What is Caire?
Understand the platform, the workflow, and how planners approve AI recommendations.
Caire's product portfolio revolves around our powerful, cloud-based platform. The platform consists of different modules - each tailored for an important area in the planning of home care.

The product hub keeps the main demo, feature, platform, and audience pages reachable from plain links.
Understand the platform, the workflow, and how planners approve AI recommendations.
Click through the dashboard and mobile flows without signing in.
Start from the full feature overview for scheduling, routes, analytics, and integrations.
Choose the page that matches the buyer or planner role.
Together, our modules form a seamless system. Here we present our most important product components and how they work together to make your operations more efficient.
The heart of Caire's product is the AI scheduling engine. This is the intelligent core that automatically generates optimized schedules.
Chat with your schedule in plain language via Fråga CAIRE. The AI assistant answers questions about continuity, efficiency, and unassigned visits – and can suggest stand-ins, move out low-priority visits, and update the schedule when visits are cancelled.
The route optimization module focuses on geographical efficiency. It uses geo-data and traffic information to calculate the fastest and most logical routes.
The analytics module gives you the ability to transform raw data into useful insights with interactive dashboards and reports.
Our products can connect to existing home-care workflows and planning data through modern APIs, file import, or controlled export.
All communication is encrypted, and we follow industry standards for the protection of sensitive personal data in accordance with GDPR.
The Fråga CAIRE AI assistant lives right inside the schedule. Ask questions in plain language about efficiency, continuity, and unassigned visits – and get answers grounded in the current solution.
Scheduling home care is complex. Without tools, planning easily becomes a puzzle with high stakes, where human planners do their best but are limited by time and overview.
Each day, a large number of home visits need to be distributed among many employees. Each client has specific times for their visits, and each employee has limited working hours and skills.
Staff need to travel between clients - inefficient routes lead to unnecessary travel time, which reduces the time that can be spent on care. The coordinator must try to optimize routes manually, an almost impossible task on a larger scale.
The quality of care increases if the same client gets to meet the same caregiver as often as possible. Keeping track of such preferences while still making the schedule work is a major challenge.
Sick leave, emergency services, or changed visiting times can come on short notice. A single change can require rescheduling of multiple people's schedules, often with very little notice.
Coordinators work under time pressure. Incorrect schedules can lead to overtime hours, unused work hours, or the need to hire expensive extra staff. All of this negatively affects the operation's margin.
The consequence can be stressed staff, increased costs, and less satisfied clients.
The CAIRE platform is designed to handle precisely these challenges. Through AI and smart software, CAIRE can:
Instead of manually putting the puzzle together, you import your original schedule into CAIRE. From there, AI takes over the heavy lifting and generates an optimized schedule proposal for you.
CAIRE's AI engine takes all restrictions and goals into account simultaneously – it minimizes travel times through built-in route optimization, avoids schedule conflicts, and fills in gaps.
Through smarter planning, overtime and the need for temps are reduced. Fuel costs drop when unnecessary travel kilometers disappear from the schedule.
CAIRE prioritizes continuity of care – the system matches each client with their preferred staff or favorite caregiver as much as possible.
Each schedule, both original and optimized, comes with detailed key performance indicators (KPIs). This gives decision-makers a clear picture of how changes affect operations.
In short, CAIRE acts as an intelligent co-planner that always suggests the best layout. Human coordinators maintain control – but they get a powerful tool that lifts away routine work.
Read more about the benefits for your business →The reality in home care is changeable. That's why CAIRE is not just a static planning tool, but also a dynamic assistant that helps you manage changes continuously:
If conditions change – for example, an employee calls in sick on short notice, or a new urgent client must be accommodated – CAIRE can react quickly. You can initiate a real-time re-optimization on the current schedule at any time.
CAIRE takes into account available substitutes, hourly employees, or other resources when regular staff is unavailable. The platform can suggest that a shared shift be redistributed, that an hourly employee cover a certain shift, or that less urgent visits be rescheduled.
The system identifies if there are unused hours – e.g., if some staff have large gaps in their day where they could actually take more visits. By highlighting this, CAIRE can suggest how you can increase coverage.
CAIRE can be configured to send notifications about key events. If an optimized schedule is at risk of failing, the platform can flag it for those responsible. This gives you a chance to act proactively before the problem grows.
Together, these functions enable real-time optimization of operations. CAIRE doesn't see the schedule as "finished" just because it's set, but as something living that can be continuously adjusted for the best results.
For the coordinator, this means security: no matter what happens during the week, you always have an updated, optimized schedule to follow.
The heart of Caire's product is the AI scheduling engine. This is the intelligent core that automatically generates optimized schedules. The AI engine takes in massive amounts of data: staff working hours and competencies, clients' approved services, geographical distances, restrictions according to collective agreements, and more.
Technically, the engine is built on modern algorithms within machine learning and optimization. It learns from historical data - for example, which schedule changes are typically needed - and gets smarter over time.
Caire's route optimization module is a standalone product component that focuses on geographical efficiency. It integrates with the scheduling engine but can also be used separately for planning routes.
In practical terms, once the schedule is set, the route module calculates an optimal sequence for the visits and suggests navigation. If the schedule changes during the day (e.g., an emergency visit is added), the module can immediately recalculate the route.
A central product is Caire's planning tool, which forms the platform's user interface for scheduling, optimization, and follow-up. This is where coordinators and managers review solutions, adjust assumptions, and approve changes.
Caire includes an analytics module as a product, which gives you the ability to transform raw data into actionable insights. This module collects data from the scheduling engine and route optimization and presents it in the form of interactive dashboards and reports.
You can easily see key metrics such as average time per user, utilization rate per employee, and number of schedule changes per month. With this product module, you get complete control over your organization's efficiency and quality.
Caire is a cloud-based solution hosted in a secure environment within the EU. All communication is encrypted, and we follow industry standards for the protection of sensitive personal data (e.g., in accordance with GDPR).
Access to different modules is controlled by role-based permissions, ensuring staff only see the information they need. You can safely use Caire's products knowing that the security and integrity of your data is prioritized.
An overview of system modules, data flow and integration capabilities
Central intelligence that optimizes schedules based on complex parameters
Automated generation of optimal work schedules
Smart planning of travel routes for minimal travel time
Dynamic adaptation to changes during the day
KPI calculation and data-driven feedback
Central intelligence that optimizes schedules based on complex parameters
Automated generation of optimal work schedules
Smart planning of travel routes for minimal travel time
Dynamic adaptation to changes during the day
KPI calculation and data-driven feedback
Collection from external systems
Optimization via AI algorithms
Distribution to users and systems
Analysis and continuous improvement
Home care management system
Google Maps API for route data
Each module can be scaled independently based on your operational needs, ensuring optimal performance and cost efficiency.
End-to-end encryption, role-based access control, and GDPR compliance ensure your sensitive data is always protected.
RESTful APIs and webhook support make it easy to integrate with existing systems and adapt to future technology changes.
Caire's products together form a complete platform for modern home care planning. Each module is powerful on its own, but it's when they're used together that the real magic happens.