Predictive analytics has moved from dashboards to decisions. In 2025, leading SaaS teams use ML models embedded in their stacks to forecast churn and expansion, optimize pricing, and trigger next‑best actions in real time—turning data into measurable growth levers across product, sales, and success. Why predictive matters now High‑impact use cases The data foundation Implementation … Read more
SaaS has been both the proving ground and the growth engine of the subscription economy. In 2025, subscription businesses continue to outpace traditional models, with forecasts placing the subscription economy around $1.5T and SaaS leading on growth rate, pricing innovation, and retention discipline. The most durable gains come from hybrid monetization (subscription plus usage), mature billing stacks, and an operating model that prioritizes expansion and lifetime value over one‑time sales. Why SaaS accelerates subscription growth Pricing models shaping 2025 Operational enablers that compound growth Headwinds … Read more