Best AI Analytics Tools

Digital analytics with cohort analysis and experiments

Real-time SaaS analytics with churn recovery automation

Reverse ETL platform syncing warehouse data to 200+ SaaS business tools

SaaS subscription analytics with automated MRR and churn tracking

Application performance monitoring with distributed tracing and AI anomaly detection

Digital experience analytics with AI frustration detection

Autocapture analytics — track everything automatically

Collaborative data workspace combining SQL, Python, and interactive apps

Composable CDP with reverse ETL, audience building, and warehouse-native activation

B2B product analytics with AI-powered activation and retention insights

Enterprise feature management with flags, rollouts, and experimentation

Frontend monitoring with session replay, error tracking, and performance insights

Enterprise BI platform with LookML semantic modeling layer, part of Google Cloud

Open-source BI tool with visual query builder for self-service analytics

Product analytics for event tracking and growth

Collaborative analytics workspace combining SQL, Python, R, and visual reporting

Product experience platform with analytics, in-app guides, and feedback

Open-source product analytics with session replay, feature flags, and A/B testing

Open-source warehouse-native CDP — the developer-first alternative to Segment

Customer data platform routing event data to 400+ analytics and marketing tools

Spreadsheet-powered BI that queries cloud warehouses directly without SQL or row limits

Product experimentation platform with Meta-grade A/B testing infrastructure