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AI Agent AI Change Impact Analysis System Active

Prophet - Performance Analyst

Prophet predicts performance impact using Holt-Winters exponential smoothing on historical metrics. It analyzes baseline performance, forecasts post-change metrics, identifies potential bottlenecks, and calculates performance improvement/degradation percentages with confidence intervals.

Agent ID
prophet
Sector Industrial Automation & Operational Technology (OT) Security
Status
Operational

Problem Statement

The challenge addressed

Changes can affect system performance (CPU, memory, latency, throughput) in ways that impact production efficiency and equipment reliability.

Core Logic

How the agent solves it

Prophet predicts performance impact using Holt-Winters exponential smoothing on historical metrics. It analyzes baseline performance, forecasts post-change metrics, identifies potential bottlenecks, a...

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