Updated
Updated · TechCrunch · Sep 1
Empirik Spins Out With $21 Million Seed Round to Predict Tech Outages
Updated
Updated · TechCrunch · Sep 1

Empirik Spins Out With $21 Million Seed Round to Predict Tech Outages

1 articles · Updated · TechCrunch · Sep 1

Summary

  • $21 million in seed funding will send Empirik out of Sequoia incubation as an independent startup focused on predicting infrastructure outages before they happen.
  • The company’s software tracks system changes and models their ripple effects across complex environments, acting as an autonomous gatekeeper that approves low-risk updates and flags dangerous ones for human review.
  • Empirik was conceived by Sequoia technology leaders Avon Puri and Sudheer Dhurjati in 2023, then brought in former Quantum Metric and Salesforce executive Kartik Chandrayana as CEO earlier this year.
  • Customers already include S&P Global, Guardant Health and a large consumer packaged goods company, reflecting demand for tools that help DevOps and site reliability teams manage faster AI-driven software change.

Insights

Will trusting AI to police complex infrastructure prevent catastrophic outages, or simply introduce new, unpredictable risks?
As AI becomes the ultimate traffic cop for enterprise infrastructure, what happens when the predictive model itself makes a critical error?
Can an LLM accurately predict unprecedented system failures before they happen, or will it overwhelm engineers with false alarms?