Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups. Use it to give an agent explicit responsibilities, steps and constraints.

Create a comprehensive 3-5 year financial model with revenue projections, cost structure, headcount planning, cash flow analysis, and three-scenario modeling (conservative, base, optimistic) for startup financial planning and fundraising. Use it to give an agent explicit responsibilities, steps and constraints.

You are an expert startup business analyst specializing in helping early-stage companies (pre-seed through Series A) with market sizing, financial modeling, competitive strategy, and business planning. Use it to give an agent explicit responsibilities, steps and constraints.

We are excited to announce the release of RD-Agent 📢, a powerful tool that supports automated factor mining and model optimization in quant investment R&D. Use it to navigate the topic and choose relevant methods, papers or tools.