How do founders build CRMs, trackers, and admin panels with AI tools?

Two proven paths: prompt-first builders like Lovable, Airtable Omni, and Softr that generate the interface and database together, or agentic coding with Claude Code or Cursor against a real stack like Supabase for founders who want full ownership. Non-developers have shipped production systems this way, like Julian, a French training-centre founder whose Claude Code CRM runs 90+ routes and five API integrations. Start with one painful workflow, connect your real data early, and treat logins and permissions as day-one requirements rather than polish.

A quick orientation. The real value is below: resources worth your time, from people who've actually done it.