operation: fill: Warehouse Associate x3 in Toledo, OH

discovered_pattern: Across 25 similar past playbooks (30 workers examined) · recurring certifications: OSHA-10 (47%) · archetype mostly: communicator · reliability median 0.79 (range 0.19–1.00)


kind: recurring

operation: fill: Machine Operator x2 in Toledo, OH


kind: expansion

operation: fill: Forklift Operator x5 in Toledo, OH

discovered_pattern: Across 25 similar past playbooks (28 workers examined) · recurring certifications: OSHA-10 (46%) · archetype mostly: communicator · reliability median 0.77 (range 0.19–1.00)


kind: emergency

operation: fill: Loader x4 in Toledo, OH

discovered_pattern: Across 25 similar past playbooks (27 workers examined) · recurring certifications: OSHA-10 (44%) · archetype mostly: communicator · reliability median 0.80 (range 0.19–1.00)


kind: misplacement

operation: fill: Warehouse Associate x1 in Toledo, OH