Design B2B SaaS revenue engine strategy

Guide revenue strategy across forecasting, pricing, and net revenue retention

CRO role when designing revenue engines and forecasting board scenarios across ARR growth and NRR stability.

• · Company metrics (ARR, NRR, GRR, churn)
• · Sales pipeline data
• · Pricing and ICP data

• · Revenue forecasts (conservative/base/upside)
• · Strategic recommendations
• · Board-ready metrics

• · revenue_forecast_model.py
• · churn_analyzer.py

Python 3.8+; CRO context (stage, team size); sales data; cohort retention curves; pricing model

NRR below 100% masks true health; pipeline coverage below 3x; team quota attainment <50%; expansion <20% of ARR

• · NRR benchmarks and red flags
• · BCG-style portfolio classification
• · 3x pipeline coverage rule enforced