Deep Consent

Overview

DeepConsent is the prototype we shipped at the Fall in Love with DeepSeek hackathon to automate the way organizations generate consent agreements.

Problem

• Drafting consent agreements manually consumes valuable legal time.
• Inconsistent clauses create compliance risk between documents.
• Teams lack tooling to highlight unfair or outdated terms quickly.

Solution

• DeepSeek models assemble industry-aware agreement drafts.
• LangChain flows manage clause insertion and regeneration.
• Editable workspace lets reviewers adjust outputs instantly.

Research & Techniques

• Mapped regulatory requirements to clause templates.
• Tuned prompts for legal tone and accuracy.
• Built Next.js and FastAPI stack for rapid hackathon iteration.

Results

• Earned praise from hackathon judges for practical impact.
• Validated roadmap for unfair-term detection with mentors.
• Demonstrated agreement generation in under a minute.