operation: fill: Welder x4 in Nashville, TN

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: expansion

operation: fill: Packaging Operator x6 in Nashville, TN

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)


operation: fill: Shipping Clerk x2 in Nashville, TN


kind: emergency

operation: fill: Welder x2 in Nashville, TN


kind: misplacement

operation: fill: Packaging Operator x1 in Nashville, TN

discovered_pattern: Across 25 similar past playbooks (29 workers examined) · recurring certifications: OSHA-10 (45%) · archetype mostly: communicator · reliability median 0.77 (range 0.19–1.00)