Kelly Sutton
CTO and co-founder of Scholarly, a vertical SaaS faculty information system for universities; focuses on workflow automation, security/compliance for higher education, and pragmatic AI integration in product and operations.
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Mar 24, 2026 • 43min
You Can’t Vibe-Code Trust: Why Real SaaS Still Wins in the AI Era
Kelly Sutton, CTO and co-founder of Scholarly, builds a faculty information system that secures and automates university workflows. She discusses why higher ed trusts vertical SaaS, how Scholarly uses AI for product surfaces and an admin MCP server, the need for human-in-the-loop checks, and why small, reviewable AI outputs speed adoption and reliability.
