Dependencies & Prerequisites

External Services

• OpenAI API (GPT-4 access)
• PostgreSQL database (managed or self-hosted)
• Redis (for BullMQ)
• Email service (Resend or SendGrid)
• SEC EDGAR API (free, public, for entity discovery)
• Search APIs (admin-configurable, e.g., Serper.dev, Google Search API, etc.)

Team Requirements

• Full-stack developers (Next.js, TypeScript)
• Backend engineers (Node.js, queue systems)
• AI/ML engineers (prompt engineering, optimization)
• DevOps engineer (infrastructure, monitoring)
• QA engineer (testing, quality assurance)
• Product manager (coordination, requirements)