AI Governance for Business Leaders & Product Managers
AI governance is no longer a technical or legal afterthought—it’s a core business responsibility.
As AI systems increasingly influence customers, employees, and revenue, leaders and product managers must ensure these systems are trustworthy, transparent, and accountable. Effective AI governance defines clear ownership, manages data and model risks, embeds human oversight, and ensures continuous monitoring after deployment.
When done well, governance doesn’t slow innovation—it enables safe speed, builds customer trust, reduces regulatory shock, and protects brand reputation.
Organizations that govern AI early and intentionally gain a competitive advantage by scaling AI confidently, responsibly, and in alignment with their values.
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Vivian Aranha
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AI Governance for Business Leaders & Product Managers
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