From last-minute roster gaps to a safer, reviewable staffing plan.
A residential aged-care provider builds a roster around resident needs, care-minute targets, staff qualifications, availability, fatigue and 24/7 registered-nurse coverage. One late absence can trigger hours of calls, spreadsheet changes and manual checks while managers try to protect continuity of care.
Australian evidence: The Productivity Commission's Report on Government Services 2026 found that 45.9% of residential aged-care services met both total and registered-nurse care-minute targets in 2024–25. The sector-wide requirement is 215 minutes of direct care per resident per day, including 44 registered-nurse minutes. Registered-nurse attrition in aged care was 25.2% in 2024. View the Productivity Commission evidence
Business friction
Every roster change creates a new compliance and continuity check.
- Resident needs, care-minute targets and staff skills sit across separate systems
- Coordinators repeatedly call staff and agencies to fill late gaps
- Manual changes can create overtime, fatigue, qualification and coverage risks
Agentic AI response
A controlled coordination agent prepares options and tracks unresolved gaps.
- Recalculate projected care minutes and skill coverage after each roster change
- Match available, qualified staff against approved availability and fatigue rules
- Prepare contact sequences, record responses and escalate unfilled shifts
Human, safety & workforce control
AI coordinates the roster—authorised people remain accountable for care.
- Never allow AI to reduce staffing below care, safety or regulatory requirements
- Keep resident acuity, clinical priorities and final roster approval with qualified staff
- Use minimum personal data and preserve every recommendation, decision and override
Measures that prove value
Care-minute coverageRN coverageUnfilled shift hoursTime to fillAgency and overtime costOverrides and fatigue alerts