Orca Security’s head builds partner platform with AI in a weekend
Shannon McWilliams, head of global distribution at Orca Security, used AI tools to prototype the company’s Partner Success Platform over a weekend. The platform now includes AI-driven features like deal coaching and gamified certification tracking, built after McWilliams—who lacks formal development experience—used an AI app-gen platform to create a functional prototype. The project accelerated…
Key points
- McWilliams built Orca’s Partner Success Platform in a weekend using AI tools, adding AI features like deal coaching and gamified certifications
- Security review uncovered vulnerabilities not caught by the AI platform’s own tools, requiring external validation before production
- McWilliams argues AI speeds development but requires continuous security checks to match rapid iteration cycles
McWilliams emphasized that while AI drastically speeds up application development—reducing weeks of traditional workflows to minutes—it doesn’t eliminate the need for security oversight. He advocates for continuous discovery, least privilege access, and human-in-the-loop validation to mitigate risks. The platform’s success highlights how AI lowers barriers for non-technical users to build tools, but enterprises must adapt governance models to support rapid, iterative development while ensuring safety. McWilliams predicts more knowledge workers will adopt AI-driven app-building, reshaping roles for developers, security teams, and business leaders alike.
Shannon McWilliams, Head of Global Distribution at Orca Security
Unite.AI · 6 November 2026
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