# Edge Case Research funding: rounds and investors > Edge Case Research has raised $19M across 2 rounds since 2019. Investors include Lockheed Martin, ANSYS and Chris Urmson. Every round with its source. Source: https://millionrounds.com/company/edge-case-research (Millionrounds; every figure on the page links to its filing or article) United States · [Series A startup](https://millionrounds.com/companies) # Who invested in *Edge Case Research* 2 rounds we have observed, with the 7 investors named in them. Every figure came from a named source, and where the company reported a raise to the SEC itself, that is shown beside it. AI Logistics Funding summary Updated 26 Oct 2026 **$19M** raised across 2 rounds since 2019, from 2 sources **$7.0M** Round **$12M** Series A - **Latest round:** Series A, $12M Sept 2021 - **Step-up i:** 1.7× - **Investors:** 7 (2 led) See who backed them ## The funding story Each circle is a round, placed by date and sized by amount. The line above is the running total. 2020 2021 **$7.0M** Round **$12M** Series A - **First round:** Round, $7.0M - **Biggest round:** $12M - **Between rounds:** 2.3 years ## The rounds - **Sept 2021** Series A **$12M** *1 new* *1 returning* [Lockheed Martin](https://millionrounds.com/fund/lockheed-martin-ventures) [Monozukuri Ventures](https://millionrounds.com/fund/monozukuri-ventures) Source recorded - **Jun 2019** Round **$7.0M** *6 new* ANSYS Lead Chris Urmson Lead [Lockheed Martin](https://millionrounds.com/fund/lockheed-martin-ventures) [BlueTree Allied Angels](https://millionrounds.com/fund/bluetree-allied-angels) [Liberty Mutual Strategic Ventures](https://millionrounds.com/fund/liberty-mutual-strategic-ventures) [Trucks Venture Capital](https://millionrounds.com/fund/trucks-venture-capital) Reported by Globenewswire ## Founders and team From the SEC filings it signed: 2 on the team. - **Michael Wagner** Executive Officer, Director, Promoter i - **Philip Koopman** Executive Officer, Director, Promoter i On the board, as filed i *Christopher Urmson* *Matthew Zack* ## Who was in which round The busiest backers across the latest rounds. A filled square is a round they joined; a dark one, a round they led. **Round** 2019 **Series A** 2021 [Lockheed Martin](https://millionrounds.com/fund/lockheed-martin-ventures) ANSYS L Chris Urmson L [Monozukuri Ventures](https://millionrounds.com/fund/monozukuri-ventures) [BlueTree Allied Angels](https://millionrounds.com/fund/bluetree-allied-angels) [Liberty Mutual Strategic Ventures](https://millionrounds.com/fund/liberty-mutual-strategic-ventures) [Trucks Venture Capital](https://millionrounds.com/fund/trucks-venture-capital) ## Everyone who backed them [Lockheed Martin](https://millionrounds.com/fund/lockheed-martin-ventures) Corporate VC **2** rounds ANSYS no record of our own yet **1** round, led 1 Chris Urmson no record of our own yet **1** round, led 1 [Monozukuri Ventures](https://millionrounds.com/fund/monozukuri-ventures) VC firm **1** round [BlueTree Allied Angels](https://millionrounds.com/fund/bluetree-allied-angels) Angel network **1** round [Liberty Mutual Strategic Ventures](https://millionrounds.com/fund/liberty-mutual-strategic-ventures) Corporate VC **1** round [Trucks Venture Capital](https://millionrounds.com/fund/trucks-venture-capital) VC firm **1** round Missing a round, or an investor who was in one? [Tell us](https://millionrounds.com/corrections?slug=edge-case-research). ## Also claim to have backed them This firm lists Edge Case Research as a portfolio company on their own website, but no report of a round names it. They are the firms' own claims, kept apart from the rounds above. [412 Venture Fund](https://millionrounds.com/fund/412-venture-fund-lp) VC firm Per its own site ## Quick answers about Edge Case Research ### Who invested in Edge Case Research? Edge Case Research's investors include Lockheed Martin, ANSYS, Chris Urmson, Monozukuri Ventures and BlueTree Allied Angels, and 2 more on record. ### How much has Edge Case Research raised? Edge Case Research has raised $19M across 2 rounds since 2019. ### When did Edge Case Research last raise? Edge Case Research's most recent round was a Series A of $12M in Sept 2021. ### What was Edge Case Research's biggest round? Its most recent round, $12M in Sept 2021, is also its largest on record. ### Who backed Edge Case Research first? Edge Case Research's first round on record, in Jun 2019, was backed by ANSYS, Chris Urmson and Lockheed Martin and 3 others. ### What stage is Edge Case Research at? Edge Case Research's latest named round is a Series A, in Sept 2021. ### Where is Edge Case Research based? Edge Case Research is based in the United States. ### Who led Edge Case Research's rounds? ANSYS led the Undisclosed round in 2019. ## Companies like Edge Case Research In the same sector, and raised in the last eighteen months. 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