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3 articles
01
writing·Jun 21, 2026·2 min read

Self-Healing IT: How Predictive AIOps Moved From Alerting You to Fixing It

AIOps used to stop at a smarter alarm. The technical chain from ingestion to anomaly detection to autonomous remediation, and the boundary discipline that makes self-healing safe.

02
writing·Apr 16, 2026·2 min read

11 Million Resolutions and 230% ROI: Anatomy of an AI Deployment That Actually Worked

Reverse-engineering a documented win: 11 million autonomous resolutions, 230 percent ROI, and the boring decision that made it work.

03
writing·Apr 13, 2026·2 min read

Beyond the Chatbot: 5 ServiceNow AI Use Cases Where Nobody's Talking to a Bot

The chatbot is the least interesting thing AI does on the platform. Five silent, behind-the-scenes use cases where nobody talks to a bot.

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