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

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

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

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

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

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

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.

How to Build a Safe Humanoid Robot

How to Build a Safe Humanoid Robot

Akshay Chalana
Akshay Chalana 4/23/2026 6 min read

Learn how to build safe humanoid robots with our comprehensive guide covering the four-layer safety framework, regulatory compliance, and implementation best practices.

Deploying Humanoid Robots Safely in Manufacturing: A Compliance Guide

Deploying Humanoid Robots Safely in Manufacturing: A Compliance Guide

Akshay Chalana
Akshay Chalana 6/27/2025 7 min read

How manufacturers can safely deploy humanoid robots in their facilities with proper compliance and safety validation

Case Study: De-Risking Humanoid Robotics at 1X Technologies

Case Study: De-Risking Humanoid Robotics at 1X Technologies

Akshay Chalana
Akshay Chalana 4/18/2025 5 min read

How 1X Technologies partnered with Saphira to identify safety risks, produce investor-ready artifacts, and accelerate go-to-market for their next-gen humanoid robot.

Functional Safety for Humanoid Robots

Functional Safety for Humanoid Robots

Akshay Chalana
Akshay Chalana 12/13/2024 10 min read

Explore the current landscape and future direction of safety standards, technologies, and strategies for deploying humanoid robots in real-world environments.

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