You ever see someone turn a raw, dusty problem into something so clean it hums like vinyl on a Technics 1210? That’s what’s going down in Cambridge, Massachusetts, where Manta AI just pulled in $2 million from Equal Opportunity Ventures to bring clarity to chaos, turning messy, marginalized data into power moves for the people who actually need it. And no, this isn’t your dad’s data lineage company. This is a whole different animal swimming in a much deeper ocean.
Founded by Roland Fryer, MacArthur Genius, Clark Medalist, and once slinging fries at a McDonald’s drive-thru, and technologist Matt VanNuys, Manta AI was built on a deceptively simple question: Why should data science be reserved for the few when the stakes are highest for the many? While the world drowns in spreadsheets and dashboards, most mission-driven teams are still out here using hope and prayer. That ends now.
Manta’s AI platform gives real answers in real time, no PhD, no data team, no million-dollar budgets required. Their platform lets users ask tough questions and get defendable, elegant answers in minutes. Not days. Not weeks. Minutes. Education nonprofits. Local governments. Equity orgs. The boots-on-the-ground teams making real change finally have access to the kind of statistical firepower usually locked up in ivory towers and West Coast VC dungeons.
And Equal Opportunity Ventures isn’t just writing checks, they’re writing history. Led by Michelle Rhee, former DC Schools Chancellor turned investing assassin, this seed round is more than capital, it’s a signal. A signal that democratizing data isn’t just a tagline, it’s a necessity. And when Michelle Rhee says, “This isn’t about dashboards. It’s about real-world decisions,” that’s not marketing fluff, that’s war-room energy. She’s also Manta’s Lead Advisor, tightening the bolts from the inside out.
Under the hood, Manta AI is run by a battalion of specialized AI agents, data cleaners, model testers, interpretability whisperers, all coordinated to deliver insights that don’t just look pretty, they hold up under fire. Their tech even knows when it’s in over its head and calls for backup, automatically flagging weak statistical results and drilling deeper for truth. Transparent, accountable, and surgically sharp.
Let’s be real: most AI platforms today are just insecure dashboards in disguise, flexing confidence instead of credibility. Manta doesn’t bluff. It audits. It verifies. It explains. It’s not here to “wow” you with pretty visuals, it’s here to give you answers you can take into a board meeting, a courtroom, or a community forum without sweating.
With Pawel Balon leading the AI charge and talent from UBS’ former Head of Global AI Research in the lab, this is not a science project. It’s a weapon for change, built by the best, deployed where it matters most.
$2 million may sound like a small ripple in the AI ocean, but trust: Manta just shifted the current.


