Observe the Task Before Automating It

Do not begin with “Where can we put a robot?” Begin with the work. MIT’s Work of the Future frames automation as changing tasks and creating new work, not as a one-for-one mapping from technology to whole-job disappearance ¹.

Observe without redesigning in your head

Record several cycles across people, shifts, products, and abnormal days. Capture walking, reaching, waiting, searching, judgment, coordination, rework, cleaning, setup, documentation, and recovery. Ask the worker to explain what makes a “normal” cycle not normal.

Separate:

• value-creating transformation;
• necessary support or control;
• avoidable waste;
• hazard exposure;
• skill and tacit judgment;
• exception and recovery work.

Automating waste can harden it into capital equipment. First eliminate unnecessary movement, combine information, stabilize material presentation, and clarify quality.

Score automation fit carefully

For each task describe frequency, duration distribution, variability, physical demand, hazard, precision, required judgment, sensing difficulty, consequence of error, exception rate, change rate, and current evidence. Good early candidates are repetitive, stable, measurable, ergonomically difficult or hazardous, and supported by predictable inputs. Low-volume but high-hazard tasks may still justify automation on safety grounds.

Treat recovery as a first-class task

A nominal robot pick might take 4 seconds; one failed grasp can consume 8 minutes of skilled intervention. Measure failure frequency and recovery time. If the concept needs perfect parts and perfect presentation, its true automation boundary probably excludes the hardest work.

Choose among five interventions

1. Eliminate the task.
2. Simplify or standardize it.
3. Improve tools, fixtures, information, or ergonomics.
4. Automate part of it while a person retains judgment or recovery.
5. Automate the bounded task and create new monitoring, maintenance, and improvement work.

Current-state dossier

Map one real or invented process with 20–40 task steps. Add time distribution, defects, hazards, WIP, information sources, exceptions, and worker comments. Select three interventions and explain why only one is full automation.