Reading method · 02

Work

Evaluate the complete job and material flow rather than counting impressive robot motions.

Evidence statusEngineering decision framework · cell-specific validation requiredLast reviewed: 11 August 2026
02

FUURAA thesis

Useful automation closes a work loop with quality, exceptions and human effort included.

Engineering map

Turn the title into engineering objects that can be observed, measured and reviewed.

Each layer states the boundary to establish and the evidence needed for the next decision.

01

Job definition

Specify start and end states, product mix, tolerances, takt, upstream conditions and downstream acceptance.

02

Exception path

List missing parts, jams, tool wear, bad detections, quality rejects and the authority required to recover.

03

Human contribution

Measure loading, teaching, inspection, replenishment, cleaning, maintenance and supervision instead of hiding them.

Verification questions

Write the questions first, then decide whether a demo, test, pilot or operating record can answer them.

Each question needs an object, conditions, denominator, threshold and accountable decision owner.

  1. 01

    What outcome marks one completed unit of work?

  2. 02

    Which product variants and exceptions are inside the claim?

  3. 03

    How much human time is required per good unit?

  4. 04

    Does faster motion improve system throughput or create queues elsewhere?

Evidence to preserve

Enable the next reader to reconstruct conditions, results, failures and the decision.

A conclusion alone loses reviewability; raw records, configuration and exclusions matter too.

  1. 01

    Evidence package 1

    Time study covering the real product and exception mix

  2. 02

    Evidence package 2

    Good-unit yield, rework and human-touch records

  3. 03

    Evidence package 3

    Material-flow and queue measurements before and after automation

Scope boundary

State what this evidence still cannot be generalised to.

Sources and evidence status

Read standards scope, measurement evidence and application conclusions separately.

Source dates and review status remain visible; external sources open in a new tab.