Enterprise Legal AI Platform

Legal Intelligence Powered by Custom LLMs

RIWEN transforms how legal professionals work. Our generative AI platform is purpose-built for law firms and in-house legal teams, delivering unprecedented accuracy in legal research, document drafting, and precedent analysis. Trusted by leading law firms handling the most complex matters.

85%
Research Time Saved
10M+
Legal Documents Analyzed
99.2%
Citation Accuracy
RIWEN Legal AI
JD
Find relevant precedents for breach of fiduciary duty in Delaware corporate governance cases from the last 5 years.
R
I found 47 relevant Delaware Chancery Court decisions. The most applicable precedents include In re Caremark Int'l Inc. and Stone v. Ritter. Analyzing duty of oversight standards...
JD
Draft a motion to dismiss based on the business judgment rule.
R
About RIWEN

We build legal-native AI that understands the law.

Unlike general-purpose AI tools retrofitted for legal work, RIWEN was built from the ground up by legal technologists and practicing attorneys who understand the precision and nuance that legal work demands.

Our platform leverages custom large language models trained specifically on legal corpora spanning millions of case opinions, statutes, regulations, and legal treatises. We partner with a leading legal information provider to ensure our AI has access to the most comprehensive and current legal data available.

The result is an AI that doesn't just process legal text—it understands legal reasoning, recognizes jurisdictional nuances, and generates work product that meets the exacting standards of top-tier law firms and corporate legal departments.

Legal-specific training data
Attorney-validated outputs
Jurisdictional awareness
Citation verification

Deep Legal Understanding

Our models are trained on over 50 million legal documents, including case law, statutes, regulations, contracts, and legal commentary spanning all major practice areas and jurisdictions.

98%

Attorney Approval Rate

Outputs consistently meet professional standards with minimal revision needed.

3x

Faster Document Review

Accelerate due diligence and contract analysis without sacrificing thoroughness.

Core Capabilities

What RIWEN Does Best

Three core competencies powered by custom LLMs designed specifically for the legal profession. Each capability is built to augment attorney expertise, not replace it.

RESEARCH
Legal Intelligence
DRAFTING
Document Generation
ANALYSIS
Contract Review

Legal Research & Discovery

Surface relevant case law, statutes, and regulations in seconds. Our AI understands legal context and provides comprehensive research memos with proper citations and analysis.

Multi-jurisdictional search across 50 states and federal courts Automatic citation verification with Shepard's-style analysis Contextual precedent ranking based on relevance and authority Natural language queries that understand legal terminology

Intelligent Document Drafting

Generate first drafts of legal documents that reflect current best practices and your firm's style. From complex litigation briefs to routine contracts, reduce drafting time while maintaining quality.

Motions, briefs, and pleadings with proper formatting Contract generation with customizable clause libraries Memoranda and legal opinions with structured analysis Automatic adaptation to jurisdiction-specific requirements

Contract Analysis & Review

Accelerate due diligence with AI-powered contract review. Identify risks, extract key provisions, and compare terms against market standards and your preferred positions.

Automatic extraction of key terms and obligations Risk identification and severity classification Deviation analysis against standard playbooks Batch processing for large-scale due diligence

Regulatory Monitoring

Stay ahead of regulatory changes with automated monitoring and analysis. Get alerts on developments that impact your clients and practice areas, with plain-language summaries of complex regulatory texts.

Real-time tracking of federal and state regulations Industry-specific compliance alerts Impact analysis on existing client matters Automated regulatory change summaries

Knowledge Management

Transform your firm's collective knowledge into a searchable, intelligent asset. RIWEN learns from your work product, enabling attorneys to leverage institutional expertise across practice groups.

Secure indexing of firm documents and precedents Intelligent search across matters and practice areas Automatic tagging and categorization Expert identification and knowledge routing

Matter Intelligence

Get comprehensive insights on judges, opposing counsel, and case outcomes. Our AI analyzes litigation history to inform strategy and predict outcomes based on historical patterns.

Judicial analytics and ruling pattern analysis Opposing counsel history and strategy insights Case outcome prediction based on comparable matters Venue selection optimization
Research Drafting Analysis
Research
Documents
Chat
Matters
In re Caremark Int'l Inc. Derivative Litigation
Del. Ch. 1996 · 698 A.2d 959 High Relevance
Stone v. Ritter
Del. 2006 · 911 A.2d 362 High Relevance
Marchand v. Barnhill
Del. 2019 · 212 A.3d 805 Recent
The Platform

Built for How Lawyers Actually Work

RIWEN integrates seamlessly into existing legal workflows. Whether you prefer a conversational interface, structured research tools, or API access for custom integrations, our platform adapts to your practice.

Natural Language Interface

Ask questions in plain English and get comprehensive legal analysis. No need to learn complex search syntax or Boolean operators.

Document Management Integration

Connect with iManage, NetDocuments, and other DMS platforms. Access and analyze documents without leaving your workflow.

Microsoft 365 & Google Workspace

Use RIWEN directly within Word, Outlook, and other productivity tools. Draft and research without switching applications.

Enterprise API Access

Build custom applications and automations with our comprehensive API. Integrate legal AI into any workflow or system.

Schedule Platform Demo
Our Technology

Purpose-Built Legal LLMs

Three generations of custom language models, each designed to excel at specific legal tasks while maintaining the highest standards of accuracy and reliability.

01

RIWEN Research Engine

Our foundational research model, trained on over 50 million legal documents including case law, statutes, regulations, and secondary sources. It understands legal reasoning, citation networks, and jurisdictional hierarchies.

Comprehensive case law database spanning all federal and state jurisdictions
Real-time citation verification and treatment analysis
Contextual relevance ranking based on legal authority hierarchy
02

RIWEN Draft Assistant

Our document generation model, fine-tuned on millions of legal documents from top-tier law firms. It produces work product that matches the style, structure, and quality of experienced practitioners.

Adaptive style matching for firm-specific preferences
Jurisdiction-aware formatting and procedural compliance
Automatic citation insertion with verification
03

RIWEN Contract Analyzer

Our specialized contract analysis model, trained on millions of commercial agreements across all major transaction types. It identifies risks, extracts provisions, and benchmarks terms against market standards.

90+ standard provision types automatically identified
Market standard benchmarking across transaction types
Customizable playbook integration for negotiation support
How It Works

From Question to Insight in Seconds

RIWEN's workflow is designed to feel natural to legal professionals while delivering the speed and scale advantages of AI.

1

Ask Your Question

Describe your research question, drafting need, or document to analyze in plain English. No complex syntax required.

2

AI Analysis

RIWEN's legal LLMs process your request, searching millions of documents and applying legal reasoning to generate results.

3

Review Results

Receive comprehensive analysis with cited sources, drafted documents, or extracted insights—all verified for accuracy.

4

Refine & Export

Iterate with follow-up questions, refine outputs, and export directly to your document management system or workflow.

Use Cases

Transforming Legal Work Across Practice Areas

From complex litigation to high-volume transactional work, RIWEN adapts to the unique demands of every practice area and matter type.

Complex Litigation

Litigation

Accelerate motion practice and brief writing with AI-powered research that identifies the most relevant precedents and helps construct compelling legal arguments. RIWEN understands procedural requirements across jurisdictions and generates first drafts that reflect best practices.

70% faster motion to dismiss research and drafting
Automatic identification of distinguishing facts in adverse precedents
Judicial analytics for strategy optimization

Mergers & Acquisitions

Corporate

Transform due diligence with AI-powered contract analysis that identifies material risks, extracts key terms, and benchmarks provisions against market standards. Process thousands of contracts in hours instead of weeks while maintaining thoroughness.

Review 10,000+ contracts in a single due diligence project
Automatic extraction of change of control provisions
Risk scoring and prioritization for attorney review

Regulatory Compliance

Regulatory

Stay ahead of regulatory changes with automated monitoring and analysis. RIWEN tracks federal and state regulatory developments, identifies impacts on your clients, and generates plain-language summaries of complex regulatory texts.

Real-time monitoring of 100+ regulatory agencies
Automated compliance gap analysis
Industry-specific regulatory intelligence

Intellectual Property

IP

Accelerate patent prosecution, trademark clearance, and IP litigation with AI-powered prior art search, claim analysis, and infringement assessment. RIWEN understands the technical and legal nuances of intellectual property matters.

Comprehensive prior art search across patent databases
Claim chart generation and infringement analysis
Trademark clearance with conflict identification

Employment Law

Employment

Navigate the complexities of employment law across multiple jurisdictions with AI-powered research and document drafting. From employment agreements to workplace investigations, RIWEN understands the nuances of labor and employment matters.

Multi-state employment law comparison and analysis
Employee handbook generation and compliance review
Wage and hour compliance analysis

Real Estate Transactions

Real Estate

Streamline commercial real estate transactions with AI-powered due diligence, lease abstraction, and document generation. RIWEN analyzes property documents, identifies title issues, and generates comprehensive transaction summaries.

Automated lease abstraction with 95%+ accuracy
Title document analysis and exception identification
Environmental and zoning compliance research
Enterprise Security

Built for the Most Sensitive Legal Work

RIWEN was designed from the ground up to meet the rigorous security and confidentiality requirements of elite law firms and corporate legal departments.

End-to-End Encryption

All data encrypted in transit and at rest using AES-256 encryption. Your privileged communications remain protected at every step.

Data Isolation

Complete tenant isolation ensures your firm's data is never commingled with other organizations or used to train models for other clients.

Access Controls

Granular role-based permissions, multi-factor authentication, and integration with your existing identity provider through SAML and OIDC.

Audit Logging

Comprehensive audit trails for all platform activity, supporting compliance requirements and enabling security monitoring.

SOC 2 Type II Certified
ISO 27001 Compliant
GDPR Ready
CCPA Compliant

Your expertise. Amplified.

RIWEN doesn't replace attorneys—it makes them more effective, efficient, and impactful. Focus on strategy while AI handles the heavy lifting.

50M+
Legal Documents Indexed
200+
Law Firms Using RIWEN
4.2M
Attorney Hours Saved
Under the Hood

Understanding RIWEN's Legal AI Architecture

Our platform combines cutting-edge language model technology with deep legal domain expertise. Here's how the key components work together to deliver reliable, accurate legal AI.

Legal-Specific Training
Unlike general-purpose AI models that are retrofitted for legal use, RIWEN's models are trained from the ground up on legal corpora. This includes over 50 million case opinions, statutes, regulations, contracts, legal treatises, and other primary and secondary legal sources. The result is an AI that understands legal reasoning, citation practices, jurisdictional hierarchies, and the nuanced language of different practice areas.
Retrieval-Augmented Generation
RIWEN combines the power of large language models with real-time retrieval from authoritative legal databases. When you ask a question, our system first searches relevant legal sources, then uses the retrieved documents as context for generating responses. This ensures that outputs are grounded in actual legal authority rather than the model's parametric knowledge alone, dramatically reducing hallucination and improving accuracy.
Citation Verification
Every citation RIWEN generates is verified against authoritative databases in real-time. We check that cited cases exist, verify the accuracy of quoted text, analyze whether the cases remain good law, and ensure that citations support the propositions for which they are cited. This multi-layered verification system achieves 99.2% citation accuracy—far exceeding both human researchers and competing AI tools.
Human-in-the-Loop Design
RIWEN is designed to augment attorney judgment, not replace it. Our platform clearly distinguishes between AI-generated content and verified legal authority, provides confidence scores for generated outputs, and makes it easy for attorneys to review, edit, and refine AI work product. This human-in-the-loop approach ensures that final work product always reflects professional judgment.
User Query
Retrieval
Legal LLM
Documents
Verification
Response
Integrations

Works With Your Existing Tools

RIWEN integrates seamlessly with the document management systems, productivity tools, and legal research platforms you already use.

iManage
NetDocuments
Microsoft 365
Google Workspace
Westlaw
LexisNexis
Slack
Teams
Clio
Outlook
Salesforce
REST API

Don't see your tool? We're constantly adding new integrations.

Request Integration
FAQ

Common Questions About RIWEN

Answers to the questions we hear most often from law firms and legal departments evaluating legal AI solutions.

Q: How does RIWEN ensure citation accuracy?

Every citation RIWEN generates goes through multi-stage verification. We check that cited cases exist in authoritative databases, verify quoted text against original sources, analyze current treatment and validity, and confirm that citations support the legal propositions stated. This process achieves 99.2% citation accuracy.

Q: Is my client data used to train RIWEN's models?

No. Your firm's data is never used to train models that serve other clients. We maintain complete tenant isolation, and your confidential information remains protected. Your data can be used to fine-tune models exclusively for your firm's use if you choose, but this is entirely optional.

Q: How does RIWEN compare to general-purpose AI like ChatGPT?

General-purpose AI models lack the specialized legal training, citation verification, and jurisdictional awareness that legal work demands. RIWEN's models are trained specifically on legal corpora and designed for professional legal use, with built-in safeguards against hallucination and inaccuracy that general tools lack.

Q: What practice areas does RIWEN support?

RIWEN supports all major practice areas including litigation, corporate/M&A, intellectual property, employment, real estate, regulatory compliance, and more. Our models are trained on diverse legal content and can adapt to the specific terminology and conventions of different practice areas.

Q: What does implementation look like?

Implementation typically takes 2-4 weeks depending on integration requirements. Our team handles SSO configuration, DMS integration, and user training. We provide dedicated support during rollout and ongoing access to our customer success team.

Q: Can RIWEN be customized for our firm's preferences?

Yes. RIWEN can learn your firm's document styles, preferred clause language, formatting conventions, and internal precedents. Custom playbooks can be configured for contract review, and the platform adapts to your firm's specific terminology and practice standards.

Training and Support

Every RIWEN deployment includes comprehensive training to ensure your team gets maximum value from the platform. Our legal AI specialists work directly with your attorneys and staff to build proficiency and confidence.

Role-Based Training
Customized training tracks for associates, partners, paralegals, and support staff based on their specific use cases and workflows.
On-Demand Resources
Comprehensive video library, documentation, and quick-start guides available 24/7 for self-service learning.
Dedicated Success Manager
Every enterprise customer receives a dedicated customer success manager to ensure ongoing adoption and value realization.

Ethical AI Commitment

We believe responsible AI development is essential for the legal profession. RIWEN is committed to transparency, accuracy, and supporting—not replacing—professional judgment.

Transparency First
RIWEN clearly distinguishes AI-generated content from verified legal authority and provides confidence scores for all outputs.
Bias Monitoring
Continuous monitoring and testing to identify and address potential biases in AI outputs across different practice areas and demographics.
Professional Oversight
Designed to augment attorney judgment, not replace it. All outputs are clearly marked as AI-generated for appropriate review.
Get Started

Ready to Transform Your Legal Practice?

Schedule a personalized demo to see how RIWEN can help your firm work smarter, faster, and more efficiently. Our team will walk you through the platform and answer any questions about implementation, security, or capabilities.

Website theriwen.com
Address 1220 South Boyle Ave
Los Angeles, CA 90023

Request a Demo