top of page
All Posts


Edge Case Recognized as a 2025 Top Autonomous Vehicle Safety System by AutoTech Outlook
Edge Case was selected by AutoTech Outlook’s readers for a peer nominated award recognizing our leadership in autonomous vehicle safety and the impact of our work across frontier technologies.
Danny Hito
Nov 14, 20253 min read


Former U.S. Army Test and Evaluation Command Leader Appointed Strategic Advisor at Edge Case
Edge Case, the trusted technical partner for teams building and operating frontier technology and safety-critical systems, is proud to...
Danny Hito
Aug 14, 20251 min read


Safety Is Your Strategy. Everything Else Follows.
In frontier tech, there’s a persistent perception that safety is a box to check, a phase to finish, or a delay to minimize. That mindset...
Edge Case
Jul 7, 20253 min read


What Safety Really Means: Reframing the Conversation Around Mission Assurance and Operational Impact
Ask any technologist, commander, or board member what they care about, and chances are their answer won’t be “safety.” And yet, safety is...
Danny Hito
Jul 1, 20253 min read


Why DevSafeOps Matters In Operations
The push to build “safe enough” AI-powered and sophisticated systems doesn’t end once a product hits the field. In fact, the real test of...
Danny Hito
Jun 22, 20253 min read


Edge Case Appoints Lt. Gen. Ret. Ross Coffman to Board of Directors
PITTSBURGH, PA – June 17th, 2025 Edge Case, the trusted technical partner for teams building and operating frontier technology and...
Danny Hito
Jun 16, 20252 min read


The Edge of Certainty: Navigating Space's Growing Complexity with Proactive Safety Measures
Once the exclusive domain of national agencies, the space frontier now thrives with a vibrant commercial ecosystem. Thousands of...
Danny Hito
May 26, 20253 min read


Pioneering Safety Standards For Frontier Technologies
With artificial intelligence, autonomy, and other newly developed frontier technologies exploding onto the market, defining what "safe...
Danny Hito
May 20, 20254 min read


Defining “Safe Enough” for Frontier Technologies
What does it mean for technology to be “safe enough”? At Edge Case, this isn’t a theoretical question—it’s our mission. As frontier...
Danny Hito
May 19, 20253 min read


Guardian: A Success Story of Safety-Driven Innovation
Guardian, a groundbreaking initiative by the U.S. Navy, has revolutionized the way unmanned aerial vehicles (UAVs) operate, effectively...
Danny Hito
May 11, 20252 min read


Navigating the Future: Safety in the Age of Frontier Technologies
The world stands on the brink of a technological revolution, where frontier technologies are reshaping industries, economies, and...
Danny Hito
May 4, 20252 min read


DevSafeOps: Building Trust and Velocity in Sophisticated Systems
"DevSafeOps isn't about treating safety as an afterthought — it's about making it foundational to the way we build. For today’s complex...
Danny Hito
Apr 9, 20256 min read


Continuous Safety Intelligence: New AV Standards
Why Continuous Safety Intelligence Is the Next AV Standard The automotive industry is moving beyond static safety validation, and toward...
Edge Case
Mar 24, 20254 min read


How to Meet ISO 26262 Standards with DevSafeOps
The automotive industry is facing an unprecedented challenge: building safer, more complex systems while accelerating development cycles....
Edge Case
Mar 17, 20255 min read


The Competitive Advantage of Early UL 4600
The Business Case for Investing in UL 4600 Compliance Early What if the path to market leadership wasn't about moving faster, but about...
Edge Case
Mar 10, 20254 min read


What ISO 26262 Expects from Your AV Safety Case
How do you prove your autonomous vehicle is safe enough for public roads? ISO 26262 sets the global standard for automotive functional...
Edge Case
Mar 3, 20253 min read


Danny Hito
Feb 4, 20250 min read


Danny Hito
Feb 4, 20250 min read


Continuous Development and Safety Assurance Pipeline for ML-based Systems in the Railway Domain
This paper details the implementation of a Machine Learning Operations (MLOps) process for Automated Driving Systems (ADS) in the railway...
Danny Hito
Jan 2, 20251 min read


The Open Autonomy Safety Case Framework
This paper introduces the Open Autonomy Safety Case Framework (OASCF), a roadmap for the safe and responsible deployment of autonomous...
Danny Hito
Jan 1, 20251 min read
bottom of page