AI Automates Experimentation: Why Lean SaaS Teams No Longer Need Data Scientists

SaaS teams are rapidly shifting from manual, bottlenecked A/B testing to AI-driven experimentation platforms that automatically handle statistical analysis, parallel testing, and deployment decisions. This democratization of testing is critical for resource-constrained teams because they can now run continuous experiments at scale, dramatically accelerating product optimization and iteration cycles. The convergence of testing, analytics, and automated rollout represents a fundamental shift in how modern teams approach growth and product development.