Low cost analytics using customer hosted aggregates and automated analysis

Low cost analytics using customer hosted aggregates and automated analysis targets a $4.8B = 160,000 analytics enabled companies x $30K ACV. Assumes enterprises and larger product teams that would pay for managed analytics and monitoring. total addressable market with medium saturation and a year-over-year growth rate of 12-18% annual growth in analytics and observability spend driven by product-led companies expanding telemetry budgets.

Key trends driving demand: rise-of-serverless-and-cheap-object-storage -- lowers unit cost to store and query aggregates in customer buckets, enabling low price models; metric-first-analytics -- product teams increasingly track DAU, CTR, churn as pre-aggregated time series rather than raw events; privacy-and-data-residency -- more teams prefer storing data in their own infra, creating demand for customer-hosted analytics; automation-in-AI-enabled-detection -- modern anomaly detection works on smaller aggregated series enabling managed alerts without raw event access.