KPI Sentinel is an AI-powered developer tool that detects silent business metric regressions caused by code changes, API modifications, database schema updates, and event-tracking errors. Even when software passes conventional tests, these changes can affect critical KPIs such as revenue, conversion rates, and order counts. Our solution analyzes dependencies between code, data pipelines, and business metrics to identify potential issues, explain root causes, assess impact, generate regression tests, and suggest corrective fixes for developer review. We aim to leverage AMD Ryzen computing capabilities for efficient local analysis and AI-assisted workflows, helping developers maintain reliable data and trustworthy business insights before deploying software updates.
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