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Chronicles

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Unravel Data, which makes an app performance management platform for big data stacks, raises $15M Series B from GGV Capital, Menlo Ventures, Microsoft Ventures

Frederic Lardinois / TechCrunch :

TechCrunch Frederic Lardinois

Context & Ripple Effects

This round slots into a run of mid-size checks Menlo Ventures was writing into data tooling: a year earlier it co-led Heap's $27M Series B, another analytics-infrastructure bet alongside an incumbent firm. For Unravel Data itself, the $15M from GGV Capital, Menlo Ventures, and Microsoft Ventures is the bridge to what came next — a $35M Series C led by Point72 Ventures sixteen months later.

Microsoft Ventures' participation matters beyond the check size: a corporate arm of a major cloud vendor taking a stake in a company that monitors big data stacks signals where those workloads were expected to run.

First-order effects

  • Unravel Data gets the capital to push its app performance management platform deeper into enterprise big data deployments, with three investors — including a cloud-vendor strategic — now aligned on its roadmap.

Second-order effects

  • Heap's later trajectory — a $110M Series D at a $960M valuation by late 2021 — showed the same investor pattern paying off at scale, pressuring other data-lifecycle startups like Dataloop and Treeverse to raise aggressively to keep pace.

Third-order effects

  • Menlo Ventures' path from these $15M–$27M data-tooling rounds to a reported $3B fundraise dedicated to AI startups traces how the data-operations category this round seeded migrated up into AI infrastructure investing.

The trend: Enterprise data operations matured from niche big-data monitoring into a heavily funded software category whose capital and backers — Menlo Ventures chief among them — subsequently rotated into AI infrastructure.