Presentation
Record clutter, packaging, deformability and occlusion.
Real-work map · 11
Picking and sortation workflow
Evaluate perception, grasping, placement, verification, rejection and recirculation across the real item mix.
Evidence statusDeployment decision framework · site and workflow validation requiredLast reviewed: 14 August 2026
11
FUURAA thesis
A successful grasp is one transition inside an inventory- and quality-controlled workflow.
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.
Manipulation
Measure detection, grasp, damage and placement.
Verification
Confirm identity, count, destination and reject path.
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.
- 01
What item population was tested?
- 02
How are no-picks and double-picks counted?
- 03
What damage threshold applies?
- 04
Can rejected items re-enter safely?
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.
- 01
Evidence package 1
Versioned item and packaging set
- 02
Evidence package 2
Attempt-level pick and damage data
- 03
Evidence package 3
Reject, recirculation and inventory record
Scope boundary
State what this evidence still cannot be generalised to.
- 01
Best-case pick rate on curated items cannot be generalised to an unreported warehouse assortment.
- 02
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
Read standards scope, measurement evidence and application conclusions separately.
Source dates and review status remain visible; external sources open in a new tab.
01
NIST · Updated 2024-08-16 · verified 2026-08-14
↗02Standard test methods for response robots
Develops repeatable measures for mobility, manipulation, sensing, endurance, communications, operator proficiency, logistics and safety.
OSHA · Current guidance · verified 2026-08-14
↗Warehousing — Hazards and solutions
Identifies struck-by, caught-between and other hazards when automation and robots are integrated into warehouse work.