8th Annual State of Data Science & AI Report

Where Companies Are Moving Ahead and Falling Short in the AI Race

Companies pour resources into AI initiatives but face a harsh reality: only 22% have strategic deployment plans. The result? Projects stall, budgets stretch, and promised returns never materialize. This year, we surveyed over 214 engineers and data scientists about what’s working, what’s broken, and what leaders need to know to deliver AI returns.

Key findings show:

78% of organizations lack strategic AI deployment
Most AI projects take months to reach production
Data quality issues derail 45% of scaling efforts
Over half your organization has no AI governance framework

While your organization experiments, competitors with clear AI strategies are capturing market advantage. Every month in pilot purgatory is revenue lost and opportunities missed. Download the State of Data Science & AI Report to get the proven frameworks and governance structures you need to identify bottlenecks, accelerate deployment, and move your AI projects from prototype to profit.

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How confident are you today that every AI-generated dependency in your codebase has been vetted for known vulnerabilities — and how are you tracking that at scale?

Which of these security and governance challenges are slowing down your AI development?

What's the biggest consequence your organization fears from ungoverned AI development?

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