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Monte Carlo

Other B2B Software · San Francisco, United States · Founded 2019

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. Keywords: Data Reliability, AI, Data Observability, Incident Detection, Data Quality, Stakeholder Trust, Data Incidents, Communication Integration, Subscription-Based, Data-Dependent Businesses.

Valuation $1–2.5B
Revenue $50–100M
Headcount 500–1k
Total funding $100–500M
Unlock exact values This page shows ranges. Dealroom has the exact numbers for Monte Carlo and the history behind them.

Investors

7 investors on Monte Carlo's cap table

Sourced from Dealroom's funding history. Investor profile links are shown where available.

Seed 1 investor entered at this stage
Series A 2 investors entered at this stage
Series B+ 4 investors entered at this stage

Global footprint

Where Monte Carlo has talent and traffic

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

Talent graph

The shape of Monte Carlo's talent

Dealroom maps Monte Carlo's team person by person — pinpointing the standout operators and scoring them across the six dimensions investors underwrite. The counts and shape below are a public preview; the named individuals and exact scores live in the platform.

9 standout operatorsDealroom-flagged across the org
11 AI specialistsincl. 2 core researchers
547 employees mappedperson by person
DimensionScore
AI Talentlive Score hidden — book a demo
Engineering Score hidden — book a demo
Product Score hidden — book a demo
Go-to-market Score hidden — book a demo
Leadership Score hidden — book a demo
Research Score hidden — book a demo
Book a demo to unlock Monte Carlo's exact scores

Source: Dealroom Talent Intelligence. Public profiles show counts and the team's shape only — request a demo for the named individuals, per-person seniority and tenure, and team benchmarks vs peers.

Market sentiment

What the market is saying about Monte Carlo

An AI-synthesized read of the highest-engagement posts about Monte Carlo on X over the past 7 days. We rank by likes & retweets, ignore corporate channels, and surface the themes that broke out from real people.

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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