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Edge Case Research
Transportation · Pittsburgh, United States · Founded 2013
Works with autonomous vehicle and robotic systems and component developers to make their systems and software safer and more reliable MoreLess
Edge Case Research specializes in providing safety assurance solutions for autonomous systems, ensuring their safe deployment in real-world scenarios. The company serves clients across various industries including automotive, mining, defense, insurance, and aerospace. Operating in the autonomous mobility market, Edge Case Research employs a business model centered around delivering live safety cases, which are comprehensive reports that define and measure the safety of autonomous systems. These safety cases are backed by appropriate standards, metrics, and best practices, enabling clients to achieve scalable, data-driven risk management solutions. The company generates revenue through consulting services and its proprietary software platform, nLoop, which supports the creation and maintenance of these safety cases. Edge Case Research's mission is to ensure that autonomous vehicles are safe, reliable, and trustworthy, thereby facilitating their integration into society. The company operates globally, with offices in Pittsburgh and Munich, and offers remote working options for its team members.
Keywords: autonomous systems, safety assurance, risk management, automotive, mining, defense, insurance, aerospace, nLoop, data-driven.
Company overview
Edge Case Research company information
The essential company record, classifications and operating signals in one place.
- Status
- Operational
- Founded
- 2013
- Headquarters
- Pittsburgh, United States
- Employees
- 48
- Open positions
- None listed
- Dealroom signal
- 70.6
- Investment activity
- 1 companies
- Capital deployed
- —
- Preferred round
- Unknown
Valuation & funding
Edge Case Research funding history
Company financing events and reported valuations.
| Deal type | Date | Amount | Valuation | Investors | Source |
|---|---|---|---|---|---|
| SERIES A✓Equity / VC | May 2021 | $12M | $48M | Yabeo Capital | — |
| EARLY VC✓Equity / VC | May 2020 | $8M | $32M | Undisclosed | — |
| SEED✓Equity / VC | Jun 2019 | $7M | $28M | Lockheed Martin Global · Liberty Mutual Strategic Ventures · Ansys | — |
| SPINOUT✓Other financing | Jan 2013 | $0 | — | Carnegie Mellon University | — |
Financials
Workforce over time
Available workforce history. Financial fields without reported data are omitted.
| Year | Employees |
|---|---|
| 2026 | 48 |
| 2025 | 46 |
| 2024 | 44 |
| 2023 | 50 |
| 2022 | 66 |
| 2021 | 65 |
| 2020 | 51 |
Growth signals
Edge Case Research website traffic
Latest recorded traffic for Edge Case Research is 670 monthly website visits, down 68.1% over the last three months. Edge Case Research's team grew 4.3% over the past year.
Comparisons
Edge Case Research compared with similar companies
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Capital deployed
Edge Case Research investments and acquisitions
Recent portfolio relationships for companies that also act as investors or acquirers.
Talent graph
Edge Case Research's talent
Source: Dealroom Talent Intelligence.
Global footprint
Where Edge Case Research has talent and traffic
team presence
In the news
Latest news about Edge Case Research
Recent press, funding announcements, and product moves mentioning Edge Case Research — open to read from the original sources.
Market sentiment
What the market is saying about Edge Case Research
An AI-synthesized read of the highest-engagement posts about Edge Case Research on X over the past 7 days. We rank by likes & retweets, ignore corporate channels, and surface the themes that broke out from real people.
Reading the room on X — pulling top posts and synthesizing themes…
Source: X recent search ranked by engagement (likes + retweets) · Synthesis by Claude · Cached for 1 hour
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