Most AI failures don’t start with bad models. They start with skipped conversations.

I’ve watched organizations spend six and seven figures on “AI initiatives” that were approved in under 15 minutes. No one asked: What problem are we actually solving? Are our data, people, and governance ready? What could realistically go wrong? Then three months later: Low adoption No ROI story Quietly labeled a “pilot” and moved on That’s not an AI problem. That’s a risk management failure.

StAIR-Ready™ isn’t an “assessment” in the academic sense. It’s a pre-mortem for AI initiatives.

Before you buy tools. Before you hire vendors. Before you announce the transformation. It helps leaders surface: Misaligned strategy Hidden data gaps Readiness blind spots Governance risks that show up after launch

If spending $149 to reduce the risk of wasting $500K–$5M sounds obvious, that’s because it is.

The surprising part is how few teams do it. AI doesn’t fail fast. It fails quietly — and expensively. #AIReadiness, #AIRisk, #AILeadership, #DigitalTransformation, #ResponsibleAI, #AIStrategy, #RiskManagement

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