Legal Lens AI is an advanced, AI-powered chat platform designed to deliver quick, accessible consultations on legal and related topics for professionals and the general public. The project began as a partially coded prototype on Replit, built with AI code generation tools, but suffered from critical bugs, incomplete integrations, and unreliable features. Our mission was to transform this unstable MVP into a secure, scalable, and production-ready solution that meets enterprise standards for legal technology.

Developing AI Powered Legal Consulting Platform
Duration:
Duration:
4 Weeks
Industry:
Industry:
Legal Technology, SaaS, AI
Services:
Services:
Custom Development, Integration Engineering
Technologies:
Technologies:
Node.js, OpenAI GPT, MongoDB, Redis, Stripe, AWS, Flutter (mobile/web) / React (web), Tesseract.js, LangChain/RAG
Project Challenges
  • Inherited Prototype: The original system was a buggy, AI-generated draft with missing documentation, unreliable user registration, broken payment flows, and unstable chat logic.
  • Security Risks: The platform lacked enterprise-grade security, exposing sensitive legal data to potential vulnerabilities.
  • Inconsistent User Experience: Registration, login, and payment processes were inconsistent, and the AI chat often failed to deliver relevant answers.
  • No Legal Guarantees: The platform was not designed to provide real, citation-backed legal advice—responses are hypothetical and not suitable for actual legal proceedings.
  • Ambitious Vision: The client sought a platform that could revolutionize legal research and document analysis, with custom OpenAI ChatGPT integration and advanced litigation readiness features.
What We Did
Project Roadmap for AI Powered Legal Consulting Platform
Security & Architecture Overhaul
  • Conducted a thorough security audit and vulnerability assessment.
  • Implemented enterprise-grade security protocols and robust data encryption for all sensitive legal information.
  • Migrated user authentication and data storage to Supabase for secure, scalable management.
  • Redesigned system architecture for scalability and performance optimization.
  • Established secure API integration protocols for sensitive legal data.
  • Integrated Stripe for secure payment processing.
Deployment Pipeline Implementation
  • Built a robust CI/CD pipeline for seamless updates and deployment.
  • Configured automated testing and quality assurance workflows.
  • Implemented distinct staging and production environments with proper version control and PM2 process manager.
  • Set up monitoring and logging systems for performance tracking and uptime assurance.
Advanced AI Integration
  • Developed custom OpenAI ChatGPT integration tailored for legal workflows and document types.
  • Implemented intelligent document parsing and analysis capabilities for contracts, case law, and filings.
  • Created specialized prompts and responses optimized for legal terminology and context.
  • Built secure data handling protocols to ensure client confidentiality and compliance with legal industry standards.
Developing AI Powered Legal Consulting Platform (features)
Product Enhancements
  • Prompt Optimization: Iteratively refined GPT prompts for consistent, relevant, and well-structured responses.
  • Trial System Implementation: Introduced a trial period—users can ask three questions for free before subscribing for $50/month.
  • Stripe Integration: Fully integrated and tested Stripe for secure and efficient subscription payments.
  • Bug Fixes & Testing: Resolved critical issues in user flows, document uploads (PDF, text), and chat history management. Conducted thorough testing in both Ukrainian and English.
  • Ongoing Support: Continue to address minor bugs and implement incremental improvements as needed.
Product Enhancements
Key Features
  • AI Chat for Legal & General Queries: Consult the AI on any topic, not limited strictly to legal matters.
  • Multi-Language Support: 95+ language interfaces and prompt handling for global accessibility.
  • Subscription Model: Three free questions, then paid access via Stripe.
  • User-Friendly Onboarding: Region selection at registration, email verification (supports temporary email for testing).
  • No Legal Liability: The system provides hypothetical advice only; no official legal references or statutory citations are included.
  • Litigation Readiness: The software helps users prepare for legal disputes by predicting potential objections from counterparts and guiding users in formulating strong, evidence-backed responses in advance.
Litigation Readiness (feature)
  • Secure Document Handling: Encrypted workflows for uploading, processing, and storing sensitive legal documents.
  • Real-Time AI-Powered Consultation: Instant, AI-driven responses to legal questions, supporting both English and Ukrainian languages.
Outcome

Legal Lens AI is now a robust, production-ready MVP that significantly reduces research time for legal professionals while maintaining the highest standards of accuracy and security. The platform demonstrates our expertise in transforming conceptual ideas into scalable SaaS solutions for specialized industries, with ongoing enhancements based on user feedback and legal industry trends.

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