See tomorrow’s absences today, and staff up before the line stops.
Kamgaro learns your plant’s attendance patterns around festivals, harvest season, weather, paydays and local events. It predicts absence by shift and line, and suggests how many extra workers to request and from which contractor.
Request 30 extra workers from Contractor B by Friday. Fill rate 94% on last 6 requests.
Send requestWhat AI Staffing Forecast does on the shop floor.
Absence forecast by shift
Expected attendance for each shift and line for the next 14 days, with confidence ranges.
01Festival and season aware
Diwali, Chhath, Eid, Pongal, harvest and wedding seasons are part of the model for your region.
02Weather signals
Heavy rain and heat waves are factored in for plants where they affect travel to work.
03Contractor suggestions
Suggests which contractor to ask for extra workers based on their past fill rate and skills.
04Overtime vs. extra hands
Compares the cost of overtime against bringing in extra workers for the predicted gap.
05Planning only
Forecasts are made at shift and line level. They are never used to score or penalise individual workers.
06Four steps from setup to everyday use.
- 01
Learn from history
Kamgaro reads past attendance from your gate data, from day one of use or from imported history.
- 02
Add local calendar
Your plant’s holidays, paydays and regional festivals sharpen the forecast.
- 03
Review suggestions
Each morning, planners see the forecast and suggested staffing actions.
- 04
Request and confirm
Send requests to contractors and track confirmations against the forecast gap.
Connected to the rest of the time office.
AI Staffing Forecast questions
Still unsure about your setup? Our onboarding team has set up plants with gate machines, contractor gates and three-shift rotations.
Connect with usHow much history does the forecast need?
It starts with regional patterns on day one and becomes plant-specific after about 8 to 12 weeks of attendance.
Is it used to judge workers?
No. Forecasts are produced for shifts and lines, not individuals, and are used only for staffing plans.
Can we see why it predicts a shortage?
Yes. Each forecast lists its main drivers, such as a festival, payday or a pattern from the same week last year.
Which plan includes it?
AI Staffing Forecast is included in the Plant and Group plans.
Roster your first 100 workers free.
Set up a plant, import workers from Excel and go live in 30 minutes. No card needed, no machines to replace.