Agency Cut Proposal-to-Kickoff Time by 74% with AI Ops Automation
SpeedMVPs built a Next.js internal dashboard backed by GPT-4o that auto-generates proposal drafts from a scoped brief, pulls live resourcing data from their project management API, and compiles weekly client reports by aggregating metrics from Google Analytics, Meta Ads, and HubSpot — delivered as formatted PDF outputs. The stack used Next.js 14, PostgreSQL with pgvector for proposal template retrieval, and Vercel for zero-config deployment.
Project Overview
What We Built
- SpeedMVPs built a Next.js internal dashboard backed by GPT-4o that auto-generates proposal drafts from a scoped brief, pulls live resourcing data from their project management API, and compiles weekly client reports by aggregating metrics from Google Analytics, Meta Ads, and HubSpot — delivered as formatted PDF outputs. The stack used Next.js 14, PostgreSQL with pgvector for proposal template retrieval, and Vercel for zero-config deployment.
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