Evaluating only Waterline Data’s profile at its peak — without knowing the outcome — the model ranked Acquisition gone wrong as the #1 likely cause. Documented cause: Competition.
Key Events Timeline
FOUNDING
Alex Gorelik founded Waterline Data in Santa Clara to automate enterprise data cataloging using machine learning.
FUNDING
Raised Series B funding, total capital reached approximately $26M with participation from Menlo Ventures.
PIVOT
Pivoted to emphasize GDPR and CCPA compliance use cases to differentiate from growing Alation and Collibra competition.
ACQUISITION ATTEMPT
Alation acqui-hired Waterline Data team and technology for undisclosed sum well below $26M raised, ending independent operations.
Full Analysis
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Documented cause
Waterline Data built an AI-powered data catalog and governance platform, raising approximately $26M from investors including Menlo Ventures. Despite being a pioneer in automated data discovery, the company could not scale revenue fast enough to justify continued investment. In 2020, larger incumbents like Alation and Collibra dominated enterprise deals. Waterline was acqui-hired by Alation in mid-2020 for a reported sum well below total capital raised.
Lesson
“Being first in data governance is worthless without the sales machine to close enterprise deals at scale.”
Failure anatomy
Collapse type
Acqui-hire
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