Agreement Insight AI

Inspiration

In today's fast-paced world, businesses struggle with the "Agreement Trap," where vital information remains buried in contracts and agreements. This hinders decision-making, causes missed opportunities, and increases compliance risks. Inspired by this widespread issue, we aimed to create a solution that uses AI to extract, analyze, and manage agreement data, helping organizations unlock the true potential of their contracts.

What it does

Agreement Insight AI is a powerful tool that:

• Extracts critical information such as expiration dates, obligations, and renewal terms from agreements using AI-powered natural language processing (NLP).
  
• Automates reminders and workflows to ensure deadlines and obligations are met.
  
• Provides a user-friendly dashboard to visualize agreement data, track compliance, and gain actionable insights.
  
• Predicts potential risks associated with agreements, helping organizations mitigate issues before they arise.
  

How we built it

1. Frontend:

   • Built with React.js for an interactive and intuitive user interface.
     
   • Designed components to display agreement data, set reminders, and generate risk insights.
     

2. Backend:

   • Developed with Node.js (Express) to handle API requests, integrate with Docusign APIs, and manage server-side logic.
     
   • Used MongoDB to store agreements and extracted insights.
     

3. AI/ML:

   • Implemented Python-based NLP models (using SpaCy and Transformers) to extract and analyze key terms from agreement text.
     
   • Created a risk-scoring algorithm using Scikit-learn to predict potential challenges.
     

4. API Integration:

   • Leveraged Docusign eSignature REST APIs for fetching agreement data and sending notifications.
     
   • Utilized Docusign webhooks for real-time updates on agreement statuses.
     

5. Deployment:

   • Hosted the backend and AI services on AWS, ensuring scalability and reliability.
     
   • Deployed the frontend on Vercel for fast and secure user access.
     

Challenges we ran into

• Extracting Complex Data: Agreements often have unstructured or inconsistent formatting, making it challenging to extract critical information accurately.
  
• API Integration: Understanding and implementing Docusign APIs required significant research and testing to ensure seamless functionality.
  
• Time Constraints: Balancing between feature development, testing, and deployment within the hackathon timeframe was a demanding task.
  
• AI Fine-Tuning: Training the NLP model to accurately extract and interpret legal and business terms required iterative improvements and validation.
  

Accomplishments that we're proud of

• Successfully built an end-to-end solution that integrates AI and Docusign APIs to solve a real-world problem.
  
• Designed a clean and intuitive dashboard that simplifies agreement management.
  
• Developed a robust AI model capable of extracting and analyzing agreement data with high accuracy.
  
• Overcame technical challenges within a tight timeframe and delivered a functional, impactful product.
  

What we learned

• Deepened our understanding of Docusign's API ecosystem and its capabilities.
  
• Gained hands-on experience with implementing AI in real-world scenarios, especially in handling legal and business data.
  
• Enhanced our teamwork, time management, and problem-solving skills under pressure.
  
• Learned the importance of user-centric design in creating a solution that is both powerful and easy to use.
  

What's next for Agreement Insight AI

• Enhanced AI Features: Improve the NLP model to handle more complex agreement structures and extract deeper insights.
  
• Integration with More Tools: Expand integrations to include CRMs, project management tools, and accounting software for seamless workflow automation.
  
• Mobile App: Develop a mobile version of the platform to provide agreement insights on the go.
  
• Custom Risk Models: Enable businesses to customize risk parameters based on their unique needs.
  
• Multi-Language Support: Expand AI capabilities to extract and analyze agreements in multiple languages for global reach.
  

Built With

• aws-ec2-(backend-services)-other-tools:-postman-(api-testing)
• docusign-webhooks-version-control:-github-deployment:-vercel-(frontend)
• figma
• languages:-javascript
• python-frontend-framework:-react.js-backend-framework:-node.js-(express)-database:-mongodb-ai/ml-libraries:-spacy
• scikit-learn-cloud-services:-aws-(for-hosting-backend-and-ai-models)-api-integration:-docusign-esignature-rest-apis
• transformers
• ui/ux
• vs-code-(development)