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SENBridge

A SEND-focused AI assistant for parents and carers in England, with answers grounded in official sources and citations you can check.

Project Overview

SENBridge helps parents and carers understand SEND (Special Educational Needs and Disabilities) law and guidance in England. It retrieves official-style source text at request time, requires citations in model answers, and refuses to guess when it cannot ground a response. The live product includes streaming chat, letter drafting, and optional sign-in.

It is practical guidance with citations, not formal legal advice. Safeguarding checks run before the model is called, and the product is England-only.

Key Technologies

Next.js / React
TypeScript
Google Gemini
Prisma
NextAuth
Tailwind CSS

Technical Implementation

Grounded retrieval and chat

  • Local retrieval from embedded SEND definitions and curated official source files
  • Streaming chat API with conversation context validated on the server
  • Citation checks so answers must reference retrieved sources, or the app refuses
  • Safeguarding filter before the model is called

Product and quality

  • Optional accounts with NextAuth and Prisma-backed data
  • Letter and email drafting for schools or local authorities
  • Automated tests with Jest and Playwright, plus TypeScript and ESLint in the build
  • Deployed production app at senbridge.uk

Key Features

SEND guidance

  • Answers grounded in official-style SEND sources
  • Citations parents can check against the original documents
  • Refuses when no relevant source is retrieved
  • England-only scope, with a legal-advice disclaimer

Practical next steps

  • Streaming chat for EHCP and SEN Support questions
  • Draft letters or emails to schools or local authorities
  • Optional sign-in for account features
  • Safeguarding redirect for immediate-risk questions

Project Links