Best alternatives to Dreambase in 2026

If you run a product on Supabase or plain Postgres, you already have all the data you need to answer questions like "how many users came back this week" or "which plan churns the most" — the problem is turning raw tables into an actual chart without hiring someone who knows SQL or wiring up a separate analytics stack. Dreambase is built to close that gap: it connects to your existing database with read-only credentials, figures out on its own what your tables and columns mean, and lets you ask for a report in plain English instead of writing queries by hand. Dreambase is an AI-native analytics layer that sits directly on top of Postgres or Supabase — no ETL job, no data warehouse, no tracking SDK to install. Once connected, its AI agents map your schema automatically, infer what your events and entities represent, and can generate dashboards, anomaly alerts and ad-hoc answers in seconds rather than the hours or days a manual BI setup usually takes. Supabase itself is invested in the company and lists it as an official analytics partner, which is a reasonable trust signal given how directly Dreambase touches production data. Pricing runs free (1 user, 1 dashboard, 1 schema) up to Pro at $29-49/month, Team at $249/month (annual only), and custom Enterprise, with a 14-day trial on paid tiers.