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Advertising Spend ROI Optimizer ✨

✨ Predict ROI on every advertising dollar before you spend it.

This Snowpark for Python Data App runs your budget allocations through a linear regression model to forecast ROI across channels — search, video, social, and email. Powered by Snowpark and scikit-learn for live, model-driven decisions inside Astrato.

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Budgeting

Track budgets against actuals in real time, understand utilisation, and keep financial performance on course. This demo combines high-level KPI monitoring with detailed breakdowns by company, category, and period, helping teams quickly spot overspend, underperformance, or forecasting gaps. Designed for finance teams moving beyond spreadsheets into interactive, self-service planning and performance analysis.

Shrinkage Management

Monitor product shrinkage, spot trends early, and reduce losses before they impact margins. This demo shows how operational teams can track shrinkage by location, brand, product, and time period, with interactive filtering and detailed drilldowns. Identify high-risk areas, compare expected vs reported quantities, and turn fragmented inventory data into clear actions.Built for retail, hospitality, manufacturing, and any business managing stock across multiple sites.‍

Snowflake Summit Parties

An interactive Astrato map of the top parties at Snowflake Summit, curated by Snowflake Data Superhero Piers Batchelor.

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