Thought Leadership

Our Perspective

Honest takes on where AI in business is heading, what the failure modes are, and what it actually means to build an AI native organization.

May 2026·7 min read

Why Most Enterprise AI Projects Fail to Scale

IDC estimates that 60% of AI projects never make it to production. Of those that do, a significant portion fail to deliver measurable business value within 18 months. This is not a technology problem.

AI StrategyEnterpriseFailure Modes

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April 2026·8 min read

AI Native vs. AI Enabled: Why the Distinction Matters

Two companies can both say they use AI. One has added AI features to existing processes. The other has rebuilt how it works from the ground up with AI as a core operational layer. The outcomes look similar today. In three years, they won't.

AI NativeStrategyTransformation

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