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Visual representation of Snowflake Cortex AI with a glowing snowflake symbol over cloud servers, highlighting AI and data processing infrastructure
9 min read

The Hidden Cost of Snowflake Cortex AI: A $5K Single-Query Wake-Up Call

TL;DR Snowflake Cortex AI is transforming how teams work with unstructured data, but it comes with a new cost management challenge: a single query can consume thousands of credits without warning. Unlike traditional warehouse costs, Cortex AI charges are based on token ...
AI-powered transformation of data engineering - from complex technical workflows to streamlined natural language development, perfectly representing Snowflake Cortex Code's value proposition.
6 min read

Snowflake Cortex Code: Complete Guide to Features, Pricing & Implementation (2026)

On February 3, 2026, Snowflake unveiled Cortex Code at BUILD London 2026, marking a significant shift in how data teams approach development. Unlike generic coding assistants that merely suggest code snippets, Cortex Code operates as a Snowflake-native AI agent that und...
A split-screen showing SQL code with ALTER SESSION SET QUERY_TAG on one side and a real-time cost dashboard on the other, using brand colors for syntax highlighting
4 min read

Snowflake Query Tags: Implementation Guide with Python, dbt & SQL Examples

Snowflake query tags let you attach meaningful metadata to every SQL query you run. That sounds simple, but used the right way, query tags unlock visibility most teams never get: fine-grained cost attribution, performance tracking, and clear workload classification. Her...
Snowflake Cortex Agent Cost is a Black Box. And Snowflake AI Observability shed some light onto it.
6 min read

Snowflake AI Observability for Cortex Agents: Tracking Token-Level Costs with SQL

TL;DRSnowflake Cortex Agent costs are not fully visible in native dashboards. By querying SNOWFLAKE.LOCAL.AI_OBSERVABILITY_EVENTS and applying model-specific pricing, you can calculate 100% of agent costs, attribute spend to agents/users/teams, and build daily cost moni...
Auto- clustering in scale with AI recommendation
7 min read

Intelligent Snowflake Auto Clustering: How to Optimize Auto-Clustering at Scale with AI

TL;DR Snowflake auto-clustering can dramatically improve query performance — but at scale, it often becomes a guessing game that quietly burns credits. Manual clustering analysis doesn’t keep up with changing query patterns, table growth, and data churn. This post expla...

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    Visual representation of Snowflake Cortex AI with a glowing snowflake symbol over cloud servers, highlighting AI and data processing infrastructure
    9 min read

    The Hidden Cost of Snowflake Cortex AI: A $5K Single-Query Wake-Up Call

    Snowflake Cortex Agent Cost is a Black Box. And Snowflake AI Observability shed some light onto it.
    6 min read

    Snowflake AI Observability for Cortex Agents: Tracking Token-Level Costs with SQL

    Auto- clustering in scale with AI recommendation
    7 min read

    Intelligent Snowflake Auto Clustering: How to Optimize Auto-Clustering at Scale with AI

    Clean blog header image with the title “Top Snowflake Cost Management Tools – 2026.” A central Snowflake-style icon is surrounded by minimal line icons representing cost, settings, performance, and security. Below, a simple bar and line chart visualizes cost trends. The design uses Seemore’s brand colors on a soft gradient background,
    3 min read

    Top Snowflake Cost Management Tools in 2026

    An infographic titled 'Snowflake Warehouse Optimization in 2026' highlighting four key strategies: Right Sizing, Multi-Cluster Strategies, Gen1 vs Gen2 Warehouses, and Auto-Suspend configuration, all part of an Automated Platform.
    5 min read

    How to Automate Snowflake Warehouse Optimization (2026 Guide)

    Snowpipe pricing announcement in Snowflake summit 2025
    4 min read

    How Snowflake’s New Snowpipe Pricing Cut Costs by 80–95% (With Queries to Measure It Yourself)

    data engineer monitoring Cortex AI workloads on dashboard with cost-saving insights from Seemore.
    6 min read

    Snowflake Cortex AI for Financial Services: Enterprise-Ready AI Built to Scale

    A data engineer, sitting in a modern high-rise office with a city skyline visible through large windows, is deep in thought. In front of him, a holographic interface displays a comparison between Gen1 and Gen2 Snowflake Warehouses. On the left, Gen1 Snowflake Warehouse is represented by stacked layers, implying its older architecture. On the right, Gen2 Snowflake Warehouse is shown with a cloud icon labeled with key features like
    7 min read

    Gen1 vs Gen2 Snowflake Warehouses : When Does the 25% Premium Pay Off?

    Data engineers are frustrated by Real Root Cause of Cost Problems due to Lack of Snowflake Observability
    7 min read

    Why Lack of Snowflake Observability is the Real Root Cause of Cost Problems

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