ai-powered-law-essay-grading-platform

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Case Study

AI-Powered Law Essay Grading Platform

We built a cloud-based AI platform that automates the grading of law essays, delivering instant scores, detailed feedback, and customizable rubrics. The solution streamlines assessment for professors while helping students improve essay quality in real time.

70%

reduction in manual grading workload for professors

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Location

70%

USA

Nov 2022 - Present

Industry

Education Technology | Legal Education

Services Used:

Custom AI Software Development
Custom GPT prompts
Web Application Development

“Collaborating with team Code District was a great experience. They brought deep technical expertise and a problem-solving mindset to the development of our digital wallet platform. Their ability to integrate complex financial services while ensuring security and usability made a significant impact.”

AbdulRahman Rashid

Head Of IT, STCPay Bahrain

Objectives & Challenges

We designed and developed a cloud-based AI platform that automates the grading of law essays. The system evaluates submissions across legal accuracy, argument quality, structure, referencing, and grammar, generating instant scores, detailed feedback, and downloadable reports.
The platform streamlines essay evaluation for professors, institutions, and students, reducing manual grading time while improving consistency and transparency in assessment.

  • Objectives:
  • Automate grading of law essays with AI-driven accuracy.
  • Provide criteria-based evaluation aligned with legal education standards.
  • Offer instant, actionable feedback for students to improve.
  • Enable professors to define custom rubrics and monitor performance trends.
  • Build a scalable SaaS platform with role-based access and secure essay storage.
  • Challenges:
  • Ensuring AI accuracy for legal reasoning and citations (Bluebook/Harvard).
  • Balancing automation with instructor oversight (manual overrides).
  • Designing for multi-role workflows (admin, instructor, student).
  • Integrating secure payment and subscription management.

Our Solution

We developed a full-stack platform combining AI essay evaluation, intuitive dashboards, and scalable cloud infrastructure.

AI-Powered Grading Engine

Evaluates essays on: Legal Accuracy Argument Quality Structure Referencing Grammar & Language Supports customizable rubrics with instructor-defined weights. Provides score breakdown with inline comments.

Feedback & Reports

Instant AI feedback with inline highlights.
Overall grade (A–F or percentage).
Downloadable PDF reports with rubric scores & suggestions. Comparative analytics (student vs. peers).

Instructor Panel

Create & manage grading rubrics. Batch upload essays for class submissions. Manual override of AI grades. Analytics dashboard: student performance trends & weak areas.

Admin Panel

Manage users, roles, and subscriptions. Stripe/PayPal integration for payments. Usage analytics (graded essays, API usage).

Results & Impact

For Professors & Institutions

Reduced manual grading workload by 70%.
Increased grading consistency and fairness.
Access to performance analytics for curriculum
improvements.

For Students

Received instant feedback with actionable insights.
Improved essay quality through iterative AI-driven practice.
Better understanding of legal writing . standards

For Administrators

Seamless subscription management & monetization.
Transparent usage insights for scaling.

Conclusion

The Law Essay Grading Tool revolutionizes LegalTech and EdTech by combining AI, automation, and academic rigor. It streamlines assessments, enhances feedback, and ensures fairness.

Technology Stack

  • Frontend: React.js (responsive, role-based UI)
  • Backend: FastAPI (scalable microservices architecture)
  • AI Layer: GPT-4 / fine-tuned LLM trained on law essay datasets
  • Database: PostgreSQL / Supabase (secure essay storage, user data)
  • Integrations: Stripe/PayPal (billing), Turnitin API (plagiarism detection), TTS (voice feedback)
  • Deployment: Vercel / AWS / Supabase
  • Security: Role-based access, encrypted essay storage, GDPR-compliant

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