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# The Product Health Score: How I Reduced Critical Incidents by 35% with Unified Monitoring and n8n Automation

**[Towards Data Science](https://daily.dev/sources/tds)** · 10 min read · 0 upvotes · 0 comments

## Summary

A B2B SaaS platform reduced critical incidents by 35% using an automated monitoring system built with n8n. The solution includes a Product Health Score (0-100) that aggregates incident volume, severity, affected users, and business metrics like MRR and churn. Four automated streams detect anomalies in revenue, feature usage, and system health using z-score analysis, then leverage AI to generate root cause hypotheses and send alerts via Slack and email. A unified dashboard consolidates scattered data from Notion, Slack, PostgreSQL, and Google Sheets into a single source of truth, enabling faster incident response and saving 10 hours per week of manual investigation.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://towardsdatascience.com/the-product-health-score-how-i-reduced-critical-incidents-by-35-with-unified-monitoring-and-n8n-automation/>

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---

Tags: [#automation](https://daily.dev/tags/automation), [#monitoring](https://daily.dev/tags/monitoring), [#product-management](https://daily.dev/tags/product-management), [#n8n](https://daily.dev/tags/n8n)

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