Blog

Industrial Readiness: From Design Questions to an Evidence Checklist

Akshay Chalana
Akshay Chalana • 10/12/2026 • 5 min read

An anonymized industrial workflow example, with an illustrative work-cell checklist showing what to change, document, and test before acceptance review.

Learned Perception: From Hazard Analysis to Reviewable Safety Evidence

Akshay Chalana
Akshay Chalana • 10/12/2026 • 6 min read

A worked example of hands-on safety-documentation development for learned perception: system boundaries, failure analysis, requirements, validation planning, and handoff status.

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.

Your FMEA Is Already Out of Date

Akshay Chalana
Akshay Chalana • 4/11/2026 • 5 min read

And that's not an insult — it's structural. Here's what to do about it.

From Architecture to Action: A Faster, More Usable Automotive TARA Workflow

Arnab Bagchi
Arnab Bagchi • 2/4/2026 • 5 min read

De-Risking Certification Before the BOM Exists

Akshay Chalana
Akshay Chalana • 1/16/2026 • 3 min read