Industry playbooks
Built for operational reality
Optimisation that adapts to how each industry actually runs. Not one generic rostering template for everyone.
Klaarity takes the same core workflow of forecasting, headcount planning, shift generation, and assignment, then tunes it to the demand signals and workforce rules of your sector, with the option to schedule recurring runs and push the outputs straight into your existing WFM.
Sector focus
Where Klaarity creates the biggest planning lift.
Each industry below has different demand drivers, compliance rules, and labour trade-offs. Klaarity gives you a sharper way to plan against those realities.
Retail
Match labour to trading patterns instead of averaging them out.
Retail demand changes with promotions, school holidays, public holidays, local events, weather, and daypart traffic. Klaarity helps stores and multi-site retail groups model that variation more accurately.
- Forecast trading demand with richer external signals.
- Align coverage by role, department, and site.
- Reduce overstaffing in quiet periods while protecting peak trading windows.
Hospitality
Plan around service windows, bookings, and peak unpredictability.
Hospitality teams are balancing reservations, walk-ins, event nights, prep time, close-down time, and service quality all at once. Klaarity helps create staffing plans that handle these peaks more cleanly.
- Optimise for lunch, dinner, event, and weekend demand curves.
- Generate shifts that better fit opening, closing, and prep requirements.
- Assign staff while respecting role fit, availability, and fatigue constraints.
Aged Care
Improve care coverage and continuity while reducing roster strain.
Aged care scheduling is about more than filling shifts. It requires stronger skill mix control, continuity, minimum rest, and lower reliance on agency or last-minute fixes.
- Support continuity of care through better assignment logic.
- Respect skills, certifications, locations, and rest requirements.
- Reduce undercoverage risk and improve compliance confidence.
Child Care
Respond to attendance patterns while protecting educator coverage.
Child care planning needs demand-led staffing without losing sight of room-level needs, qualified educator availability, and open-close coverage patterns.
- Plan staffing around attendance patterns and operational peaks.
- Align shifts to qualification needs, room coverage, and day structure.
- Improve roster quality while staying closer to staffing ratios and budget limits.
Tailored inputs
The model can be tuned to the signals and constraints that matter to you.
Klaarity is strongest when it reflects your actual operation, not a generic planning spreadsheet. That includes both your demand drivers and your workforce constraints.
Demand inputs
- Historical transactions, occupancy, bookings, attendance, or service volumes.
- Public holidays, school holidays, weather, rainfall, temperature, and seasonality.
- Promotions, campaigns, special events, and local trading conditions.
Workforce constraints
- Opening hours, break rules, shift durations, role coverage, and location fit.
- Skills, certifications, availability windows, rest rules, and continuity goals.
- Budget pressure, contract hour targets, casual usage, and agency reduction.
Scheduled automation and seamless WFM delivery
Klaarity can schedule forecast generation and roster generation on recurring cron-style runs, then push those results directly into the customer's currently used workforce management platform. Your operation gets the optimisation lift without forcing planners and site teams into a disconnected workflow.
Talk to us
Focus sectors
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Want to see how Klaarity could work in your sector?
Send us a quick note about your operation and we can show you where demand forecasting, roster optimisation, and shift assignment could create lift.
Retail, hospitality, aged care, child care, and multi-site workforce operations.