operation: fill: Warehouse Associate x3 in Toledo, OH

discovered_pattern: Across 25 similar past playbooks (12 workers examined) · recurring certifications: OSHA-10 (67%) · recurring skills: mill (42%), overhead crane (42%) · archetype mostly: communicator · reliability median 0.96 (range 0.59–1.00)


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 (13 workers examined) · recurring certifications: OSHA-10 (69%) · archetype mostly: communicator · reliability median 0.89 (range 0.59–1.00)


kind: emergency

operation: fill: Loader x4 in Toledo, OH

discovered_pattern: Across 25 similar past playbooks (14 workers examined) · recurring certifications: OSHA-10 (64%) · archetype mostly: communicator · reliability median 0.89 (range 0.59–1.00)


kind: misplacement

operation: fill: Warehouse Associate x1 in Toledo, OH