EPISODE 41 | January 09, 2026

AI Governance & Data Privacy Compliance for GTM

Expert guidance on navigating AI governance, data privacy regulations, and compliance requirements for B2B tech companies

Key Takeaways

  • High-risk processing triggers compliance: Healthcare, housing, employment, financial decisions, and loans are high-risk areas - if your AI touches these, expect heavy regulatory scrutiny under Colorado AI Act, EU AI Act, and California ADMT
  • Controller vs Processor matters: In B2B relationships, understand your role - as a service provider you're a processor with limited data use; this affects your DPA requirements and what promises you can make
  • Avoid claiming 'anonymization': Don't assert anonymized data - it's nearly impossible to prove and can be reidentified. Use 'deidentification' or 'aggregation' instead, which have clearer legal definitions
  • Trust centers reduce sales friction: Having DPAs, SOC 2 reports, and security documentation ready in a trust center dramatically speeds up enterprise sales - it's becoming table stakes for B2B SaaS
  • Build governance from day one: Re-engineering for privacy is costly - architect AI governance, data flows, and retention policies from the start using frameworks like NIST AI Risk Management

Guest

Jenny Lynn Sheridan and Constantine Karbaliotis, Privacy & AI Governance Experts
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Key Topics

AI Governance, Data Privacy, GDPR, CCPA, EU AI Act, Colorado AI Act, Privacy Impact Assessment, Data Processing, Compliance Frameworks
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Tags

ai governance, data privacy, gdpr, ccpa, eu ai act, colorado ai act, compliance, dpa, privacy impact assessment, nist
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