Anodot
The business, the turning points, and the decisions behind them.
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01 / WHAT IT BUILT
What the company did
Anodot was an Israeli business-monitoring company founded in 2014 in Ra'anana by David Drai (CEO), Ira Cohen, and Shay Lang. Its platform used unsupervised machine learning to monitor organizations' business metrics — revenue, costs, partners, customer experience — and proactively alert on anomalies and forecast issues. Customers included Atlassian, T-Mobile, Vimeo, Pandora, UPS, and Tripadvisor. The company raised about $65 million from Intel Capital, SoftBank Ventures Asia, Samsung NEXT, Aleph, and others, and later launched Umbrella, a FinOps cloud-cost management platform.
02 / FAILURE REASONS
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03 / EVENT HISTORY
Events in the structured record
- Company founded
Anodot is founded in Ra'anana, Israel, by David Drai, Ira Cohen, and Shay Lang to build autonomous business monitoring with unsupervised machine learning.
- Exits stealth
Anodot exits stealth with a real-time analytics engine for anomaly detection, fresh from a $3 million Series A.
- Series C
Anodot raises a $35 million Series C led by Intel Capital to expand into new verticals, tracking more than 400 million metrics daily.
- Layoffs
Anodot cuts 35 employees (about 27% of its workforce) in July 2022, then a further 20% in a second round, as the company moves toward financial independence and profitability.
- Acquisition
On November 4, 2025, Glassbox, a digital experience analytics provider, announces the acquisition of Anodot; Anodot's anomaly-detection engine is integrated into the Glassbox platform. Terms are not disclosed.
04 / CONTEMPORARY REBUILD ASSESSMENT
Difficulty of rebuilding this project today
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Overall assessment: Not completed
05 / CAUSAL CHAIN / AFTERMATH
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