How a $12M ARR SaaS company replaced gut-feel quarterly planning with AI-driven forecasting.
A growing SaaS business was making capacity decisions based on last quarter's actuals — leading to over-hiring in Q2 and panic in Q4. We built a unified revenue forecast that combined pipeline data, historical trends, and ML-based projections.