Ideas that move data teams forward

min read

Your Snowflake Cost Dashboard Might Be Lying to You

Yaniv Leven
Yaniv Leven
Why bytes scanned is the wrong yardstick for spend, and what to measure instead A few weeks ago a story made the rounds in Snowflake circles with a great headline: a 149 GB query that Snowflake reported as having scanned negative 1.5 GB. The cause was a quiet technical...
Illustration of Seemore connecting through MCP to Claude, Cursor and ChatGPT
min read

Your FinOps Data Just Moved Into Your Chat Window

Nurit Gal
Nurit Gal
Data questions rarely show up at a convenient time, and they rarely show up simple. “Is this spike real or just noise?” “What actually feeds this table before I touch it?” “Did that automation we turned on last month actually do anything?” These aren’t questions with a...
Illustration of glowing data panels linked by flowing pipeline streams, for Seemore Frequency Optimization
min read

The Snowflake Budget You Didn’t Mean to Spend on “Just in Case”

Nurit Gal
Nurit Gal
Every data team has a few of these: a job that got scheduled to run every hour, “just to be safe,” back when someone wasn’t sure how often the table actually needed refreshing. Nobody sat down and decided to overspend – it was the safe default...
Illustration of Snowflake tables marked as unused next to a recycling bin
min read

“We’ll Clean It Up Later”: The Hidden Cost of the Snowflake Tables Nobody Remembers

Nurit Gal
Nurit Gal
Every data team has had this moment. Someone’s poking around the Snowflake catalog and stumbles on a table with a name like staging_backup_v2_final or temp_export_q3. Nobody recognizes it. Nobody’s sure who made it, what it was for, or whether anything...
Illustration of a balance scale with stacked coins on one side and a performance gauge on the other
min read

The Question Every Cost-Saving Automation Has to Answer: “But Did It Hurt Performance?”

Nurit Gal
Nurit Gal
Every team that turns on a cost automation asks some version of the same question first, even if they never say it out loud: will this come back to bite us? Suspending idle warehouses sounds great until the one time someone needed it and it wasn’t there. Scaling...

    Filter

    Clear
    Seemore's pig mascot dressed as the Statue of Liberty in front of the snowy Manhattan skyline and Brooklyn Bridge
    3 min read

    New York, we’re on our way! Snowflake World Tour 2026 🗽

    Nurit Gal
    Nurit Gal
    Illustration of a calculator, coins and a rising spend chart with a forward projection
    4 min read

    “We Might Go Over” Isn’t a Plan. It’s a Feeling.

    Nurit Gal
    Nurit Gal
    Seemore's pig mascot in a beanie, sunglasses and Union Jack scarf by Big Ben and a red London bus in the snow
    4 min read

    Seemore Data at Snowflake World Tour London 2026

    Nurit Gal
    Nurit Gal
    Cover of the Seemore coloring book The Guardian of the Infinite Frost, shown beside a card with a QR code
    4 min read

    Seemore Data at Snowflake World Tour Stockholm 2026

    Nurit Gal
    Nurit Gal
    Illustration of a Snowflake cloud linked to warehouses, a cost dashboard with alerts and an automation gear with a savings chart
    9 min read

    How to Automate Snowflake Budget Control (Without Adding Headcount)

    Yaniv Leven
    Yaniv Leven
    Seemore Data banner: 4.5x median ROI
    5 min read

    What ROI do Seemore Data customers actually see?

    Yaniv Leven
    Yaniv Leven
    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
    13 min read

    The Hidden AI Agent Data Cost on Your Stack

    Nurit Gal
    Nurit Gal
    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
    14 min read

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

    Nurit Gal
    Nurit Gal
    A square-format, edge-to-edge thumbnail designed to visualize the synthesized, discovered "hidden data insight" as outlined in. The composition features a close-up focus on the insightful-looking Seemore piggy character from , standing on a floating, rounded platform derived from the brand frame system in. The pig is looking at a complex data pipeline visualization, where a specific cluster of data points is vividly illuminated, revealing an "insight," contrasting with surrounding shadowy, less detailed areas. Various tables, pipelines, and nodes, as defined in , surround the character in the core soft colors of #FFF0A2 (yellow), #F87E7E (coral), #88F4DB (mint), and #FAC3C6 (blush). This contrast between clear and faint elements provides an immediately intriguing snapshot of the entire blog's narrative.
    20 min read

    Top Data Pipeline Monitoring Tools

    Matan Avneri