Struggling to convert AI ambition into measurable, scalable value?
This leadership series closes that gap.
Enterprise AI That Works explores what drives real AI ROI — strategy before technology, adoption before automation, and modern, Snowflake-enabled data architecture built for longevity, not hype.
Across ten focused insights, Vince Belanger shares executive perspective drawn from hands-on transformation work across complex enterprises and mid-market firms.
10 Insights on Strategy, Adoption, and Scalable Impact
Building the Foundation for Enterprise AI
Enterprise AI Strategy: Why Business Alignment Drives Measurable ROI
Description:
A strong AI strategy begins with business alignment, not technology selection. This video explains how connecting business problems, data foundations, and ROI modeling ensures AI investments deliver measurable outcomes rather than isolated proofs of concept.
Transcript:
And when we do a strategy with our customers and why that’s so important, it sets the tone and it sets alignment for everything that happens thereafter. And when we talk strategy, it’s not just about, hey, let’s get all of our data together in this warehouse or hey, we’re going to deploy this particular technology. It’s about bringing the business to understand the data, the business problem, and understand can we afford what the AI opportunity and its ROI is going to cost if we’re going to make these investments.
AI Adoption Strategy: How to Scale AI Beyond the Model
Description:
AI initiatives create value only when adopted across the business. This video explains how change management, workflow integration, and governance frameworks determine whether AI delivers measurable ROI at scale.
Transcript:
When we talk about scaling, it still goes back to business adoption because there is no value if nobody uses it. If a tree falls in the woods and nobody hears it, did the tree fall? If we build the most awesome AI model and nobody uses it, does it return value? The answer is no. So, we want to be able to help our customers adopt

Stop Choosing Tools. Start Solving Business Problems with AI.
Architecture and Acceleration

How Mid-Market Companies Use AI to Improve Forecasting, Customer Insight, and Labor Optimization

Why We Lean Into Snowflake for Long-Term, Scalable AI Solutions

Accelerating Time to Value with Snowflake and Business Adoption
Sustainable, Scalable Impact

How Mid-Market Companies Use AI to Improve Forecasting, Customer Insight, and Labor Optimization

Why We Lean Into Snowflake for Long-Term, Scalable AI Solutions

Accelerating Time to Value with Snowflake and Business Adoption










