definity Secures $12M in Series A to Build Autonomous Data Pipeline Intelligence Platform

Chicago just got a little louder, and not because of the wind. definity stepped into the room with $12M in Series A funding and the kind of presence that makes data engineers stop pretending their pipelines are “fine.” Led by GreatPoint Ventures, with Dynatrace, StageOne Ventures, and Hyde Park Venture Partners riding along, this round pushes total funding to $16.5M. Oversubscribed, because of course it was. When the problem is this real, the capital tends to follow the scent.

Co-Founders Roy Daniel, CEO, Ohad Raviv, CTO, and Tom Bar-Yacov, VP R&D did not cook this up in a brainstorm over cold brew and industry clichés. This came from the trenches. PayPal scale. FIS pressure. The kind of environments where one broken pipeline is not a bug, it is a boardroom conversation. So they built definity in 2023 with a simple idea that somehow everyone else missed. If your data stack only tells you what went wrong after it is already wrong, you are not observing. You are apologizing.

definity lives inside the action. Not hovering above it like some passive dashboard with commitment issues. An in motion architecture that runs directly in production pipelines, no code changes, no theater. It watches infrastructure behavior, pipeline execution, and data characteristics all at once, like a pit boss who actually knows every game on the floor. Then the agents step in. Analyze, optimize, act. Not suggestions. Decisions. That shift from reactive to autonomous is where the money is, and more importantly, where the time comes back.

The numbers whisper, but they carry weight. Revenue tripled in 6 months. Fortune 500 customers are already in the mix. Teams cutting platform costs by over 30% while resolving Spark issues 10x faster. That is not optimization. That is a different operating reality. When your data platform stops leaking money and time at the same time, people notice. Quietly at first, then all at once.

There is a lesson here, and it is not subtle. The winners in this cycle are not building louder tools. They are building smarter systems that sit closer to the source of truth. definity understood that the real constraint was not visibility, it was agency. Everyone had dashboards. Nobody had something that could actually do anything about what it saw.

So now the capital fuels the obvious next move. Deeper agentic capabilities, tighter integrations, a go to market push that meets enterprises where the pain already lives. Because if your lakehouse is running on Spark and held together by hope and late night Slack messages, definity is not selling you a feature. They are selling you sleep.