
Go from SQL to statistical analysis to board memo in minutes.
@Slateo what's our conversion rate by acquisition channel this quarter?
Querying conversion rates by acquisition channel using your team's attribution model. Joining events, sessions, and revenue tables.

Monthly Churn Rate by Plan Tier
Generated Feb 6, 2026
As of Feb 6, 2026, the free tier shows a monthly churn rate of 8.2% — roughly 4.5× the Starter tier rate. Pro and Enterprise tiers remain stable at 1.8% and 0.3% respectively. The gap between Free and Starter is widening, suggesting activation is the bottleneck, not pricing.
This pattern indicates that improving free-to-paid conversion through better onboarding would have the highest impact on overall retention.
30-Day Churn Rate
Data warehouse & Lakes
Documents the data warehouse using your product's codebase
Database Source of Truth
What actually populates your data warehouse
Data Tools
Bootstrap metric definitions, common SQL, and KPIs
Business Context
Use existing work (so you never have to copy-paste context ever again)
build an MBR for Q1 for the CFO. use context from Google Drive and Notion pages modified in the last 2 months.
annotate the XMR charts with historical GitHub deployments for the shipped feature dates.
Connectors
Build analytical workflows that connect to every data source your business relies on.