Keith Dunleavy
Physician who founded Inovalon, the healthcare data and analytics company, and ran it for 26 years through a 2015 IPO and a $7.3 billion take-private · not established → Dartmouth → Harvard Medical School → Johns Hopkins residency, Baltimore → Maryland → Portsmouth, New Hampshire
Two calls made by hand, not formulas. how we score →
Summary
Dunleavy trained as a physician (Dartmouth, Harvard MD, Hopkins residency) and in 1998 organized the predecessor of Inovalon in Maryland.
He held the CEO job for 26 years, took the company public in 2015 with a 10-vote share class, and in 2021 agreed to a $7.3 billion sale to Nordic Capital's group while rolling $700 million of his stake. Forbes puts him at $4.6 billion.
People in this set who share a company with Keith Dunleavy.
Where they worked
How it happened
Inovalon's 2015 prospectus says he earned a bachelor's degree in biology modified with engineering, with high honors, at Dartmouth, where his honors thesis was on computer simulation of artificial cerebellar units. It says he took his medical degree at Harvard Medical School, did his residency at Johns Hopkins Hospital in Baltimore, and practiced as a board-certified internist. Forbes gives the same degrees. His parents, where he grew up, and who paid for school are not established in anything opened here.
The prospectus says he has been chief executive since he organized the company's predecessor companies in 1998, and was president until May 2014. Wikipedia says the company started in Maryland as MedAssurant and took the Inovalon name in 2012. How the first money came in, and what he lived on during the early years, is not established. What separates this from a typical physician's career is that he was running a data business and not a practice for the next quarter century, though the sources opened here do not say what led him to start it.
By the 2015 offering the company had retained earnings of about $168 million. The prospectus says existing stockholders had put in about $92.8 million in total, which it says would be roughly 13 percent of all funding after the offering, with new investors supplying the other 87 percent. Who those earlier stockholders were is mostly not stated there, and I did not find a venture or angel round described. The same document says he chose not to take any bonus, incentive equity or raise while on the compensation committee in 2013.
Inovalon priced its Nasdaq offering at $27.00 a share in 2015, with expected net proceeds to the company of about $558.9 million. Class B shares carried ten votes to Class A's one, and the prospectus says Class B would hold about 98 percent of the voting power after the offering. It lists him as beneficially owning 44.8 percent of the shares before the offering. A footnote says some of those shares sit in entities owned by an irrevocable trust for his descendants, in which he says he has no pecuniary interest, so the number overstates what he personally held.
The merger proxy describes an all-cash deal at $41.00 a share, with an enterprise value of about $7.3 billion, by a consortium led by Nordic Capital. It says the buyers would not go ahead without a rollover, and that he agreed to roll $700 million of his holdings into the new owner. Entities tied to him held about 64 percent of the voting power at the time. The same document lists zero for him in golden-parachute pay. The proxy does not say how much cash he took out.
Forbes says he was CEO for 26 years and retired in 2025, still holds a stake of roughly 15 percent and sits on the board. It also says he founded Apandion, an investment firm funded entirely with his own money that backs founder-led technology companies and lists SpaceX and Shield AI among its holdings. The Dunleavy Foundation, which Forbes says he started with his wife in 2020, supports education, social entrepreneurship and veterans.
Forbes showed $4.6 billion on 21 October 2026, a real-time rank of 928, a self-made score of 9, age 57, and a home in Portsmouth, New Hampshire. It lists him as married with four children. The figure is an estimate, and how much of it is rolled-over equity versus cash is not established.
Two shareholder suits touched the company. The first, Xiang v. Inovalon Holdings, was a securities class action filed in 2016 in the Southern District of New York against the company, certain officers and directors, and the IPO underwriters. Inovalon's 8-K says it settled in 2019 for $17 million, with the company paying $1.7 million and insurers the rest, with no admission of liability. The second, City of Sarasota Firefighters' Pension Fund v. Dunleavy, was filed in Delaware in 2022 over the 2021 sale. The plaintiffs alleged, among other things, that the price was unfairly low, that the proxy had misstatements and omissions, and that he got a rollover benefit public holders did not. A settlement page reports that the Court of Chancery dismissed it in July 2023, the Delaware Supreme Court reversed in May 2024 on the ground that the proxy did not adequately disclose the advisors' conflicts, and the parties then agreed to a $44 million settlement, paid by the company and its insurers, with the defendants denying wrongdoing. Final approval was still pending as of this review. That summary comes from a secondary page. No court has found that he breached a duty. This is what I found in a few sources and it is not a clearance.
The coded evidence
Thirteen groups, every claim sourcednot established
Not established. He was a board-certified internist before starting the company, but what he lived on during the early years is not stated.
↗ sec.govnot established
Not established. The household, migration, credentialFunding and originCapital values in the coded block are placeholders because the enums have no unknown option.
↗ forbes.comnot established
Not coded. The prospectus gives the degrees and residency but not graduation dates.
↗ sec.govDoctor of Medicine, Harvard Medical School; bachelor's degree in biology modified with engineering, Dartmouth College; residency at Johns Hopkins Hospital.
Forbes lists the same two degrees. Debt and who paid are not established.
↗ sec.govPracticed and was board certified in internal medicine, per the 2015 prospectus.
↗ sec.govnot established
Not established. The prospectus does not describe how the 1998 company was first financed.
↗ sec.govDual-class stock at the 2015 IPO: Class B at ten votes a share, about 98 percent of voting power after the offering. Existing stockholders had put in about $92.8 million in total, per the prospectus.
Who the earlier stockholders were is not stated in the parts read.
↗ sec.gov$700 million rolled into the new owner in the 2021 sale; later Apandion, an investment firm funded by his own money, per Forbes.
The rollover figure is from the merger proxy; the Apandion description is from Forbes.
↗ sec.govThe 2015 prospectus lists 44.8 percent beneficial ownership, but part of it is held through entities owned by a trust for his descendants, in which he says he has no pecuniary interest. The 2021 merger proxy says entities tied to him held about 64 percent of voting power.
↗ sec.govnot established
Forbes gives age 57 in 2026, which implies a birth year around 1969 and an age near 29 in 1998, but the birth year is not sourced, so it is not coded.
↗ forbes.comHealthcare data and analytics software
↗ forbes.com4600000000
Forbes real-time figure on 21 October 2026, rank 928, self-made score 9. A point-in-time estimate.
↗ forbes.comJournalistic estimate
↗ forbes.com2026
↗ forbes.comThe 2021 sale was all cash at $41.00 a share, but he rolled $700 million into the buyer, and Forbes says he still holds about 15 percent. The split between cash taken out and equity retained is not established.
↗ sec.govWealth comes from equity. The 2021 merger proxy shows no golden-parachute pay for him, and the 2015 prospectus says he took no bonus or incentive equity while on the compensation committee.
Annual salary was not looked up.
↗ sec.govForbes says the Dunleavy Foundation, started in 2020 with his wife, supports education, social entrepreneurship and veterans. Forbes gives him a philanthropy score of 1.
↗ forbes.comUncapped
↗ forbes.comXiang v. Inovalon Holdings (S.D.N.Y., filed 2016) was a securities class action against the company, certain officers and directors, and the IPO underwriters; Inovalon's 8-K says it settled in 2019 for $17 million with no admission of liability. City of Sarasota Firefighters' Pension Fund v. Dunleavy (Delaware Chancery, filed 2022) alleged an unfair price and a misleading proxy in the 2021 sale. A secondary page reports it was dismissed in 2023, revived by the Delaware Supreme Court in 2024 on a disclosure ground, and settled for $44 million paid by the company and insurers, with denials of wrongdoing and final approval pending. These are allegations and settlements, not findings against him. Few sources checked, so this is not a clearance.
The 2016 suit details come from the Inovalon 8-K at https://www.sec.gov/Archives/edgar/data/1619954/000161995419000028/inov8-k22019.htm. The Delaware history is from a secondary page and was not checked against the court docket.
↗ openclassactions.comStructural context
The cost-of-failure score comes from this person's own money and circumstances. But who they were in America carried its own weight, the same way their household or income did, and it shaped how hard the path was just as much. That part isn't in the cost-of-failure number. It's here instead.
Men founded the companies that took nearly all the venture funding and almost every top outcome, a tailwind that never shows up in one person's own circumstances.
↗ techcrunch.comAmong the people recorded here — men: 225. Representation here is who reached these outcomes, not equal odds of reaching them.
Controlled comparisons
Each holds one thing constant and varies another, so the difference is the point. A list of similar names wouldn't tell you anything.
Related companies
Companies connected to Keith Dunleavy through the profiled people they worked with. Each card says who the link runs through.