Ideas that move data teams forward

Balance scale illustration with a visibility eye card on one side and a cost/coin card on the other, representing the chargeback vs showback trade-off for data teams
min read

Chargeback vs Showback for Data Teams – Which Model Actually Changes Behavior

Wesley Allan
Jun 01, 2026
The chargeback vs showback debate has been running in cloud FinOps circles for years. In 2026, it’s arrived squarely in the data engineering world – and the stakes are higher than they were for generic cloud infrastructure. Most data platform FinOps initiati...
Seemore detective pig mascot using a magnifying glass to investigate a suspicious AI agent robot, representing the hidden compute costs of autonomous agents on a data stack
min read

The Hidden AI Agent Data Cost on Your Stack

Wesley Allan
May 25, 2026
When a human runs a query, there’s an instinct. You see the warehouse size, you estimate the scan, and you hit cancel if something looks wrong. The Snowflake cost increase usually starts long before anyone notices – and with agentic workloads, it moves faste...
Illustration of a monitoring gap showing healthy data pipeline cards on the left, an undetected cost blind zone in the center, and a resolved state on the right - representing how Snowflake cost spikes go undetected for weeks
min read

Why Your Snowflake Bill Doubled – And Your Team Had No Idea

Wesley Allan
May 18, 2026
Unexpected Snowflake cost increase? Here are the 6 most common causes - from idle warehouses to misconfigured auto-suspend - and how to detect them before they hit your bill.
Abstract data pipeline network visualization representing Snowflake cost optimization and data flow across a modern data stack.
3 min read

6 Best Snowflake Cost Management Tools (2026 Comparison)

Idan Birnboim
May 05, 2026
Snowflake’s pricing model charges for compute, storage, and cloud services separately, making Snowflake cost control more complex than most teams anticipate. Virtual warehouses spin up fast, queries run across massive datasets, and cloud services layer charges acc...
Seemore Data $5,000 challenge blog thumbnail. A coral-colored browser frame displays the text
9 min read

Prove Your Snowflake Spend is Optimized with The Seemore Data $5,000 Challenge

Wesley Allan
May 04, 2026
TL;DR The challenge is simple: let us analyse your Snowflake environment, and if we can’t identify at least 20% in savings, we hand you $5,000. No purchase required. Onboarding takes 15 minutes. This page outlines the Seemore Snowflake $5000 challenge, eligibility...

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    comparing Snowflake cost optimization tools and highlights the primary distinction from the text: choosing the best tool for either autonomous action or cost grouping. I've used the character and brand colors to ensure a cohesive look.
    12 min read

    6 Best Snowflake Cost Management Tools: 2026 Comparison and Feature Guide

    Wesley Allan
    Apr 20, 2026
    A 3D vector illustration featuring the seemore >data winking pink piggy bank mascot. The pig, wearing a headset and holding a gold coin, is shown reconfiguring a large crystalline snowflake to represent data optimization. The snowflake transitions from a fragmented, unoptimized state in Salmon Pink (#F87E7E) to a sleek, glowing, and efficient geometric state in Teal (#88F4DB).
    10 min read

    Snowflake Adaptive Warehouses Change the Interface. They Do Not Remove the Engineering Problem.

    Yaniv Leven
    Apr 20, 2026
    the standalone hero blog thumbnail, presented as a single file on its own canvas. It features a browser-like frame with rounded corners (radius 18), the three window dots at the top left, and a clean background (light off-white #F7FBFC) with a thin navy blue (#001049) outline. At the center is a large, winking, smiling pink piggy bank. On the left side, inside the frame, there is a bar chart visualization of inefficient Snowflake warehouse usage, showing high idle minutes flagged with red alert flags and waste-category colors. On the right side, inside the frame, there is a line graph showing a clear downward trend in estimated cost savings with success-category colors. Prominent text in navy blue (#001049) Poppins font integrated inside the screen frame reads: "BENCHMARK YOUR SNOWFLAKE EFFICIENCY: UNLOCK SAVINGS". Integrated H2 header text integrated above the image is omitted, and no colored blocks are present on the far left or right margins within the overall screen frame. The entire image has the clean Seemore Data brand aesthetic .
    7 min read

    Snowflake Cost Optimization: Benchmark Warehouse Efficiency and Unlock Savings

    Wesley Allan
    Apr 15, 2026
    Vertical Scaling Snowflake illustration showing AI-driven warehouse optimization, rising costs, and performance monitoring on cloud data infrastructure
    8 min read

    Vertical Scaling Snowflake: Predicting Query Behavior and Cost

    Wesley Allan
    Apr 14, 2026
    Thumbnail for a blog post about Snowflake Cortex Analyst, featuring bold title text, a glowing SQL folder, a magnifying glass, and blue data-themed graphics representing text-to-SQL and production monitoring.
    6 min read

    Snowflake Cortex Analyst Guide: Text-to-SQL, Semantic Views, Query History, and Monitoring

    Yaniv Leven
    Mar 19, 2026
    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

    Seemore Team
    Guy Biecher
    Feb 25, 2026
    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)

    Yaniv Leven
    Feb 05, 2026
    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

    Yaniv Leven
    Jan 20, 2026
    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

    Seemore Team
    Guy Biecher
    Jan 12, 2026

    Seemore resources

    19 min read

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

    Seemore Team
    Guy Biecher

    Jan 12, 2026

    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 expl...

    Auto- clustering in scale with AI recommendation

    14 min read

    How to Automate Snowflake Warehouse Optimization (2026 Guide)

    Snir Siboni

    Dec 21, 2025

    TL;DR Snowflake warehouse optimization in 2026 requires right-sizing compute (vertical scaling), controlling concurrency with multi-cluster policies (horizontal scaling), choosing Gen1 vs Gen2 based on workload type, and eliminating idle time with aggressive suspensi...

    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.

    7 min read

    Comprehensive Guide to Mastering the Snowflake Query Profile

    Matan Avneri

    May 23, 2024

    Comprehensive Guide to Mastering the Snowflake Query Profile

    5 min read

    Smart Pulse – Hourly Autonomous Snowflake Warehouse Optimization for Smarter Scaling

    Yaniv Leven

    Aug 13, 2025

    Introducing Smart Pulse In the constant balancing act between performance and cost in cloud data warehouses, timing is everything. Optimize too slowly, and you waste budget on oversized resources. React too late, and users face query slowdowns or missed SLAs. That’s...

    6 min read

    What is Smart Snowflake Auto Suspend: Auto Shutdown

    Yaniv Leven

    Nov 03, 2025

    Managing Snowflake warehouses efficiently has always been a delicate balance. You need compute resources available when your data teams need them, but leaving warehouses running when idle can drain budgets fast. Traditional Snowflake Auto Suspend features help, but they...

    Comparison infographic showing traditional static auto-suspend versus intelligent AI-powered warehouse auto-shutdown for Snowflake optimization

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