Blog

Designing a Construction Robot Around Certification

Akshay Chalana • 7/19/2026 • 8 min read

Case Studies

How Raise Robotics turned machinery safety standards into an engineering roadmap — and made safety a product asset instead of a retrofit.

Virtual Testing, SiL, and Task FMEA for Humanoid Deployment Risk

Akshay Chalana • 7/19/2026 • 7 min read

Use Cases

How humanoid and mobile-manipulator teams use living Task FMEAs, virtual testing, and software-in-the-loop evidence to validate behavior and scale deployments — before (or without) a near-term NRTL gate.

1X Today, 100 Million Humanoids Tomorrow: Why Autonomous Machines Need a Risk Engineering Layer

Akshay Chalana • 7/8/2026 • 6 min read

Perspectives

Safety tooling was built for frozen designs. Autonomous machines never stop changing. Here's why the next generation of robots, vehicles, and aircraft needs a living risk engineering layer—and how it's already working in production.

Living Safety Evidence: Connecting Simulation to Continuous Compliance

Saphira AI • 6/9/2026 • 4 min read

Technology

Transform robotics safety validation with living evidence that automatically updates from simulation campaigns, maintaining continuous compliance for human-adjacent systems.

Embodied AI Will Need an Observability Stack

Akshay Chalana • 5/21/2026 • 1 min read

Technology

Nobody Owns the Assurance Graph

Akshay Chalana • 5/21/2026 • 1 min read

Technology