Full Analytics Platform

Objectives

• Support multiple data source connectors (CSV upload, API endpoints, database connections)
• Implement a transformation layer with scheduled pipeline execution
• Build a collaborative workspace with shared dashboards and role-based access
• Enable natural language exploration that works across all connected data sources
• Create an alert system that monitors KPIs and notifies users of significant changes

Hints

• Start with a solid data abstraction layer that normalizes all sources into a common format
• Use a job queue (or cron-like scheduler) for pipeline orchestration
• Implement optimistic UI updates for collaborative editing with conflict resolution

Resources

• nextjs.org/docs
• www.prisma.io/docs
• reactflow.dev/docs/introduction

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