Fundraising Fox

Monte Carlo

Founded 2019 · 549 employees on LinkedIn · 8 known investors

Find your way into Monte Carlo

678 people in our graph share verified history with the Monte Carlo team — schools, employers, funds. One of them is your warm intro.

John Dysonunlockedknows Lior Gavish · together at Stanford University Graduate School of Business (overlapped)
×8knows the team · via Stanford University Graduate School of Business
knows the team · via Barracuda
×2knows the team · via Monte Carlo

Monte Carlo offers an AI-powered troubleshooting agent that identifies and resolves data and AI quality issues across pipelines and systems. The platform uses multi-agent investigation to uncover root causes and deliver actionable remediation steps for enterprise data teams.

AI & Machine LearningData & InfrastructureEnterprise Software

Founders & leadership

Monte Carlo was founded in 2019 by Lior Gavish.

LGLior Gavish
Lior GavishinFounderLior Gavish leads Monte Carlo, an AI-powered platform for identifying and resolving data and AI quality issues. He has experience in engineering team leadership, software architecture, product management, and enterprise software development.

Investors · 8

GreatPoint VenturesSan Francisco · $250K – $20M
Accelreported · 2 sourcesPalo Alto · $1.6M – $70M
GGV Capitalreported · 2 sourcesMenlo Park
ICONIQ Growthreported · 2 sourcesSan Francisco
IVP (Institutional Venture Partners)reported · 2 sourcesSan Francisco · $15M – $75M
Redpoint Venturesreported · 2 sourcesWoodside · $100K – $10M
Salesforce Venturesreported · 2 sourcesSan Francisco · $5M – $50M

Also in the syndicate · 1

GIC Singapore

Funding

SEC filings, press & company announcements

$135M disclosed across 1 of 3 rounds · 2021–2025

Source: company announcements and press reports — follow each round's link for the claim.

In the news

Monte Carlo Raises $135M in Series E | SalesTools AIsalestools.io · Oct 2025Data Quality Startup Monte Carlo Is A Unicorn After Fourth Funding Round In Two Yearsforbes.com · May 2022Monte Carlo Raises $135M Series D To Accelerate The Rapid Growth Of The Data Observability Categorymontecarlo.ai · May 2022Monte Carlo raises $135M Series D at $1.6B price, showing that unicorn rounds are still a thing | TechCrunchtechcrunch.com · May 2022Monte Carlo Raises Series C, Brings Funding To $101M To Help Companies Trust Their Data | by Barr Moses | Mediumbarrmoses.medium.com · Aug 2021Monte Carlo Raises $135 Million To Grow Data Observability Biz - Monte Carlomontecarlo.ai

Frequently asked questions

What does Monte Carlo do?
Monte Carlo offers an AI-powered troubleshooting agent that identifies and resolves data and AI quality issues across pipelines and systems. The platform uses multi-agent investigation to uncover root causes and deliver actionable remediation steps for enterprise data teams.
Who founded Monte Carlo?
Monte Carlo was founded by Lior Gavish in 2019.
Who are Monte Carlo's investors?
Monte Carlo's investors include GreatPoint Ventures, Accel, GGV Capital, ICONIQ Growth, IVP (Institutional Venture Partners), Redpoint Ventures, Salesforce Ventures.
How much funding has Monte Carlo raised?
Monte Carlo has disclosed $135M raised across 1 of its 3 known rounds.