DXresearch | Physical AI economics

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Detailed scenario cockpit with sensitivity heatmap, printable report, and deeper-analysis enquiry.

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Workflow: 1. Start with defaults 2. Adjust high-impact fields 3. Read the easy decision 4. Print report or enquire

Scenario

Inputs

* = high impact

Defaults are pre-entered for a machine-operation use case. Use the inline field explanations for additional guidance. Adjust the starred fields first; they usually move the result most.

Decision

Human vs humanoid/robot

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-
Payback-
Cost / productive hour-
Utilization-
FTE impact-
Attractiveness-
Annual savings-

What to improve for a better robot case?

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    Break-even sensitivity heatmap

    Labour cost x shifts

    The heatmap shows where the selected scenario moves from human-preferred to robot-preferred. It varies labour cost and shift intensity while keeping the other assumptions fixed. The nearest cell to the current labour-cost and shift setting is outlined.

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    Scenario evidence pack

    The premium view supports a customer or internal decision discussion, but still requires validation with real shopfloor cycle time, layout, safety, uptime, and vendor data.