Analysis15 min5/25/2025
AI Scheduling Revolution
How AI revolutionizes scheduling in home care and what it means for future care organizations.
AISchedulingRisk Management
Resources
Articles & Insights
The latest articles about AI, digitalization, and future trends in the home care industry.
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AI scheduling
Overviews of how AI changes planning, digitalization, and the future of home care.
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Trends8 min2/20/2024
Future Home Care Trends 2030
A deep dive into the technological and organizational trends that will shape home care in the coming years.
FutureTrendsDigitalization
Route optimization
Algorithms, VRPTW, and practical models for less travel and better routes.
Analysis18 min6/30/2026
Routing science in home care: less travel without worse continuity
How modern route optimization balances travel time, continuity, skills, time windows, and human review in one connected schedule.
OptimizationContinuityScheduling
Analysis18 min3/2/2026
VRPTW home care optimization: 100% visit assignment and 20% travel time reduction
How CAIRE uses VRPTW algorithms and home care-specific constraints for 100% visit assignment and proven travel time reduction.
OptimizationAlgorithmsScheduling
Analysis14 min3/2/2026
20% travel time reduction with continuity maintained and clear scheduling
20% travel time reduction with continuity maintained and clear scheduling – algorithms and mathematics for home care.
OptimizationContinuityAlgorithms
Continuity and care time
How continuity, efficiency, and care time can improve without losing care quality.
Research10 min3/27/2026
Så kan hemtjänsten nå 80% brukartid – utan att tappa kontinuitet
Evidensbaserad modell för att nå ~80% brukartid och stärka personalkontinuitet samtidigt – med fyra konkreta steg, KPI-definitioner och räkneexempel.
EfficiencyContinuityScheduling
Research12 min3/12/2026
Kontinuitet och Effektivitet i Hemtjänsten: AI-Optimering
Forskningsartikel om AI-optimering av hemtjänst. Resultat från svensk pilotstudie visar att 4–7 unika vårdgivare per klient och 74% effektivitet är möjligt.
AIContinuityEfficiency
Analysis13 min3/4/2026
Balancing Efficiency and Continuity in Home Care
Better planning is not a choice between lower travel time and better continuity. The right model makes both goals visible, configurable, and operationally realistic.
OptimizationContinuityEfficiency
Constraints and schedule optimization
How hard and soft constraints become practical controls in home-care scheduling.
Analysis16 min3/25/2026
Effective Constraint Management in Homecare Scheduling Optimization
How to balance hard and soft constraints in home care scheduling. Caire's three-layer model, the KISS principle, and strategies that handle 85% of all conditions with time windows alone.
OptimizationSchedulingAlgorithms