-41%

est. 2Y upside i

Data & AnalyticsAI & MLSeries B

Anomalo is a complete data quality platform that automatically detects and explains issues in your enterprise data. All without writing code, configuring rules, or setting thresholds. Let us help you trust the data you’re using to make decisions and build products.

Rank

#132

Sector

Data Quality, AI/ML, Business Software

Est. Liquidity

~3Y

Data Quality

Data: High

Anomalo presents a strong upside opportunity driven by its rapid 130% YoY growth in the expanding AI-native data quality market and strategic partnerships with industry giants like Snowflake and Databricks.

Last updated: March 10, 2026

Bull (20%)+300%

Anomalo successfully capitalizes on its AI-native platform and AIDA product, achieving market leadership and expanding its customer base significantly. ARR reaches ~$53M in two years, leading to a premium exit valuation of $840M, representing a 300% company upside.

Base (40%)+278%

Anomalo maintains its strong growth trajectory, reaching ~$53M ARR in two years, but competitive pressures and market maturity lead to a valuation multiple of 15x ARR. This results in a valuation of $795M, representing a 278% company upside.

Bear (40%)-50%

Intense competition from incumbents like Informatica and market leader Monte Carlo, coupled with a slowdown in market adoption or execution challenges, causes Anomalo's growth to falter. ARR only reaches ~$22.5M in two years, and a compressed valuation multiple leads to a down round or flat valuation of $105M, resulting in a -50% company downside and likely minimal to no return for common shareholders due to $121M in liquidation preferences.

Est. time to liquidity~2.5 years

Preference Stack Risk

severe

Funding Intensity

58%

Investors have contributed $121M in total funding, which represents 57.6% of the current $210M valuation, meaning preferred shareholders have significant liquidation preferences ahead of common stock.

Dilution Risk

high

As a Series B company, Anomalo is likely to pursue additional funding rounds (e.g., Series C, D) before an IPO or acquisition, which will lead to further dilution of existing equity holders.

Secondary Liquidity

limited

Anomalo is a privately held company, and secondary market trading for accredited investors is available through platforms like Hiive and Nasdaq Private Market, but it is not publicly traded.

Questions to Ask at the Interview

Strategic questions based on Anomalo's data — designed to show you've done your homework.

  • 1

    “How does Anomalo plan to navigate the dual role of partners and potential competitors with major cloud data platforms like Snowflake and Databricks, especially as they expand their own data quality features?”

  • 2

    “With a current ARR of ~$10M and 130% YoY growth, what is the strategic roadmap to scale revenue to $100M+ while maintaining high growth rates, particularly with the introduction of AIDA and unstructured data capabilities?”

  • 3

    “Given the Series B funding and the significant liquidation preference stack of $121M, what is the anticipated timeline for a liquidity event, and how does the company plan to ensure meaningful returns for common shareholders?”

Community

Valuation Sentiment

Our model estimates -41% upside. What do you think?

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Disclaimer: This analysis is AI-generated and does not constitute financial or career advice. Always conduct your own due diligence.