Catalog & Cocktails: The Honest, No-BS Data Podcast AI Governance Is Everyone's Problem (And That's Actually Good News) with Kierra Dotson
Mar 26, 2026
Kierra Dotson, Director of AI strategy and former DevOps engineer, focuses on practical AI governance. She discusses breaking governance silos and engaging engineers, translating policy into code and building governance-as-code, and creating cross-functional charters and incentives to make ethical, sustainable AI a shared responsibility.
AI Snips
Chapters
Transcript
Episode notes
Governance Is An Enabler Not A Speed Bump
- AI governance shouldn't be a compliance checkbox siloed in legal; it's an organization-wide safety feature like a seatbelt that enables faster innovation.
- Kierra Dotson contrasts 'move fast and break things' with governance as invisible safeguards that preserve trust and survival.
Create An AI Governance Charter
- Do create an AI governance charter that maps mission, roles, scope, values, and review cadence so everyone knows responsibilities.
- Kierra recommends team-level charters if org-wide is infeasible and mandates inventory, audits, and review clauses.
Use Incentives To Drive Governance
- Tie governance to incentives: add ethical AI stewardship to performance reviews and KPIs to drive accountability and bonuses.
- Also highlight tech incentives (less audit pain) and psychological safety to reduce fear of causing public failures.