Question 1

Who is Vince Dacany?

Accepted Answer

Vince Dacany is a Data & AI leader and CTO with over 20 years of experience building data-intensive systems. He writes on the semantic gap in enterprise AI — why AI systems fail to read the room even when they have access to the data — and what organizations must build to close it.

Question 2

What does Vince Dacany write about?

Accepted Answer

Vince writes on the semantic gap in enterprise AI — the missing layer of context and meaning that prevents AI systems from accurately interpreting enterprise data. His work focuses on the data architecture and context infrastructure organizations need to move from AI that can process data to AI that can genuinely understand it.

Question 3

What is the semantic gap in AI that Vince Dacany writes about?

Accepted Answer

The semantic gap Vince identifies is the difference between AI systems that have access to enterprise data and AI systems that actually understand what that data means in context. Most enterprise AI fails not because of model capability but because the semantic infrastructure — the shared meaning, definitions, and relationships — is missing or fragmented.

Question 4

Where can I follow Vince Dacany's work?

Accepted Answer

Vince is on LinkedIn at linkedin.com/in/vince-dacanay/ and publishes his writing at vdacanay.substack.com.

Vince Dacany

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