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Why Flip AI built a custom large language model to run its observability platform | TechCrunch

Nov 08, 2023 - news.bensbites.co
Flip AI, an early-stage startup, has developed a large language model specifically designed to monitor and troubleshoot issues in a company's systems. The model, trained on over 100 billion tokens of DevOps-specific data, can generate a root cause analysis in less than a minute, speeding up the troubleshooting process and time to recovery. The company recently announced that their product is now generally available and revealed a previously unannounced $6.5 million seed investment.

The seed investment was led by Factory, with participation from Morgan Stanley Next Level Fund and GTM Capital. Flip AI's co-founders include CEO Corey Harrison, CTO Sunil Mallya, and CPO Deap Ubhi, all of whom have extensive technical backgrounds. The company currently has 20 employees based in San Francisco and Bangalore, India, and is focusing on balancing customer demand with methodical growth.

Key takeaways:

  • Flip AI, an early-stage startup, has developed a large language model specifically designed to monitor and troubleshoot IT systems. The product is now generally available.
  • The company has also secured a previously unannounced $6.5 million seed investment led by Factory, with Morgan Stanley Next Level Fund and GTM Capital also participating.
  • The language model, trained on over 100 billion tokens of DevOps-specific data, can analyze data across systems and generate a root cause analysis in less than a minute.
  • Flip AI's team is split between San Francisco and Bangalore, India, and the company is committed to maintaining or increasing its current level of diversity as it grows.
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