ProdlyticaJournal
Data Analytics

From Anomaly Detection to Root Cause Analysis

Detection creates an alert. Diagnosis creates a decision.

Faisal Siddique··9 min read

The fastest route to a false story is to investigate only the first plausible explanation.

Decompose before you explain

Break the change across product surface, platform, geography, acquisition source, tenure, and time before choosing a narrative.

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Faisal Siddique

Written by

Faisal Siddique

Embracing the Magic of Analytics & Life

I write about product analytics, experimentation, data, AI, and the ideas that shape how we think and grow. The goal is simple: make sense of complexity, share what I learn, and hopefully leave you with something worth thinking about.

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FSFaisal SiddiqueSeptember 13, 2026
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FSFaisal SiddiqueAugust 28, 2026

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