Essays··7 min read
The Actuary AIDA Never Meets
Halodoc's AIDA is a competent clinical assistant—the problem is structural. Every claim it touches flows to a national payer running a 108 per cent claims ratio, headed for payment default by July 2027, with no independent model-risk regime sitting between the model's output and the system's solvency exposure. Clinical AI in ASEAN scales in months; the actuarial and governance infrastructure that would hold it to account scales in years.
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