
Edge Case is a company that partners with frontier technology innovators to deliver safe, scalable, and reliable autonomous systems. They provide expert services and the nLoop software platform to build, measure, manage, and communicate safety cases for complex software-driven systems, especially in autonomous vehicles. Their approach integrates safety into every stage of development, helping customers define what is "safe enough" and reduce residual risk. Edge Case supports industries including automotive, defense, and logistics, working with clients like Uber ATG and BMW. Their nLoop platform enables continuous safety case updates by connecting to simulation, testing, and operational data, supporting compliance with autonomy safety standards such as UL 4600. The company emphasizes a strong safety culture, rigorous engineering, and continuous risk monitoring to accelerate time to market without compromising trust.

Edge Case is a company that partners with frontier technology innovators to deliver safe, scalable, and reliable autonomous systems. They provide expert services and the nLoop software platform to build, measure, manage, and communicate safety cases for complex software-driven systems, especially in autonomous vehicles. Their approach integrates safety into every stage of development, helping customers define what is "safe enough" and reduce residual risk. Edge Case supports industries including automotive, defense, and logistics, working with clients like Uber ATG and BMW. Their nLoop platform enables continuous safety case updates by connecting to simulation, testing, and operational data, supporting compliance with autonomy safety standards such as UL 4600. The company emphasizes a strong safety culture, rigorous engineering, and continuous risk monitoring to accelerate time to market without compromising trust.
Focus: Safety and risk management for autonomous systems and AI-driven technologies
Product: nLoop safety intelligence platform plus consulting (DevSafeOps)
Founded: 2013
HQ: Pittsburgh, Pennsylvania
Recent funding: Series A (Sep 15, 2021) — part of $19M total funding
Safety assurance and risk management for autonomous vehicles, robotics, and other AI-driven safety-critical systems.
2013
Autonomous systems / Safety engineering
12000000.00
Dealroom lists $12.0m for Series A
“Includes institutional and angel investors such as Yabeo Capital, Reinforced Ventures, and BlueTree Allied Angels”
About Edge Case:
At Edge Case, our mission is to enable the safe deployment of frontier technologies and sophisticated systems. We enable our customers to assure the safety of autonomous systems for real-world deployment. We are developing products that define and measure the safety of autonomous systems. Our client base spans diverse markets such as automotive, mining, defense, insurance, and aerospace. Edge Case is founded by the recognized world leaders in autonomous system safety and autonomous vehicle safety. Our experts are writing the standards and developing the products that will bring innovation safely into society.
What You'll Do:
As an AI Engineer, you will contribute to the development of our Safety engineering SaaS product, focusing on building AI-powered ecosystems that simplify workflows. You will work with LLM integrations and assist in processing large volumes of customer data, and helping synthesize safety-related insights and artifacts from the data..
Key Responsibilities:
Preferred Qualifications:
Required Qualifications:
Why Edge Case Research?
Edge Case Research is an Equal Opportunity Employer. We do not discriminate on the basis of race, religion, color, sex, gender identity, sexual orientation, age, non-disqualifying physical or mental disability, national origin, veteran status, or any other basis covered by appropriate law. ECR values all employees' talents and supports an environment that is inclusive and respectful.
nBgerJAdtc