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Fair360 MVP (DEI Insight Chat)

In progress · active developmentFor: Fair360

Lets DEI consultants chat with an AI assistant grounded in a specific client company's fairness data.

No confirmed public URL yet — CI/CD is wired but there is no verified live deployment
No screenshot yet — No confirmed public URL yet — CI/CD is wired but there is no verified live deployment.
What it does

How it works.

A consultant creates a per-client-company or per-industry 'folder' backed by an OpenAI vector store, then chats with a streaming AI assistant whose answers are grounded in that folder's uploaded DEI/workplace-fairness documents. Users pick a model and reasoning effort, watch tool calls and reasoning indicators as the assistant works, and can share a chat with teammates via a share modal. Auth is via Firebase, and chats are organized in a sidebar with folder-scoped access permissions.

  • 01Creates company/industry folders that provision an OpenAI vector store from uploaded files
  • 02Streams AI chat responses with live reasoning-effort and tool-use indicators
  • 03Shares a chat with other users via a dedicated share dialog
  • 04Firebase-based auth with login, registration, and password-reset flows
Current status & what's next

Where it stands.

In progress · active development

Next phases

  • Confirm a public deployment URL
  • Continue auth/router hardening
Stack

Built with.

Next.js 16 (App Router)Firebase AuthTailwindFastAPISQLAlchemy/AlembicPostgreSQLRedisFirebase Admin
Let's build what's next

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Lets DEI consultants chat with an AI assistant grounded in a specific client company's fairness data.

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