Retail
Scheduling, absenteeism, till shortages, stock loss, misconduct, and manager consistency.
Industries
Guidance shaped around the way different workplaces actually operate.
The assistant asks for industry context first because fair process still needs to fit the real workplace.
Hospitality
Shift discipline, intoxication, customer incidents, variable hours, and urgent operational cover.
Manufacturing
Safety rules, shop-floor discipline, incapacity, productivity, and unionised environments.
Logistics
Timekeeping, vehicle incidents, route conduct, overtime, and operational reliability.
Security
Site rules, firearm or equipment control, client complaints, and rapid disciplinary response.
Construction
Project timelines, site safety, subcontracting interfaces, and weather or stoppage disruption.
Agriculture
Seasonal labour, housing-linked issues, absenteeism, transport, and practical rural constraints.
Office and professional services
Performance management, hybrid work rules, contracts, confidentiality, and grievances.