Snowflake AI services: Cortex Query

Описание: In this video, we show how real Snowflake users a single Cortex function query that cost nearly $5,000 due to token-based pricing and large record volume (1.18B rows).

We’ll walk through both examples and show how Seemore Data helps:
Attribute token costs to specific models and queries
Surface usage spikes with query-level context
Track always-on services and their burn—even with zero usage
Understand where and why costs are rising across Cortex features

This is relevant for anyone using:
Cortex Functions Query
Cortex Analyst
Document AI
Search & Embedding Services
Or fine-tuning models within Snowflake

Get clear examples and practical tooling to monitor and manage these new cost layers.

Also if you enjoyed this video, check out some of my other top videos.
➡️ Snowflake AI services: Cortex Search
•    • Snowflake AI services: Cortex Search  

➡️ Optimizing Snowflake Storage: Types, Pitfalls, and Best Practices
•    • Optimizing Snowflake Storage: Types, Pitfa...  

➡️ Latest Meet The Data Leader Podcast
•    • Meet the Data Leader - Episode #1  

Or check out our blog
➡️https://seemoredata.io/blog/

The Full Snowflake Cortex AI Guide
➡️https://seemoredata.io/blog/snowflake...

For more data updates, follow us on LinkedIn:
➡️   / seemore-data  

Tags: Data engineering projects, Data engineer work, Snowflake AI Services, Snowflake Cortex, Cortex AI Cost, Cortex Function Cost, Token Usage, Cortex Search Cost, FinOps for Snowflake, AI Services Monitoring, Cost Attribution, Query-level Cost Tracking


About Seemore Data:
Seemore is the leading autonomous AI-powered agent for the modern data cloud. We continuously optimize cost and performance across your entire stack - ETL, warehouse, and BI - transforming fragmented infrastructure into a self-optimizing system.
🔗 Explore more at seemoredata.io
➡️ Checkout the platform demo - https://seemoredata.io/form/