The old way
- ×Custom analytics builds take weeks, then months of edge cases, chart library updates, and multi-tenant filtering logic
- ×Legacy providers like Tableau and Looker charge $1,000+/month just to unlock embedding, plus per-viewer fees that don't scale
- ×Every new data request becomes a ticket, a context switch, and a delay pulling engineers off core product work
- ×Metabase embeds require the $85/user/month Pro plan, and embedded viewers count toward your user limit