Task allocation
State what moves to machines and what remains with people.
Reading method · 04
Map pickers, replenishment, maintenance, supervisors and exception teams before claiming labour or safety benefits.
FUURAA thesis
Engineering map
Each layer states the boundary to establish and the evidence needed for the next decision.
State what moves to machines and what remains with people.
Measure walking, reaching, repetition, pace and cognitive load.
Define stop, override, escalation and restart rights.
Verification questions
Each question needs an object, conditions, denominator, threshold and accountable decision owner.
Which exposures are removed or introduced?
Does pace become less controllable?
Can workers report unsafe behaviour?
Who may stop the fleet?
Evidence to preserve
A conclusion alone loses reviewability; raw records, configuration and exclusions matter too.
Before-and-after work design
Worker safety and ergonomics measures
Authority, training and feedback record
Scope boundary
Robot productivity alone cannot establish improved worker safety, health or job quality.
This is an engineering reading and decision framework; it does not replace application-specific risk assessment, conformity work, procurement acceptance or professional advice.
Sources and evidence status
Source dates and review status remain visible; external sources open in a new tab.
Studies injury trends, risk profiles and worker safety around traditional, collaborative, mobile and AI-enabled robots.
Identifies struck-by, caught-between and other hazards when automation and robots are integrated into warehouse work.