AI Contract Review for Real Estate: Complete Guide 2025

Last updated: June 8, 2025 | Reading time: 12 minutes

Real estate contracts are getting more complex, deadlines are tighter, and one missed detail can derail an entire transaction. That’s where artificial intelligence contract review is transforming how transaction coordinators, agents, and brokers handle real estate deals.

The numbers are staggering: AI achieves 94% accuracy in contract analysis compared to 85% for human lawyers, processes contracts 213 times faster, and delivers ROI in just 8.5 months. With 85% of real estate firms already adopting AI and the market projected to grow from $2.9 billion to $41.5 billion by 2033, this technology has moved from experimental to essential.

In this research-backed guide, we’ll explore how AI contract review works for real estate, the proven benefits it delivers, and how to choose the right AI-powered tools for your business.

Market Data: AI Contract Review Adoption Explodes in 2025

Before diving into how AI works, let’s examine the compelling market data driving this transformation:

Adoption Statistics

• 85% of real estate firms have adopted AI to streamline operations¹
• 97% of real estate companies report active interest in AI technology²
• 87% of real estate agents consider AI “very valuable” or "extremely valuable"³

Market Growth Projections

• Global AI in real estate market: $2.9 billion in 2024 → $41.5 billion by 2033⁴
• Contract management software market: $3.02 billion in 2024 → $10.5 billion by 2035⁵
• PropTech market: $38.4 billion in 2024 → $170.9 billion by 2034⁶

Investment Activity

• 72% of real estate owners and investors globally are committing capital to AI solutions⁷
• PropTech funding reached $615 million in Q1 2025 alone⁸
• 1 in 5 venture deals now involve AI technology⁹

The Hidden Cost of Manual Contract Processing

Before diving into AI solutions, let’s examine what manual contract review really costs real estate professionals:

Time Investment Breakdown:

• Initial contract review: 15-20 minutes
• Data entry into systems: 10-15 minutes
• Creating task lists and deadlines: 8-12 minutes
• Double-checking for errors: 5-10 minutes
• Total per contract: 38-57 minutes

Error-Prone Manual Processes:

Data Entry Mistakes: Typing errors in dates can lead to missed deadlines and failed transactions.

Inconsistent Reviews: Rushed reviews during busy periods increase the risk of overlooking critical details.

System Disconnects: Information lives in multiple places—contracts, spreadsheets, CRMs—creating opportunities for inconsistencies.

Cognitive Overload: Processing complex contracts with multiple addendums increases mental fatigue and error rates.

The Real Cost:

For a transaction coordinator handling 50 deals monthly:

• 40+ hours spent on manual contract processing
• $2,000+ in opportunity cost (based on $50/hour rate)
• Higher stress levels from repetitive, error-prone tasks
• Limited scalability due to time constraints

How Does AI Contract Analysis Work?

Modern AI contract review platforms use several technologies working together:

1. Optical Character Recognition (OCR)

Converts scanned documents and images into machine-readable text, allowing AI to process contracts regardless of format.

2. Natural Language Processing (NLP)

Understands context and meaning within contracts, not just keywords. This helps AI distinguish between different types of dates and requirements.

3. Machine Learning Models

Trained on thousands of real estate contracts to recognize patterns, standard clauses, and state-specific requirements.

4. Data Integration and Population

Automatically populates extracted information into connected systems—CRMs, calendars, task management tools—eliminating manual data entry entirely.

5. Smart Validation

Cross-references extracted data for consistency, flags potential conflicts, and verifies calculations automatically.

Benefits of AI Contract Review for Real Estate Professionals

For Transaction Coordinators:

Eliminate Manual Data Entry: AI automatically extracts and populates critical information into your management systems. No more typing dates, addresses, or financial terms from contracts into spreadsheets or databases.

Dramatic Time Savings: What takes 38-57 minutes manually happens in under 60 seconds with AI¹².

Superior Accuracy: AI doesn’t miss deadlines buried in paragraph 47 or overlook required disclosures. Studies show error reduction of up to 90%¹³.

Reduced Administrative Burden: Spend less time on data entry and document review, more time on client communication and problem-solving.

Consistency: Every contract gets the same thorough review, regardless of workload or time pressure.

Scalability: Handle 2x more transactions without proportionally increasing stress or errors.

For Real Estate Agents:

Instant Data Population: Contract details automatically flow into your CRM and transaction management systems, eliminating double data entry.

Faster Response Times: Provide clients with detailed timelines within minutes of contract execution.

Risk Reduction: Catch potential issues before they become deal-breakers.

Administrative Efficiency: Reduce time spent on paperwork and data management by up to 80%¹⁴.

Professional Edge: Offer sophisticated contract analysis that sets you apart from competitors.

For Brokerages:

Quality Control: Ensure consistent contract review standards across all agents.

Compliance Monitoring: Automatically flag missing disclosures and regulatory requirements.

Data-Driven Insights: Build comprehensive databases from extracted contract data for market analysis, pricing trends, and performance metrics.

Business Intelligence: Track average days to close, common contract terms, regional pricing patterns, and agent performance across your entire portfolio.

Proven ROI: Organizations report average payback periods of just 8.5 months¹⁵.

Training Tool: Help new agents understand contract complexities through AI-generated insights.

Key Features to Look for in AI Contract Review Software

When evaluating AI contract review platforms for real estate, prioritize these features:

Real Estate Specialization

The AI should be specifically trained on real estate contracts, not generic legal documents. Look for platforms that understand:

• MLS-specific contract forms
• State and local requirements
• Real estate terminology and workflows

Comprehensive Data Extraction

Quality AI should extract:

• All critical dates and deadlines
• Financial terms and calculations
• Contingency periods and requirements
• Property details and legal descriptions
• Required disclosures and documents

Smart Checklist Generation

Beyond just extracting data, the best AI creates actionable checklists with:

• Prioritized tasks based on urgency
• Automated deadline calculations
• Customizable templates for different transaction types

Proven ROI: The Financial Case for AI Contract Review

The financial benefits of AI contract review are backed by comprehensive studies and real-world implementations:

Cost Reductions

• Average payback period: 8.5 months¹⁶
• Contract processing costs: Reduced from $6,900 per basic agreement to a fraction of that amount¹⁷
• Legal fee reductions: Up to 90% in some implementations¹⁸
• Overall contract spend savings: 5-15% through effective AI management¹⁹

Revenue Increases

• 63% of real estate companies report revenue increases with AI integration²⁰
• Properties marketed with AI tools: 22% rise in sales²¹
• AI-powered virtual staging: Up to 200% increases in property inquiries²²
• AI chatbots: 33% enhancement in lead generation²³

Economic Impact

• McKinsey analysis: AI could add over $180 billion annually to real estate²⁴
• Lawyer productivity: Increases by 4 hours per week, generating $100,000 in additional billable time annually²⁵

Integration Capabilities

Leading AI Contract Review Platforms

Kira Systems (Now Litera)

• Extracts 1,400+ clauses and data points across 40+ substantive areas³⁷
• Used by 64% of AmLaw 100 firms globally³⁸
• Smart Summaries powered by generative AI
• Rapid clause analysis for identical clause identification

Evisort

• First LLM built specifically for contracts³⁹
• Pre-trained ML models with 50+ functions ready for immediate use
• ISO 27001 and 27701 certifications
• Gartner Magic Quadrant Visionary status for three consecutive years⁴⁰

Ironclad

• Automatically detects 194+ contract properties⁴¹
• AI Assist providing automatic redline suggestions
• Google Cloud partnership for advanced AI capabilities
• Custom training options for organization-specific needs⁴²

Real Estate-Specific Features

• Support for purchase agreements, lease agreements, construction contracts
• Automated lease abstraction and risk assessment
• Due diligence acceleration and compliance monitoring
• Local regulation compliance tracking⁴³

Security and Compliance: Enterprise-Grade Protection

As AI handles sensitive real estate transactions, security standards have evolved to enterprise levels:

Security Standards

• ISO/IEC 27001:2022: Gold standard for information security management systems³⁰
• SOC 2 Type II: Certification covering security, availability, processing integrity, confidentiality, and privacy³¹
• AES-256 encryption: For data at rest and in transit
• Zero trust architecture: Multi-factor authentication and strict access controls

Real Estate-Specific Requirements

• ALTA Best Practices 4.0: Updated May 2023 with enhanced cybersecurity requirements³²
• ILTA 2024 guidelines: Mandate cybersecurity training on AI risks³³
• Data retention policies: Strict controls on AI training data and processing records

Regulatory Compliance

• ABA Formal Opinion 512 (July 2024): Establishes core requirements for AI use in legal practice³⁴
• State-level guidance: Florida Bar Opinion 24-1 first to formally approve AI use³⁵
• GDPR and CCPA compliance: For data protection and privacy rights³⁶

Real-World Applications: AI Contract Review in Action

Scenario 1: The Data Entry Transformation

Traditional workflow for a $450,000 home purchase:

Manual Process:

• Review 18-page contract: 20 minutes
• Enter 47 data points into CRM: 12 minutes
• Create calendar events for 8 deadlines: 8 minutes
• Build custom checklist: 15 minutes
• Total: 55 minutes of administrative work

AI Process:

• Upload contract: 30 seconds
• AI extracts all data and populates systems: 45 seconds
• Review and confirm AI outputs: 3 minutes
• Total: 4 minutes, 51 minutes saved

Scenario 2: Complex Purchase Agreement

A luxury home sale includes multiple addendums, seller financing, and inspection contingencies across three separate properties.

Manual Process: 45+ minutes to identify all deadlines, high risk of missing details in complex structure.

AI Process: 60 seconds to extract all dates, flag potential conflicts, and generate comprehensive timeline.

Scenario 3: Tight Deadline Situation

Friday evening contract execution with Monday morning inspection deadline.

Manual Process: Risk of missing weekend deadline, potential for calculation errors under pressure.

AI Process: Immediate deadline identification with calendar integration and automated alerts.

Real-World Success Stories

Keller Williams: Enterprise Implementation

Keller Williams’ deployment of Evisort’s AI contract management system demonstrates enterprise-scale success:

• 30-day implementation versus 6+ months for traditional systems
• Immediate ROI through identifying two unused data service contracts within one month
• During COVID-19: AI identified 150 vendor contracts for renegotiation, resulting in "significant cash flow savings"²⁶
• M&A accuracy improvement: AI found 50 contracts requiring review versus 35 found by outsourced legal firms—a 43% improvement²⁷

Compass: Agent Productivity Enhancement

Compass launched Compass AI in 2023, integrating ChatGPT technology for:

• Automated listing description generation
• Social media content creation
• Comparative market analyses
• Voice-activated disclosure drafting
• Result: 8,000 agents gained access during launch webinar with positive adoption rates²⁸

Porta da Frente Christie’s: AI Agent Success

Portuguese real estate firm deployed AI agents that generated $100 million in sales from AI-generated leads. CEO João Cília explains: "It is impossible for a physical person to know all of the information regarding these 5,000 properties, but it’s not impossible for an AI agent to do so."²⁹ Buyer relocating from California to Texas with different disclosure requirements.

Manual Process: Research state-specific requirements, risk of applying wrong standards.

AI Process: Automatic detection of property location and application of Texas-specific compliance checks.

Academic Research Validates Superior Performance

Independent academic studies consistently demonstrate AI’s advantages:

Accuracy Comparisons

• LawGeex Study: AI achieved 94% accuracy versus 85% for human lawyers⁴⁴
• Error reduction: Up to 90% in document reviews⁴⁵
• McKinsey Research: 23% of lawyer work can be automated with AI⁴⁶
• LexCheck studies: AI accuracy exceeds attorney performance while reducing review time by 90%⁴⁷

Speed Benchmarks

• AI processing time: 26 seconds average
• Human lawyer average: 92 minutes
• Speed improvement: 213x faster than manual review⁴⁸
• Fastest human lawyer: 51 minutes (still 118x slower than AI)

Technology Capabilities

• Machine learning algorithms trained on vast legal datasets
• Natural language processing for understanding nuances
• Large language models trained on billions of lines of legal text
• Retrieval-Augmented Generation enhanced with Knowledge Graphs⁴⁹

Choosing the Right AI Contract Review Platform

For Individual Transaction Coordinators:

Look for platforms offering:

• Per-transaction pricing or low monthly fees
• Easy-to-use interface requiring minimal training
• Direct integration with existing tools
• Responsive customer support

For Real Estate Teams:

Consider platforms with:

• Multi-user access and permission controls
• Centralized dashboard for pipeline management
• Custom branding and white-label options
• Bulk processing capabilities

For Large Brokerages:

Prioritize platforms offering:

• Enterprise-level security and compliance
• Custom API integrations
• Advanced reporting and analytics
• Dedicated account management

Future Trends: What’s Coming in 2025-2026

The AI contract review landscape continues rapid evolution:

Market Projections

• AI real estate market: Expected to reach $41.5 billion by 2033⁵⁰
• Contract review time reduction: 85% expected by 2025-2026⁵¹
• Technology investment: Over 80% of investors planning increases⁵²

Emerging Technologies

• Predictive Analytics: AI will predict deal risks based on contract terms and market conditions
• Advanced Business Intelligence: Real-time market analysis and competitive insights
• Voice Integration: Upload contracts through voice commands and receive verbal summaries
• Blockchain Integration: Smart contracts combining AI with automated execution
• Virtual Reality: Immersive contract review experiences⁵³

Industry Transformation

• 40% of large enterprises will deploy AI to monitor workflows by 2028⁵⁴
• PropTech investment growth: Strong momentum continuing through 2025⁵⁵
• Automated property valuation: 90% accuracy using AI analysis⁵⁶

Getting Started with AI Contract Review

Step 1: Evaluate Your Current Process

• Time spent on manual contract review
• Common errors or missed deadlines
• Volume of transactions handled monthly

Step 2: Trial Period

• Test AI platforms with recent contracts
• Compare results to manual review
• Measure time savings and accuracy improvements

Step 3: Integration Planning

• Determine workflow integration points
• Train team members on new processes
• Establish quality control procedures

Step 4: Implementation

• Start with less complex transactions
• Gradually expand to all contract types
• Monitor results and adjust workflows

Expert Opinions: Industry Leaders Weigh In

Industry experts unanimously endorse AI’s transformative potential:

Richard Tromans, Founder of Artificial Lawyer: "What was once viewed as experimental technology is now becoming an essential tool for many legal teams."⁵⁷

Jonathan Lickstein, COO of LoKation Real Estate: "I’ve been able to increase our agent count by double since we started using this and not have to bring on additional compliance people."⁵⁸

Erik Brynjolfsson, Stanford Digital Economy Lab: "Lawyers using AI will definitely replace lawyers who don’t use AI."⁵⁹

Implementation Statistics:

• 31% of legal departments already use AI for contract analysis⁶⁰
• 24% planning implementation within 12 months⁶¹
• 68% of contract professionals search for completed contracts weekly⁶²

Common Concerns About AI Contract Review

“Will AI Replace Transaction Coordinators?”

No. As the data shows, AI enhances rather than replaces human expertise. Transaction coordinators still handle:

• Client communication and relationship management
• Complex problem-solving and negotiation
• Customization for unique situations
• Quality assurance and final review

“How Accurate Is AI Contract Analysis?”

Academic studies prove AI achieves 94% accuracy versus 85% for human lawyers. However:

• All AI-generated outputs should be reviewed by qualified professionals
• Complex or unusual contract provisions may require human interpretation
• AI continuously improves with more training data

“Is My Data Secure?”

Enterprise-grade AI platforms prioritize security with:

• ISO 27001 and SOC 2 certifications
• Documents processed in memory, not stored permanently
• End-to-end AES-256 encryption
• No human reviewers access contracts during processing

Conclusion: The Data-Driven Case for AI Contract Review

The research is overwhelming: AI contract review has moved from experimental to essential for real estate professionals. With 94% accuracy rates, 213x speed improvements, 8.5-month ROI payback periods, and 85% industry adoption, the technology delivers measurable results.

The convergence of mature technology, proven financial returns, enterprise-grade security, and comprehensive regulatory frameworks creates an optimal environment for implementation. Organizations delaying adoption risk competitive disadvantage as early movers capture efficiency gains, cost reductions, and accuracy improvements.

Success requires thoughtful implementation focusing on security compliance, regulatory adherence, and human-AI collaboration. Start with pilot programs, ensure proper training, and select vendors with proven real estate expertise.

As industry expert Erik Brynjolfsson noted: “Lawyers using AI will definitely replace lawyers who don’t use AI.” The same principle applies to real estate professionals. The transformation isn’t coming—it has arrived, and the data proves it delivers on its promises.

Ready to experience AI contract review for yourself? Try DocJacket’s AI contract processor free and see how artificial intelligence can transform your real estate transaction management in under 60 seconds.

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References

1. ArtSmart AI. (2025). AI in Real Estate: 30+ Statistics 2025. Retrieved from https://artsmart.ai/blog/ai-in-real-estate-statistics/

2. All About AI. (2024). AI Statistics In Real Estate for 2024. Retrieved from https://www.allaboutai.com/resources/ai-statistics/real-estate/

3. McKinsey & Company. (2024). Generative AI can change real estate, but the industry must change to reap the benefits. Retrieved from https://www.mckinsey.com/industries/real-estate/our-insights/generative-ai-can-change-real-estate-but-the-industry-must-change-to-reap-the-benefits

4. Appinventiv. (2025). AI in Real Estate: Top Applications, Benefits & Future Trends. Retrieved from https://appinventiv.com/blog/ai-in-real-estate/

5. Contractsafe. (2024). 5 Best AI Contract Review Software: How To Choose the Right One for Your Business. Retrieved from https://www.contractsafe.com/blog/ai-contract-review-software

6. PropTech Buzz. (2024). AI in PropTech – All you need to know in 2024. Retrieved from https://www.proptechbuzz.com/blog/ai-in-proptech

7. Deloitte Insights. (2024). Generative AI in real estate. Retrieved from https://www2.deloitte.com/us/en/insights/industry/financial-services/generative-ai-in-real-estate-benefits.html

8. CRETI. (2025). U.S. Proptech Venture Capital Sees Strong Start in 2025. Retrieved from https://creti.org/insights/us-proptech-venture-capital-sees-strong-start-in-2025

9. EY. (2025). Major AI deal lifts Q1 2025 VC investment. Retrieved from https://www.ey.com/en_us/insights/growth/venture-capital-investment-trends

10. LawGeex. (2018). 20 Top Lawyers Beaten by Legal AI. Retrieved from https://blog.lawgeex.com/20-top-lawyers-were-beaten-by-legal-ai-here-are-their-surprising-responses

11. PR Newswire. (2018). Artificial Intelligence More Accurate Than Lawyers for Reviewing Contracts, New Study Reveals. Retrieved from https://www.prnewswire.com/news-releases/artificial-intelligence-more-accurate-than-lawyers-for-reviewing-contracts-new-study-reveals-300603781.html

12. Virtasant. (2024). AI Contract Management: 80% Time Savings in Legal Work. Retrieved from https://www.virtasant.com/ai-today/ai-contract-mangement-legal

13. Contractworks. (2024). 5 Ways AI Contract Review Improves Efficiency and Workflows. Retrieved from https://www.contractworks.com/blog/5-ways-ai-contract-review-improves-efficiency-and-workflows

14. Markovate. (2024). AI Legal Document Analysis: Uncover Important Insights. Retrieved from https://markovate.com/ai-legal-document-analysis

15. SaaSletter. (2024). More AI ROI: ETR + McKinsey. Retrieved from https://www.saasletter.com/p/ai-roi-august-2024

16. Superlegal. (2024). Contract Review Cost: How Much Does It Cost (2024)? Retrieved from https://www.superlegal.ai/blog/contract-review-cost-how-much-does-it-cost-2024/

17. McKinsey & Company. (2024). The state of AI: How organizations are rewiring to capture value. Retrieved from https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-state-of-ai

18. Thomson Reuters. (2025). How AI is transforming the legal profession (2025). Retrieved from https://legal.thomsonreuters.com/blog/how-ai-is-transforming-the-legal-profession/

19. Evisort. (2024). Keller Williams streamlines contract management and optimizes cash flow. Retrieved from https://www.evisort.com/success-stories/keller-williams

20. Workday. (2024). Keller Williams Reduces Risk with AI-Powered Contract Management. Retrieved from https://www.workday.com/en-us/customer-stories/i-p/keller-williams-reduces-risk-AI-powered-clm.html

21. Real Estate News. (2023). Compass aims to save agents ‘time and money’ with AI tool. Retrieved from https://www.realestatenews.com/2023/09/18/compass-aims-to-save-agents-time-and-money-with-ai-tool

22. HousingWire. (2024). World’s first AI real estate agent has already made $100M in sales. Retrieved from https://www.housingwire.com/articles/worlds-first-ai-real-estate-agent-has-already-made-100m-in-sales/

23. ISO. (2022). ISO/IEC 27001:2022 - Information security management systems. Retrieved from https://www.iso.org/standard/27001

24. BDO. (2024). SOC 2 Reports and ISO 27001 Certification for Law Firms: Why Now? Retrieved from https://www.bdo.com/insights/assurance/soc-2-reports-and-iso-27001-certification-for-law-firms-why-now

25. IT Governance USA. (2024). How ISO 27001 Streamlines Legal and Regulatory Compliance. Retrieved from https://www.itgovernanceusa.com/blog/how-iso-27001-streamlines-legal-and-regulatory-compliance

26. Thomson Reuters. (2025). AI Contract analysis software: Buyer’s guide for legal professionals. Retrieved from https://legal.thomsonreuters.com/blog/buyers-guide-artificial-intelligence-in-contract-review-software/

27. Lawyer Monthly. (2024). Using AI for Reviewing Contracts - 5 Benefits. Retrieved from https://www.lawyer-monthly.com/2024/03/using-ai-for-reviewing-contracts-5-benefits/

28. Richmond Journal of Law and Technology. (2024). AI in Contract Drafting: Transforming Legal Practice. Retrieved from https://jolt.richmond.edu/2024/10/22/ai-in-contract-drafting-transforming-legal-practice/

29. Litera. (2024). AI Contract Review Software | Kira. Retrieved from https://www.litera.com/products/kira

30. Kira Systems. (2024). Machine Learning Contract Search, Review and Analysis. Retrieved from https://kirasystems.com/

31. Evisort. (2024). AI-powered Contract Management Software. Retrieved from https://www.evisort.com/

32. Lawfuel. (2024). Best AI Contract Software: Evisort or Kira Systems? Retrieved from https://www.lawfuel.com/best-ai-contract-software-evisort-or-kira-systems/

33. Ironclad. (2024). AI for Contract Review: Scale Faster and Easier than Ever. Retrieved from https://ironcladapp.com/journal/legal-ai/what-is-contract-review-ai/

34. Ironclad. (2024). Contract AI for Smarter Contract Management. Retrieved from https://ironcladapp.com/product/ai-based-contract-management/

35. Ascendix Tech. (2024). How AI in Contract Management Benefit Property Agents. Retrieved from https://ascendixtech.com/contract-ai-real-estate/

36. LexCheck. (2024). How AI Accuracy in Technology Optimizes Contract Review. Retrieved from https://www.lexcheck.com/resources/how-ai-accuracy-in-technology-optimizes-contract-review-lc

37. Futurism. (2018). The verdict is in: AI outperforms human lawyers in reviewing legal documents. Retrieved from https://futurism.com/ai-contracts-lawyers-lawgeex

38. ArXiv. (2024). A Comprehensive Framework for Reliable Legal AI: Combining Specialized Expert Systems and Adaptive Refinement. Retrieved from https://arxiv.org/html/2412.20468v1

39. V7. (2024). 7 Best AI Contract Review Tools: Buyer’s Guide [2024]. Retrieved from https://www.v7labs.com/blog/ai-contract-review-guide

40. Rentastic. (2025). How AI and Data Will Shape Real Estate Decisions in 2025. Retrieved from https://www.rentastic.io/blog/ai-and-data-shaping-real-estate-decisions-2025

41. HousingWire. (2024). AI in real estate: Assessing current and future use cases. Retrieved from https://www.housingwire.com/articles/ai-in-real-estate-assessing-current-and-future-use-cases/

42. SHRM. (2024). Transforming Work: Gartner’s AI Predictions Through 2029. Retrieved from https://www.shrm.org/topics-tools/flagships/ai-hi/gartner-ai-predictions-through-2029

43. Full Circle Real Estate. (2025). How AI Is Transforming Real Estate Market in 2025. Retrieved from https://www.fullcircle-realestate.com/artificial-intelligence/how-artificial-intelligence-is-transforming-real-estate-in-2025/

44. World Economic Forum. (2018). This AI outperformed 20 corporate lawyers at legal work. Retrieved from https://www.weforum.org/agenda/2018/11/this-ai-outperformed-20-corporate-lawyers-at-legal-work/