
AITrendsGenerative AI
Buying AI licenses is not adoption
Your organization is the Ghost, the Tourist, the Resident, the Builder, or the Integrator. Five AI adoption levels, and most companies pay for licenses just to stay at the first one.
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Your organization is the Ghost, the Tourist, the Resident, the Builder, or the Integrator. Five AI adoption levels, and most companies pay for licenses just to stay at the first one.

The SaaS model worked for two decades. Then AI agents arrived. And changed everything.

Your company's AI responds fast and without visible errors. But that doesn't mean it's responding correctly. In 2026, observability is the word that separates organizations that trust from those that know.