One in Three People Building Software with AI Tools Has No Coding Background

The barrier to building software has collapsed. A new Zapier survey of 818 U.S. workers who have built or deployed tools with AI coding apps finds that 34% have no formal programming background. They are ops managers, finance leads, and project coordinators who describe what they want in plain language and ship working software the same day.

Key Findings from Zapier's Survey

• 34% of people actively shipping software with AI tools have no formal programming background
• 82% use general-purpose chatbots (ChatGPT, Claude); 71% use AI coding assistants like GitHub Copilot; 40% use dedicated AI coding tools like Cursor
• 30% of non-traditional builders go from idea to working tool in less than a day
• 56% of non-traditional builders create tools that customers or the general public will actually use
• 54% report that the tools they've built are still in active use today
• 20% say their AI coding skills led directly to a promotion or raise

The Governance Gap Nobody Is Talking About

The data reveals a sharp tension: the bar for building has dropped dramatically, but the bar for building safely has not. Security and data privacy concerns ranked as the second most common challenge (37%), right behind code errors and bugs (38%). Tools built by non-developers are connecting to real company data and reaching external customers, often without IT visibility into what those tools access or share.

The survey, conducted by Centiment for Zapier between May 8-11, 2026, makes clear that "who gets to build software" has permanently expanded. The open question for organizations is what governance structures keep that expansion from creating unmanaged risk.

Read the full article on Boston 25 News