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Monte Carlo

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Digital data reliability platform designed to monitor and offer alerts for missing or inaccurate data

San Francisco, United StatesFounded 2019Other B2B Software
Valuation $1–2.5B Last recorded · 2022
Revenue $50–100M Latest reported FY
Headcount 500–1k Current team size
Total funding $100–500M Disclosed equity funding
Unlock exact values This page shows ranges. Dealroom has the exact numbers for Monte Carlo and the history behind them.

About Monte Carlo

Monte Carlo Data is a startup that operates in the data and artificial intelligence (AI) sector. The company provides a solution to data reliability issues by offering end-to-end data observability. This means that it helps businesses monitor and understand the status of their data in real time, including its freshness, volume, schema, and quality. This is particularly useful for data engineers who need to ensure the integrity of their data.

The company's platform also offers incident detection and resolution tools, which can help analysts address data quality issues more efficiently. This can save businesses significant time and resources, as well as maintain stakeholder trust.

For executives, Monte Carlo Data's services can help prevent the costly issue of bad data. The company's platform allows businesses to detect, alert, resolve, and prevent data incidents at scale. It also integrates with existing communication channels like Slack, Teams, and JIRA, making it a seamless addition to any business's data management toolkit.

Monte Carlo Data's business model is likely based on a subscription or usage-based fee, where clients pay for the level of service they require. The company's clients are likely to be businesses of all sizes that rely heavily on data, including those in sectors like finance, technology, and e-commerce.

Source: Dealroom company data

At a glance

Founded
2019
Headquarters
San Francisco, United States
Sector
Other B2B Software
Power Law
Unicorn$1–10B valuation tierColt$25–100M revenue

Investors

7 investors on the cap table

From Dealroom's funding and investor records, grouped by the round each investor first entered.

Seed1 investor entered at this stage

Series A2 investors entered at this stage

Series B and later4 investors entered at this stage

Employees mapped 547 incl. 11 AI specialists
Founders Hidden — book a demo/100 quality score
Key operators 9 quality Hidden — book a demo/100
Potential founders Hidden — book a demo likely future founders
Startup mafia Hidden — book a demo alumni-founded startups
Talent movements Hidden — book a demo in · Hidden — book a demo out past 12 months

Source: Dealroom Talent Intelligence.

Global footprint

Workforce and web traffic by country
Workforce by country
14 countries with
team presence
🇺🇸 United States63%
🇮🇳 India7.6%
🇬🇧 United Kingdom6.2%
🇨🇦 Canada5.2%
🇮🇱 Israel4.3%
Top 5 of 14 shown
Web traffic by country
62K monthly visits
across markets
🇮🇳 India31.6%
🇺🇸 United States31.1%
🇩🇪 Germany9.7%
🇬🇧 United Kingdom4.2%
🇨🇦 Canada3.7%
Top 5 markets shown

Market sentiment

Posts on X, past 7 days

An AI-synthesised read of the highest-engagement posts about Monte Carlo on X, ranked by likes and reposts, corporate channels excluded.

Reading the room on X — pulling top posts and synthesizing themes…

Source: X recent search ranked by engagement (likes + retweets) · Synthesis by Claude · Cached for 1 hour

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