Aircall × Ausmed
20% of calls voluntarily deflected to AI Virtual Agent
Capacity anxiety to sustainable coverage without hiring
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The story earns its Efficiency tag by centering on maintaining output with fewer people rather than growing a metric. The two-phase rollout detail (after-hours only first, then opt-in during business hours) gives readers a concrete playbook to replicate. There is a genuine coin-flip with Resilience because the core trigger is surviving a capacity crisis intact, but the framing leads with sustainable scaling so Efficiency wins.
The opt-in framing: letting callers choose AI or human generated a clean, self-sorting data signal on real customer acceptance, which is more credible evidence than deflection rates alone.
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