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True AI adoption goes beyond simply buying licenses for AI tools and integrating AI agents. This presentation video explores why so many AI initiatives get stuck in “pilot purgatory,” and how to embed AI that really works and brings value - repeatedly and safely.
Discover how the Instinctools AI Adoption Workshop helps companies:
âś… Align stakeholders around AI priorities
âś… Identify high-impact AI use cases
âś… Evaluate AI ROI and business value
âś… Turn AI pilots into production-ready initiatives
âś… Build a scalable enterprise AI strategy
✅ Avoid investing in AI where it’s not the right fit
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When AI adoption outpaces governance, the gaps become expensive.
Pilots are deployed. Tools are in use across teams. Then legal asks: who signed off on this?
Only 1 in 5 companies can scale AI without running into compliance, security, or reputational issues.
"Most governance failures trace back not to model behavior but to ungoverned data — wrong lineage, missing consent records, and no clear ownership," said Ivan Dubouski, Head of AI CoE, Instinctools
The Instinctools team put together a practical framework for enterprise AI governance from risk classification to agentic AI controls.
Learn more: instinctools.com/blog/ai-ent…#instinctools_services#ai