Ideas that move data teams forward

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Your AI Agents Are Paying for Missing Context

Yaniv Leven
Yaniv Leven
Horizon Context is now in public preview. Here’s what it costs (as far as the docs say), and how tags, lineage and ownership turn it into a cost tool Picture a finance team with seven tables that have revenue in the name. Three are sandbox copies, two are staging, and...
Illustration of a tap dropping single gold coins into a glass beside a coral treasure chest full of coins linked to an hourglass, contrasting pay as you go with prepaid capacity
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Snowflake On-Demand vs Capacity: Credits, Rollover and Renewal (2026)

Akash Joshi
Snowflake capacity pricing means you buy a set dollar amount of usage up front and spend it down at order-form rates. On-demand pricing means list price, invoiced monthly in arrears. Beyond your capacity balance, Snowflake’s usage view describes the excess as...
Illustration of three bill cards of increasing size on separate platforms, each with a taller stack of gold coins, the middle card highlighted in coral
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Snowflake Pricing Examples: Three Worked Monthly Bills (2026)

Akash Joshi
A Snowflake bill is credits times a price per credit, plus storage by the terabyte, data transfer and, for AI, a separate AI Credit. These three illustrative Snowflake pricing examples build one month line by line, without data transfer or unlisted lines: a small team...
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Correct Isn’t the Same as Cheap

Yaniv Leven
Yaniv Leven
AI agents can now write your SQL and pipelines. The checks around them need to cover spend, not just accuracy. A growing share of the SQL running in our warehouses wasn’t typed by a person. It came from a copilot in the IDE, an agent building a dbt model, or a...
Illustration of a coral cloud above a server block with a translucent dome covering most of it, and only the part above the dome dripping gold coins, showing the free cloud services allowance
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Snowflake Cloud Services Credits: How the 10% Rule Works (2026)

Akash Joshi
Snowflake cloud services credits are billed only on days when cloud services use passes 10% of that day’s virtual warehouse credits. Even then, you pay only for the excess. Snowflake works this out for each UTC day, and serverless usage does not count toward the...

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    horizontal scene of a data engineer analyzing a Snowflake cost dashboard on a large, glowing monitor. The dashboard shows clear AI-generated insights and a bold “30% savings” indicator in green. Subtle cloud and data flow graphics symbolize the Snowflake platform, with AI visual elements (neural lines or holographic overlays) helping interpret the data. Modern office or digital workspace lighting, cool blue-white color palette, tech-savvy and optimistic mood. (16:9)
    3 min read

    How to Reduce Snowflake Costs by 30% with Smarter Data Monitoring

    Lilach Shazar
    Comparison infographic showing traditional static auto-suspend versus intelligent AI-powered warehouse auto-shutdown for Snowflake optimization
    3 min read

    What is Smart Snowflake Auto Suspend: Auto Shutdown

    Yaniv Leven
    Yaniv Leven
    A major AWS outage on October 20, 2025, disrupted a wide range of popular websites, apps, and critical services globally.
    2 min read

    AWS Outage (October 2025): When “Not My Cloud” Still Becomes Your Outage

    Nurit Gal
    Nurit Gal
    Dashboard view of Seemore Data’s Role-Based Access Control (RBAC) settings showing a list of users, roles, teams, and access status within the platform’s interface.
    5 min read

    Mastering Access Control: RBAC and Asset Management in Seemore Data Platform

    Yaniv Leven
    Yaniv Leven
    Snowflake × Palantir: A Defining Moment for Enterprise AI
    4 min read

    Every Integration Layer Hides a Little More of Your Bill

    Nurit Gal
    Nurit Gal
    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

    Matan Avneri
    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 "Elastic Compute" and "Separated Storage", highlighting its modern, optimized design. Thought bubbles float above the engineer's head, showing his internal deliberation on key factors: "Performance? Cost Optimization?" The image captures the moment of decision-making regarding the upgrade and modernization of a data platform.
    7 min read

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

    Yaniv Leven
    Yaniv Leven
    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

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

    Snowflake Cortex AI Costs in 2026: What Every Service Charges For

    Seemore Team
    Guy Biecher