Build an Operations Dashboard with AI

Any service or database you can connect to. Built-in: Supabase, Stripe, OpenAI, Anthropic. Add others by giving the AI an API key and asking it to connect the service. For data warehouses (BigQuery, Snowflake, Redshift), give the dashboard a read-only connection.

Yes. Add Supabase logins with a role on each user. The dashboard reads the role and shows the matching layout. Ops manager sees overview + drill-downs; fulfilment sees the order queue only; support sees their tickets and SLA. One app, a different view for each role.

Two ways. Checking for new data every few seconds is the default, and it suits low-volume dashboards. For real-time, Supabase or the database itself pushes each change to the screen, and the AI sets up either based on the prompt. Dashboards under 50 viewers can check on a timer cheaply; high-traffic ones should use real-time.

Yes. Add a thresholds table per metric (low-stock count > 5, SLA breach minutes > 30) and a scheduled function that checks every N minutes. When tripped, send via Resend (email) or a Slack message. WebTwizz builds the schedule and the alert logic from one prompt.

Add a separate executive page that pulls the same data but shows a stripped-down read-only view. Sign-in links sent by email, so execs don't need accounts. For clients (e.g. agency reporting to a brand), database rules make sure each client sees only their slice.