The Strategic AI Co -
Pilot For Law
Automate routine work, uncover critical insights, and gain a data-driven edge in every case. Ross AI is the operating system for the modern law firm, built for the 99% of practices left behind by enterprise AI.

The AI Legal OS
An Integrated Command Center for Your Entire Practice
Ross AI is more than a tool; it’s a foundational platform that transforms your firm’s scattered data into a strategic asset. It connects every phase of your workflow, from intake to argument, providing a single source of truth and intelligence.
Drafting & Analysis
Quickly create, analyze, and refine detailed legal documents using advanced tools that drastically reduce drafting time.
Grounded Research
Get reliable, citable answers from case law and your own private case files. No hallucinations. Ever.
Strategic Intelligence
Move beyond research to foresight. Predict case outcomes, analyze judicial patterns, and build data-driven strategies that win.
AI Drafting Assistant (MS Word Add-in)
A direct and powerful competitor to Harvey's Word Add-in, operating seamlessly inside Microsoft Word—the primary work environment for lawyers.
📝 Drafting
Generate first drafts of legal documents (motions, contracts, client letters) from simple natural language prompts.
📄 Summarization
Create concise summaries of lengthy documents or specific sections.
🔍 Analysis & Redlining
Analyze third-party contracts, flag risky or non-standard clauses, and suggest alternative language.
📂 Templates
Pre-loaded library of templates for common legal documents across multiple practice areas.
Secure Case File Vault
This feature mirrors the concept of Harvey's Vault but is tailored for the scale and needs of SME firms. It provides a centralized, encrypted, and easily navigable repository for all documents related to a specific case or matter.
✨ Key Differentiator: Semantic Search
Instead of a static folder of documents, the Vault transforms into an interactive knowledge base. Users can ask natural language questions about their entire case file:
- “Find all emails where the expert witness discusses the timeline of events.”
- “Summarize our client's position from the initial complaint.”
Grounded Legal Research Engine
This module provides a trustworthy and reliable legal research capability. It leverages a Retrieval-Augmented Generation (RAG) architecture to ensure that all answers to legal questions are factually accurate and directly traceable to specific, citable sources from a corpus of public case law and statutes.
⚖️ Why It Matters
By grounding outputs in verifiable sources, this engine addresses the legal profession's deep-seated skepticism towards AI-generated content and removes the fear of hallucinations.
- Factually accurate answers only
- Citable case law and statutes
- Transparency & trust built-in
Practice Management System (PMS) Integration (Clio First)
This is the most critical strategic feature for market penetration. A deep, bi-directional integration will be built with Clio, the market-leading PMS for small law firms.
🔗 Key Benefits
- Seamless Data Sync: Automatically associate documents in the Ross Vault with the correct client matters in Clio.
- Automated Time Tracking: Capture time spent on research and drafting in Ross and push it directly to Clio for billing.
- Unified Workflow: Position Ross as an embedded, indispensable part of the firm's operational workflow rather than a separate tool.
No-Code Workflow Builder
This feature democratizes the power of Harvey's custom Workflowsfor non-technical users. It provides an intuitive, visual, drag-and-drop interface that allows firms to automate their unique, repeatable processes.
⚡ What Firms Can Do
- Client Intake Automation: Instantly create a workflow that generates an engagement letter after capturing client details.
- Discovery Requests: Build workflows that draft standard interrogatories tailored to case type.
- Custom Automations: Any repeatable legal process can be modeled and executed without code.
Analytics & Reporting Dashboard
This module provides firm partners and administrators with clear, actionable insights into how Ross is being used and the value it is creating. Metrics will include usage by attorney, time saved on specific tasks, and most-used features.
📊 Why It Matters
These insights are essential for demonstrating ROI, justifying the subscription cost, and encouraging wider adoption within the firm.
- Usage by Attorney: Track individual adoption and engagement.
- Time Saved: Quantify efficiency gains on drafting, research, and workflows.
- Feature Popularity: See which AI tools deliver the most value.
Judicial and Counsel Analytics Engine
This powerful tool provides data-driven insights to help lawyers select the optimal judge and understand their opposing counsel. By analyzing vast datasets of court records, historical rulings, and professional profiles, the engine gives attorneys a strategic edge.
⚖️ Judge Profiling
Generate comprehensive judge profiles, detailing ruling tendencies on specific motions (e.g., motions to dismiss), case type experience, average case timelines, and frequently cited precedents. Attorneys can tailor arguments to align with a judge's history and preferences.
👥 Counsel Selection
For firms needing co-counsel or local counsel, the platform analyzes attorney performance metrics, success rates in specific jurisdictions, and case-type expertise to recommend the best-fit legal professionals.
🕵️ Opposing Counsel Analysis
Understand your opponent's litigation history and strategies, including past arguments, motion success rates, and settlement behaviors — helping lawyers anticipate and counter moves effectively.
Dynamic Case Strategy Formulation
Building on the analytics engine, this feature acts as an AI-powered strategy consultant, helping lawyers prepare for hearings and adapt their approach in real-time.
🧠 Argument Simulation
The AI simulates how specific legal arguments might resonate with a judge, based on their past rulings and judicial philosophy. It can test various litigation scenarios to predict outcomes and anticipate counter-arguments.
📑 Hearing Preparation
The platform structures hearing strategies by identifying the most successful arguments from similar past cases, and suggests a logical flow for presenting evidence to maximize persuasiveness.
Lobbying and Policy Intelligence Module
This feature equips firms with tools to understand and navigate the legislative and regulatory landscape surrounding a case. It combines lobbying data with ethical safeguards to inform strategy without crossing compliance lines.
📊 Lobbying Data Integration
By integrating with federal and state lobbying databases, the module tracks which entities are lobbying on specific bills, their focus issues, and the government agencies they are targeting.
🔎 Key Influencer Identification
Analyze lobbying contracts and filings to identify the most influential lobbyists and firms working on issues relevant to a case — helping lawyers understand the key players in a policy debate.
⚖️ Ethical Considerations
The tool provides only publicly available data and is built with strict ethical guidelines. It will not facilitate direct lobbying. All insights include clear reminders of professional conduct rules governing interactions with officials and policymakers.
AI Drafting Assistant (MS Word Add-in)
A direct and powerful competitor to Harvey's Word Add-in, operating seamlessly inside Microsoft Word—the primary work environment for lawyers.
📝 Drafting
Generate first drafts of legal documents (motions, contracts, client letters) from simple natural language prompts.
📄 Summarization
Create concise summaries of lengthy documents or specific sections.
🔍 Analysis & Redlining
Analyze third-party contracts, flag risky or non-standard clauses, and suggest alternative language.
📂 Templates
Pre-loaded library of templates for common legal documents across multiple practice areas.
Secure Case File Vault
This feature mirrors the concept of Harvey's Vault but is tailored for the scale and needs of SME firms. It provides a centralized, encrypted, and easily navigable repository for all documents related to a specific case or matter.
✨ Key Differentiator: Semantic Search
Instead of a static folder of documents, the Vault transforms into an interactive knowledge base. Users can ask natural language questions about their entire case file:
- “Find all emails where the expert witness discusses the timeline of events.”
- “Summarize our client's position from the initial complaint.”
Grounded Legal Research Engine
This module provides a trustworthy and reliable legal research capability. It leverages a Retrieval-Augmented Generation (RAG) architecture to ensure that all answers to legal questions are factually accurate and directly traceable to specific, citable sources from a corpus of public case law and statutes.
⚖️ Why It Matters
By grounding outputs in verifiable sources, this engine addresses the legal profession's deep-seated skepticism towards AI-generated content and removes the fear of hallucinations.
- Factually accurate answers only
- Citable case law and statutes
- Transparency & trust built-in
Practice Management System (PMS) Integration (Clio First)
This is the most critical strategic feature for market penetration. A deep, bi-directional integration will be built with Clio, the market-leading PMS for small law firms.
🔗 Key Benefits
- Seamless Data Sync: Automatically associate documents in the Ross Vault with the correct client matters in Clio.
- Automated Time Tracking: Capture time spent on research and drafting in Ross and push it directly to Clio for billing.
- Unified Workflow: Position Ross as an embedded, indispensable part of the firm's operational workflow rather than a separate tool.
No-Code Workflow Builder
This feature democratizes the power of Harvey's custom Workflowsfor non-technical users. It provides an intuitive, visual, drag-and-drop interface that allows firms to automate their unique, repeatable processes.
⚡ What Firms Can Do
- Client Intake Automation: Instantly create a workflow that generates an engagement letter after capturing client details.
- Discovery Requests: Build workflows that draft standard interrogatories tailored to case type.
- Custom Automations: Any repeatable legal process can be modeled and executed without code.
Analytics & Reporting Dashboard
This module provides firm partners and administrators with clear, actionable insights into how Ross is being used and the value it is creating. Metrics will include usage by attorney, time saved on specific tasks, and most-used features.
📊 Why It Matters
These insights are essential for demonstrating ROI, justifying the subscription cost, and encouraging wider adoption within the firm.
- Usage by Attorney: Track individual adoption and engagement.
- Time Saved: Quantify efficiency gains on drafting, research, and workflows.
- Feature Popularity: See which AI tools deliver the most value.
Judicial and Counsel Analytics Engine
This powerful tool provides data-driven insights to help lawyers select the optimal judge and understand their opposing counsel. By analyzing vast datasets of court records, historical rulings, and professional profiles, the engine gives attorneys a strategic edge.
⚖️ Judge Profiling
Generate comprehensive judge profiles, detailing ruling tendencies on specific motions (e.g., motions to dismiss), case type experience, average case timelines, and frequently cited precedents. Attorneys can tailor arguments to align with a judge's history and preferences.
👥 Counsel Selection
For firms needing co-counsel or local counsel, the platform analyzes attorney performance metrics, success rates in specific jurisdictions, and case-type expertise to recommend the best-fit legal professionals.
🕵️ Opposing Counsel Analysis
Understand your opponent's litigation history and strategies, including past arguments, motion success rates, and settlement behaviors — helping lawyers anticipate and counter moves effectively.
Dynamic Case Strategy Formulation
Building on the analytics engine, this feature acts as an AI-powered strategy consultant, helping lawyers prepare for hearings and adapt their approach in real-time.
🧠 Argument Simulation
The AI simulates how specific legal arguments might resonate with a judge, based on their past rulings and judicial philosophy. It can test various litigation scenarios to predict outcomes and anticipate counter-arguments.
📑 Hearing Preparation
The platform structures hearing strategies by identifying the most successful arguments from similar past cases, and suggests a logical flow for presenting evidence to maximize persuasiveness.
Lobbying and Policy Intelligence Module
This feature equips firms with tools to understand and navigate the legislative and regulatory landscape surrounding a case. It combines lobbying data with ethical safeguards to inform strategy without crossing compliance lines.
📊 Lobbying Data Integration
By integrating with federal and state lobbying databases, the module tracks which entities are lobbying on specific bills, their focus issues, and the government agencies they are targeting.
🔎 Key Influencer Identification
Analyze lobbying contracts and filings to identify the most influential lobbyists and firms working on issues relevant to a case — helping lawyers understand the key players in a policy debate.
⚖️ Ethical Considerations
The tool provides only publicly available data and is built with strict ethical guidelines. It will not facilitate direct lobbying. All insights include clear reminders of professional conduct rules governing interactions with officials and policymakers.
Built For Lawyers
MS Word Integration
Draft, redline, and access AI insights without ever leaving your document.
Practice Management Sync
Deep, bi-directional integration with Clio and other leading PMS platforms to sync matters, files, and billing automatically.
Secure Case Vault
A centralized, encrypted repository for all your case files. Ask natural language questions and get instant answers from your firm's own knowledge base.
No-Code Workflow Builder
Automate your firm's unique processes—from client intake to discovery requests—with an intuitive drag-and-drop interface.

Accessible & Affordable
Transparent, tiered SaaS pricing that fits the budgets of solo, small, and mid-sized firms. No opaque enterprise contracts or six-figure setup fees. Start for free and scale as you grow.
Secure & Confidential
Built on a foundation of enterprise-grade security. SOC 2 and ISO 27001 compliant. We will never train our AI models on your confidential client data—a commitment backed by our contractual guarantee.
Open & Flexible
Powered by a state-of-the-art open-source core, Ross AI avoids vendor lock-in and delivers faster innovation. Our flexible architecture gives your firm a durable, long-term competitive edge.
Ready to Transform Your Law Practice?
Ross AI – The AI Legal OS
Join hundreds of law firms leveraging Ross AI to automate routine work, uncover critical insights, and gain a data-driven edge in every case. Let's discuss how we can make your firm smarter and faster.
Request a Demo
Tell us about your firm and we'll get back to you within 24 hours.
The Strategic AI Co-Pilot for Law
Automate routine work, uncover insights, and gain a data-driven edge in every case. Ross AI is the OS for modern law firms — built for the 99% left behind by enterprise AI.

The AI Legal OS
Integrated Command Center for Your Practice
Ross AI transforms your firm’s scattered data into a single source of truth — connecting every phase from intake to argument.
Drafting & Analysis
Create and analyze documents fast using AI tools that reduce drafting time drastically.
Grounded Research
Get reliable, citable answers from case law and your own files — zero hallucinations.
Strategic Intelligence
Predict outcomes, study patterns, and build winning strategies with data-driven insights.
AI Drafting Assistant (MS Word Add-in)
A direct and powerful competitor to Harvey's Word Add-in, operating seamlessly inside Microsoft Word—the primary work environment for lawyers.
📝 Drafting
Generate first drafts of legal documents (motions, contracts, client letters) from simple natural language prompts.
📄 Summarization
Create concise summaries of lengthy documents or specific sections.
🔍 Analysis & Redlining
Analyze third-party contracts, flag risky or non-standard clauses, and suggest alternative language.
📂 Templates
Pre-loaded library of templates for common legal documents across multiple practice areas.
Secure Case File Vault
This feature mirrors the concept of Harvey's Vault but is tailored for the scale and needs of SME firms. It provides a centralized, encrypted, and easily navigable repository for all documents related to a specific case or matter.
✨ Key Differentiator: Semantic Search
Instead of a static folder of documents, the Vault transforms into an interactive knowledge base. Users can ask natural language questions about their entire case file:
- “Find all emails where the expert witness discusses the timeline of events.”
- “Summarize our client's position from the initial complaint.”
Grounded Legal Research Engine
This module provides a trustworthy and reliable legal research capability. It leverages a Retrieval-Augmented Generation (RAG) architecture to ensure that all answers to legal questions are factually accurate and directly traceable to specific, citable sources from a corpus of public case law and statutes.
⚖️ Why It Matters
By grounding outputs in verifiable sources, this engine addresses the legal profession's deep-seated skepticism towards AI-generated content and removes the fear of hallucinations.
- Factually accurate answers only
- Citable case law and statutes
- Transparency & trust built-in
Practice Management System (PMS) Integration (Clio First)
This is the most critical strategic feature for market penetration. A deep, bi-directional integration will be built with Clio, the market-leading PMS for small law firms.
🔗 Key Benefits
- Seamless Data Sync: Automatically associate documents in the Ross Vault with the correct client matters in Clio.
- Automated Time Tracking: Capture time spent on research and drafting in Ross and push it directly to Clio for billing.
- Unified Workflow: Position Ross as an embedded, indispensable part of the firm's operational workflow rather than a separate tool.
No-Code Workflow Builder
This feature democratizes the power of Harvey's custom Workflowsfor non-technical users. It provides an intuitive, visual, drag-and-drop interface that allows firms to automate their unique, repeatable processes.
⚡ What Firms Can Do
- Client Intake Automation: Instantly create a workflow that generates an engagement letter after capturing client details.
- Discovery Requests: Build workflows that draft standard interrogatories tailored to case type.
- Custom Automations: Any repeatable legal process can be modeled and executed without code.
Analytics & Reporting Dashboard
This module provides firm partners and administrators with clear, actionable insights into how Ross is being used and the value it is creating. Metrics will include usage by attorney, time saved on specific tasks, and most-used features.
📊 Why It Matters
These insights are essential for demonstrating ROI, justifying the subscription cost, and encouraging wider adoption within the firm.
- Usage by Attorney: Track individual adoption and engagement.
- Time Saved: Quantify efficiency gains on drafting, research, and workflows.
- Feature Popularity: See which AI tools deliver the most value.
Judicial and Counsel Analytics Engine
This powerful tool provides data-driven insights to help lawyers select the optimal judge and understand their opposing counsel. By analyzing vast datasets of court records, historical rulings, and professional profiles, the engine gives attorneys a strategic edge.
⚖️ Judge Profiling
Generate comprehensive judge profiles, detailing ruling tendencies on specific motions, case type experience, average case timelines, and frequently cited precedents. Attorneys can tailor arguments to align with a judge's history and preferences.
👥 Counsel Selection
For firms needing co-counsel or local counsel, the platform analyzes attorney performance metrics, success rates in specific jurisdictions, and case-type expertise to recommend the best-fit legal professionals.
🕵️ Opposing Counsel Analysis
Understand your opponent's litigation history and strategies, including past arguments, motion success rates, and settlement behaviors — helping lawyers anticipate and counter moves effectively.
Dynamic Case Strategy Formulation
Building on the analytics engine, this feature acts as an AI-powered strategy consultant, helping lawyers prepare for hearings and adapt their approach in real-time.
🧠 Argument Simulation
The AI simulates how specific legal arguments might resonate with a judge, based on their past rulings and judicial philosophy. It can test various litigation scenarios to predict outcomes and anticipate counter-arguments.
📑 Hearing Preparation
The platform structures hearing strategies by identifying the most successful arguments from similar past cases, and suggests a logical flow for presenting evidence to maximize persuasiveness.
Lobbying and Policy Intelligence Module
This feature equips firms with tools to understand and navigate the legislative and regulatory landscape surrounding a case. It combines lobbying data with ethical safeguards to inform strategy without crossing compliance lines.
📊 Lobbying Data Integration
By integrating with federal and state lobbying databases, the module tracks which entities are lobbying on specific bills, their focus issues, and the government agencies they are targeting.
🔎 Key Influencer Identification
Analyze lobbying contracts and filings to identify the most influential lobbyists and firms working on issues relevant to a case — helping lawyers understand the key players in a policy debate.
⚖️ Ethical Considerations
The tool provides only publicly available data and is built with strict ethical guidelines. It will not facilitate direct lobbying. All insights include clear reminders of professional conduct rules governing interactions with officials and policymakers.
Built For Lawyers
MS Word Integration
Draft, redline, and access AI insights without ever leaving your document.
Practice Management Sync
Deep, bi-directional integration with Clio and other leading PMS platforms to sync matters, files, and billing automatically.
Secure Case Vault
A centralized, encrypted repository for all your case files. Ask natural language questions and get instant answers from your firm's own knowledge base.
No-Code Workflow Builder
Automate your firm's unique processes—from client intake to discovery requests—with an intuitive drag-and-drop interface.

Accessible & Affordable
Transparent, tiered SaaS pricing that fits the budgets of solo, small, and mid-sized firms. No opaque enterprise contracts or six-figure setup fees. Start for free and scale as you grow.
Secure & Confidential
Built on a foundation of enterprise-grade security. SOC 2 and ISO 27001 compliant. We will never train our AI models on your confidential client data—a commitment backed by our contractual guarantee.
Open & Flexible
Powered by a state-of-the-art open-source core, Ross AI avoids vendor lock-in and delivers faster innovation. Our flexible architecture gives your firm a durable, long-term competitive edge.
Ready to Transform Your Law Practice?
Ross AI – The AI Legal OS
Join hundreds of law firms leveraging Ross AI to automate routine work, uncover critical insights, and gain a data-driven edge in every case. Let's discuss how we can make your firm smarter and faster.
Request a Demo
Tell us about your firm and we'll get back to you within 24 hours.