Building Trust in AI with Ty Walrod

In this episode of Mission Matters Business Podcast, host Adam Torres welcomes Ty Walrod, co-founder and CEO of Trustbound AI, to discuss the critical challenge of building trust in enterprise AI. Walrod shares his journey from co-founding advocacy nonprofit Outserve and tech company BrightFunds to launching Trustbound AI, a company focused on securing sensitive data in AI workflows. He emphasizes the growing problem of 'shadow AI'—where employees use personal AI tools, risking data leaks—and explains how Trustbound uses smart placeholders to sanitize sensitive information like PII, financial data, and health records without compromising AI utility. The platform enables secure access to powerful models like OpenAI, Claude, and Gemini while giving companies visibility and control over data flows. Walrod highlights the shift from deterministic to probabilistic security, where AI must detect both known and novel data types. He also shares real-world use cases, from legal advisors to insurance analysts, showing how Trustbound empowers knowledge workers without sacrificing privacy or security. The episode concludes with Walrod’s vision for scaling Trustbound across enterprise AI strategies, including agentic systems, and his focus on customer-driven growth. Key takeaways include: 1) Use AI securely by embedding data protection at the application layer; 2) Trustbound’s smart placeholder technology allows full AI functionality without exposing raw data; 3) Enterprises must adopt a new security mindset—probabilistic, not just rule-based—to keep up with AI’s speed and complexity; 4) Employees will bypass restrictive tools if they’re not user-friendly, so security must be seamless; 5) Early-stage startups can disrupt enterprise markets by solving real pain points with elegant, scalable tech. The tone is optimistic and forward-looking, with a strong emphasis on ethical innovation and human-centered design.