sized PI firms — EvenUp's core SMB segment. It offers automated document assembly, billing, and matter management that overlaps with EvenUp's Express Demands, AI Drafts, and Workflow Automation modules, making it a direct competitor for budget-constrained PI practices.

Broad incumbents

• Thomson Reuters: Thomson Reuters operates Westlaw, Practical Law, and CoCounsel AI — a broad legal AI suite directly competing with EvenUp's drafting and research capabilities. As the incumbent in legal information services, it has the customer footprint, content moat, and balance sheet to bundle PI-specific AI features into existing firm contracts, posing a long-term threat to EvenUp's mid-market pricing power.
• LexisNexis (Lexis+ AI): LexisNexis, a RELX business, sells Lexis+ AI for legal research and drafting, plus vast medical-records and claims databases that overlap with EvenUp's 250K+ verdict/settlement dataset. As a broad incumbent with deep PI data assets (notably through LexisNexis Risk Solutions), it competes on both the AI front-end and the underlying data backbone EvenUp relies on.
• Clio: Clio is the dominant cloud-based legal practice management platform for small and mid-sized law firms, including a large PI segment. Clio has launched Clio Draft (AI-assisted document drafting) and partnered with EvenUp's own investors (e.g., participated in EvenUp's Series B). It competes with EvenUp at the firm-OS layer and is positioned to bundle PI-specific AI features over time.

Emerging players

• Spellbook: Spellbook is an AI-powered legal drafting assistant used by law firms for contract and litigation document drafting. While its initial focus was transactional work, its expansion into litigation drafting overlaps with EvenUp's AI Drafts™ and Express Demands™ offerings, and it represents the wave of well-funded AI-native legal tools competing for the same firm-level AI budget.
• Ironclad: Ironclad is a leading AI-enabled contract lifecycle management platform used by enterprise legal teams. While its core focus is contracts rather than PI litigation, Ironclad's expansion into broader legal AI workflows and its enterprise sales motion make it a comparable peer in the legal AI category, sharing investor profiles and customer overlap with corporate law departments adjacent to PI practices.
• Paxton AI: Paxton AI is an emerging legal AI platform purpose-built for plaintiff-side law firms, with features spanning medical records analysis, demand drafting, and case intelligence. It is the closest direct vertical competitor to EvenUp in the PI AI category, though at an earlier stage of funding and customer penetration.

Others

• Litify: Litify is a Salesforce-based legal case management platform and an EvenUp integration partner. While not a direct competitor today (Litify focuses on CMS, EvenUp on AI on top of it), Litify's roadmap could include competing AI features, and any deterioration of the partnership would remove a key distribution channel for EvenUp's PI platform.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks7 records

Key highlights7 records

Customer concentration

• YouTubeyoutube.com/@EvenUpLaw
• Facebookfacebook.com/EvenUpLaw
• LinkedInlinkedin.com/company/evenup
• Instagraminstagram.com/evenuplaw
• Xx.com/evenuplaw

Compliance2 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles6 records

Funding overview

Funding rounds6 records

Investors22 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about EvenUp