Governance

A wave of ‘AI trust layer’ launches won’t fix the 80% enterprise AI failure rate unless organizations convert abstractions into named ownership, lineage instrumentation, and escalation muscle.

A culture of saying ’they are supposed to’ diffuses ownership, erodes trust, and quietly breaks systems designed for transparency.

Implement AI governance through clear policies, ethical frameworks, risk assessment procedures, stakeholder accountability, and compliance mechanisms for responsible AI deployment.