Industry Insights

Operational analysis for the machine economy.

Field notes, market signals, and engineering perspective from YAS as autonomous systems, robotics, humanoids, and delivery platforms move from pilots into daily operations.

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Start with the live operating layer

Galbot humanoid store manager robot serving customers in a retail space

AnalysisSeptember 3, 2026

By YAS Team

The Machine Economy is Here. Our Risk Models Aren't.

The machine economy is shipping now — but our risk models were built for human error and static machinery, not Physical AI.

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Article archive

Four perspectives on live machine operations.

Filter by topic. Each article is written as a public briefing for partners, investors, press, and operators evaluating the next layer of machine-risk infrastructure.

Damaged humanoid patrol robot at the foot of an airport staircase with a detached arm nearby

HumanoidsAugust 6, 2026

By YAS Team

The Accountability Gap: When Autonomous Machines Fail in Public Spaces

Risk intelligence for the machine economy.

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Autonomous delivery drones carrying packages over a connected city skyline at dusk

AnalysisJune 11, 2026

By YAS Team

Insurance follows the machine — and right now it can't keep up

When people list what unlocks autonomous machines, insurance rarely appears — and that read is correct. Insurance follows the technology. The open question is whether it can price the risk fast enough to keep capital flowing, and the bottleneck is data.

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Fleet operations manager standing beside autonomous vehicles at a dawn depot

AnalysisJune 4, 2026

By YAS Team

Machine risk is becoming an operating layer

As machines move from pilots into daily work, risk teams need a live operating layer that reads context, not a static file after the fact.

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