Monte Carlo

Monte Carlo is a data reliability company on a mission to accelerate the world’s adoption of data by reducing data downtime.

Monte Carlo ensures data reliability through their robust data observability engine, giving us visibility into core pillars of data health.

Monte Carlo was founded in Israel in 2019 by Barr Moses, with support from Lior Gavish. The company is headquartered in San Francisco, California.


Monte Carlo is the first company to apply the tried and true software engineering principles of observability and reliability to data as a standalone layer on top of your existing data stack.


Monte Carlo’s machine learning-powered platform provides data leaders and other business stakeholders with a holistic view of data reliability for critical business and data product use cases in near real time.


Monte Carlo's first end-to-end solution allows data engineers and analysts to seamlessly monitor the health and dependencies of their data assets across the entire data stack, from ingestion to analytics - all in one collaborative interface.


Monte Carlo is backed by Accel, IVP, ICONIQ Growth, Redpoint Ventures, GGV Capital, Salesforce Ventures, GIC Singapore, and others. The company raised $135M in Series D round on May 24, 2022. This brings Monte Carlo's total funding to $236M to date. The latest round valued mints Monte Carlo a unicorn with a valuation of $1.6B post-money.



  • Year founded: 2019
  • Funding Info: $236M over 4 Rounds (Latest Funding Type: Series D)
  • Yearly Revenue: NA
  • Employee Size: 51-200
  • Business Valuation: Valued at $1.6B as of May 24, 2022
  • City/Town: San Francisco
  • State: California
  • Country: United States
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