The Challenge Consider a typical enterprise scenario: your data team onboards new customer tables weekly, each containing various PII fields. Your compliance team requires all sensitive data to be properly tagged and masked based on user roles. Without automation, this becomes a bottleneck as data engineers manually identifying columns, applying […]
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Zero-Copy CRM: Snowflake from Salesforce with OAuth: Most CRM decisions happen in Salesforce, while the truth lives in Snowflake. However, Instead of copying data (ETL) or waiting for a managed “direct connector” to be available, you can call Snowflake live from Salesforce using OAuth + Named Credential + Snowflake SQL […]
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Parallel Snowflake Jobs with Snowpark: The Challenge: Sequential Bottlenecks Imagine you’re loading sales data from multiple regions into Snowflake. Your pipeline needs to: Load North American sales data (2 minutes) Load European sales data (2 minutes) Load Asian sales data (2 minutes) Update high-value customer segments (1 minute) Update medium-value […]
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In real enterprise data landscapes, we often receive feeds from multiple source systems — CRM, ERP, HR, legacy Oracle apps, APIs, Excel exports, and more. Each system records timestamps in its own way. When these systems are merged into a single CSV feed, the timestamp column becomes inconsistent. Therefore, a […]
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Fetch Live Data in Snowflake with External Access — because modern data platforms no longer operate in isolation. They thrive on real-time external data that helps drive faster, smarter decisions. Whether it’s weather forecasts, market trends, or currency exchange rates, organizations today need the ability to pull live insights directly […]
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Snowflake provides a rich set of features for identity management such as password policies, MFA, SSO integration, and role-based access control. However, one limitation we often face is automating password expiry notifications in Snowflake, since the platform does not natively notify users when their password is about to expire. In […]
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