.png)
How Snowflake Cortex AI Is Delivering Real ROI for Data-Driven Businesses
- Claroda Technical Team
- 7 days ago
- 3 min read
Updated: 6 days ago
Data modernisation had a clear goal for years: get everything into the cloud. That part is largely done. What matters now is what you do next. The real leap forward is not just moving data to the cloud; it is what happens when AI meets that data where it already lives.
What happens when AI can work directly on your data, without friction?
That is the shift Cortex AI brings.
The Problem Was Never AI
Enterprises did not struggle because AI was not powerful enough. They struggled because of how everything was set up. Data in one place, AI in another, and pipelines trying to connect the two.
Over time, that created drag:
Insights took too long
Costs kept rising
Teams spent more time maintaining systems than using them
AI looked promising, but it rarely felt fast or simple.
How Cortex AI Solved The Problem
Cortex AI changes one thing: where AI runs. It brings AI directly into Snowflake, where your data already exists. No movement. No duplication. No extra layer.
Suddenly, things that used to be complex become straightforward:
querying data with natural language
combining structured and unstructured data
building workflows that act on insights immediately
It feels incremental on the surface, but it removes one of the biggest sources of friction in enterprise data.
A Perspective from the Field
We're at an inflection point in how businesses use data, and Snowflake has fundamentally changed the game with Cortex AI. Bringing AI and data together in one place, without moving a single byte. That's the kind of capability that gives our clients a real edge.
— Garrett Aiden, Senior Client Partner at Claroda
This is exactly where the shift becomes real, not in features, but in how work actually gets done.
Where the ROI Is Actually Landing with Cortex AI
Faster Decision Making
The first visible impact is speed in decision-making. Business users no longer wait in queues for insights. They ask questions and get answers instantly.
What used to take days or weeks now happens in minutes.
According to McKinsey & Company, organisations using AI in decision-making can move up to 5x faster. And speed, once introduced, tends to compound.
Cost Saving
The obvious win is infrastructure consolidation. Removing the need for separate AI tooling outside Snowflake cuts a clean layer of cost from the stack.
A significant portion of data engineering effort has historically gone into maintaining pipelines and managing systems. When that burden drops:
Teams build more
experimentation increases
value creation accelerates
That is where ROI becomes visible.
Utilizing Unstructured Data
Most organisations already have the data they need, but they just cannot use all of it, because a large part of it is unstructured: emails, documents, transcripts, and feedback.
Traditionally, this data sat untouched, but Cortex AI changes that equation with capabilities like:
Sentiment analysis
Document summarisation
Entity extraction
These run alongside structured data queries, in the same environment, without additional tooling.
And this matters because, as IBM highlights, over 80% of enterprise data is unstructured. For many businesses, this is untapped value.
No Governance Issue
One of the biggest silent blockers to AI adoption has been governance. New tools often meant:
new access models
new compliance reviews
new risks
Cortex AI avoids this entirely. Because it runs inside Snowflake, it inherits:
existing permissions
security policies
compliance frameworks
Nothing new to rebuild. Nothing separate to manage, which removes friction where it matters most.
The Gap Between Early Movers and Everyone Else
It is becoming increasingly clear that organisations that have embraced Cortex AI are n operating more efficiently and are building a compounding advantage.
Every insight informs the next decision. Every decision generates more data. Better data feeds better models. And the flywheel keeps turning.
The organisations yet to make this move are not standing still. The gap is growing. It shows up in how fast decisions get made, in the opportunities spotted or missed, and in competitive positions that shift gradually over time.
Where to Start
If you are already on Snowflake, it’s a lot easier. You do not need a large transformation; you need a starting point and the right partner to help navigate it.
For those still on legacy platforms or with fragmented data architecture, the case for modernisation has never been stronger or more urgent.
At Claroda, this is the work we do: helping organisations move onto the right foundation, activate the capabilities that matter, and start seeing real returns
Want to explore what Snowflake Cortex AI could mean for your business? Reach out to the Claroda team. Let's have a conversation.