AI Agents for Care Institutions, Home Care Organizations, and Disability Care | Match-AI

Care institutions and home care organizations struggle with two interconnected challenges: a structural shortage of caregivers and an increasing administrative burden that keeps caregivers from their primary task (care delivery). Research shows that home care workers spend an average of 34-41% of their working time on administration. AI agents automate administrative and communication flows so caregivers have more time for direct care.

Care Planning and Scheduling

An AI agent supports care planning: based on care indications per client, caregiver availability, and geographic spread of clients the system automatically generates an optimal daily schedule. When a caregiver calls in sick the system immediately activates a replacement flow: available colleagues are automatically asked to take over the shift, the client immediately receives a message about the replacement caregiver.

• Daily schedule: automatically based on indications and availability
• Sick replacement: immediate replacement flow when caregiver calls in sick
• Client notification: immediately when schedule changes
• Route optimization: minimum travel time per caregiver

Administration and Quality Reporting

Care institutions must comply with extensive administrative and quality reports for health insurers, municipalities, and inspectorates. An AI agent supports quality reporting: based on registered care moments and client data the system automatically generates required reports. The system monitors submission deadlines and automatically sends a reminder when deadlines approach.

• Care registration reports: automatically generated
• Quality reporting: automatically based on care registrations
• Deadline monitoring: alert when submission deadline approaches
• Incident reporting: structured registration via app

Client Communication and Wellbeing Monitoring

Client satisfaction is a core indicator of quality in care. An AI agent manages client communication: clients periodically receive a digital wellbeing check (for clients who can handle this) or the system records the wellbeing registration based on caregiver observations during the care moment. When concerning signals appear (weight loss, deteriorating mobility, social isolation) the system escalates to the responsible care coordinator.

Match-AI implements AI agents for home care organizations, nursing homes, disability care companies, day activity centers, palliative care providers, and combined care-and-welfare organizations that want to automate their care planning and informal caregiver communication.