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凱臨國際健康 KAILIN MERITS INTERNATIONAL

AI Assist

AI assist that fits clinic workflows

Reminders only when rules match; on service failure, normal work continues, with full judgment and exception logs. Physicians keep the final decision.

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Scenarios

Five AI-assist scenarios

Different rules, same flow: silent, skip, retain.

Medication safety checks

Interactions, dosing, allergy history, and critical-value alerts; high-risk hard blocks with audit trails.

Symptom analysis assist

Assistive checks and suggestions; no evidence, no display—physician decides.

Regulation AI sync

Labor, NHI rates, and tax-bracket proposals—applied only after human approval.

Smart scheduling

4-week flexible hours, consecutive-work limits, and license checks—hard constraints re-run before apply.

Patient LINE AI assistant

Booking guidance and FAQs—reply text matches quick-reply buttons.

Workflow

How AI joins the workflow

One architecture: different rules, same process.

Stay silent when not triggered

No “all clear” noise when rules do not match—do not interrupt clinicians.

Skip automatically on failure

If the AI service fails, skip this judgment and keep the front desk flowing.

Retain full trails

Keep judgment results and exception records (AiInferenceLog) for query and effectiveness analysis.

Safety

Eight medical-safety principles

AI is assistive—it does not replace clinical judgment.

  1. Rules first
  2. Physician final say
  3. No evidence, no display
  4. Hard-block high risk with trails
  5. Verify practice licenses first
  6. Immutable records
  7. Patient data stays in the clinic
  8. Fail-safe

AI Governance

AI governance in practice

Beyond eight principles—each has an auditable trail and workflow.

Full inference audit trail

Every AI decision and system fault is written to AiInferenceLog for query and outcome analysis—not a black box.

Propose → human approve → apply

Labor, NHI rate, and tax-bracket changes: AI drafts proposals only—applied after human approval.

Same quality gates

AI pipelines share the same 16,000+ automated tests and zero-warning quality gates as core HIS.

Want to see AI land in a clinic?

We can demo medication checks, scheduling, and patient LINE assistant screens for your specialty.