Skills Artificial Intelligence Clinical AI Deployment Readiness Checklist

Clinical AI Deployment Readiness Checklist

v20260423
abridge-prod-checklist
A comprehensive readiness checklist for deploying clinical AI systems, such as Abridge, within regulated healthcare environments. It covers critical aspects including HIPAA compliance, Business Associate Agreements (BAA), EHR integration validation (FHIR R4), robust infrastructure security (TLS 1.3, secrets management), and provides structured scripts for pre-launch validation and post-launch rollback planning.
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Overview

Abridge Production Checklist

Overview

Production readiness checklist for deploying Abridge clinical AI in a healthcare organization. Clinical documentation systems are safety-critical — this checklist covers HIPAA compliance, EHR integration validation, provider onboarding, and rollback procedures.

Pre-Launch Checklist

Legal & Compliance

  • BAA signed — Business Associate Agreement executed with Abridge
  • HIPAA risk assessment — Completed and documented
  • Data flow diagram — PHI flow mapped: microphone → Abridge → EHR
  • Breach notification plan — 60-day notification procedure documented
  • Patient consent — State-specific recording consent requirements met
  • Medical staff approval — Clinical AI usage approved by medical staff committee

Infrastructure

  • TLS 1.3 — Enforced on all Abridge API connections
  • Secrets management — Credentials in secret manager (not env files)
  • Audit logging — All PHI access logged with 6-year retention
  • Monitoring — Health checks, latency alerts, error rate dashboards
  • Backup connectivity — Fallback for Abridge outages (manual documentation)

EHR Integration

  • FHIR R4 endpoint — Verified DocumentReference POST works
  • Epic SmartPhrases — Mapped to Abridge note templates
  • Provider enrollment — All go-live providers registered in Abridge
  • Specialty configuration — Licensed specialties configured per contract
  • Note templates — SOAP/H&P/Progress templates validated with clinical leads

Validation Script

// src/prod/readiness-check.ts
interface ReadinessResult {
  check: string;
  status: 'pass' | 'fail' | 'warn';
  detail: string;
}

async function runReadinessChecks(): Promise<ReadinessResult[]> {
  const results: ReadinessResult[] = [];

  // 1. API connectivity
  try {
    const res = await fetch(`${process.env.ABRIDGE_BASE_URL}/health`, {
      headers: { 'Authorization': `Bearer ${process.env.ABRIDGE_CLIENT_SECRET}` },
    });
    results.push({ check: 'API Health', status: res.ok ? 'pass' : 'fail', detail: `HTTP ${res.status}` });
  } catch (err) {
    results.push({ check: 'API Health', status: 'fail', detail: (err as Error).message });
  }

  // 2. FHIR endpoint
  try {
    const res = await fetch(`${process.env.EPIC_FHIR_BASE_URL}/metadata`);
    results.push({ check: 'FHIR Server', status: res.ok ? 'pass' : 'fail', detail: `HTTP ${res.status}` });
  } catch (err) {
    results.push({ check: 'FHIR Server', status: 'fail', detail: (err as Error).message });
  }

  // 3. TLS version
  results.push({
    check: 'TLS Version',
    status: process.env.NODE_TLS_MIN_VERSION === 'TLSv1.3' ? 'pass' : 'warn',
    detail: `Min TLS: ${process.env.NODE_TLS_MIN_VERSION || 'not set'}`,
  });

  // 4. Secrets not in env file
  const envFiles = ['.env', '.env.local', '.env.production'];
  for (const f of envFiles) {
    try {
      const content = await import('fs').then(fs => fs.readFileSync(f, 'utf8'));
      if (content.includes('ABRIDGE_CLIENT_SECRET')) {
        results.push({ check: `Secrets in ${f}`, status: 'fail', detail: 'Credentials in file — use secret manager' });
      }
    } catch { /* file doesn't exist — good */ }
  }

  // 5. Audit logging
  results.push({
    check: 'Audit Logging',
    status: process.env.AUDIT_LOG_ENABLED === 'true' ? 'pass' : 'fail',
    detail: 'HIPAA requires audit trail for all PHI access',
  });

  return results;
}

// Run and display
runReadinessChecks().then(results => {
  console.log('\n=== Abridge Production Readiness ===\n');
  for (const r of results) {
    const icon = r.status === 'pass' ? 'PASS' : r.status === 'warn' ? 'WARN' : 'FAIL';
    console.log(`[${icon}] ${r.check}: ${r.detail}`);
  }
  const failures = results.filter(r => r.status === 'fail');
  console.log(`\n${failures.length === 0 ? 'READY FOR PRODUCTION' : `${failures.length} BLOCKING ISSUES`}`);
});

Rollback Plan

#!/bin/bash
# scripts/abridge-rollback.sh
# Rollback Abridge integration — revert to manual documentation

echo "=== Abridge Rollback Procedure ==="

# 1. Disable Abridge in EHR
echo "Step 1: Disable Abridge module in Epic App Orchard"
echo "  - Navigate to Epic > Admin > App Orchard > Abridge"
echo "  - Set status: DISABLED"

# 2. Notify providers
echo "Step 2: Send notification to enrolled providers"
echo "  - Subject: Abridge temporarily offline — use manual documentation"

# 3. Verify EHR still accepts manual notes
echo "Step 3: Verify manual note creation in Epic works"
curl -X POST "${EPIC_FHIR_BASE_URL}/DocumentReference" \
  -H "Authorization: Bearer $EPIC_TOKEN" \
  -H "Content-Type: application/fhir+json" \
  -d '{"resourceType":"DocumentReference","status":"current","content":[{"attachment":{"contentType":"text/plain","data":"'"$(echo 'Manual note test' | base64)"'"}}]}'

echo "=== Rollback Complete ==="

Post-Launch Monitoring

Metric Target Alert Threshold
Note generation latency < 30s > 60s
API error rate < 1% > 5%
Provider adoption > 80% in 30 days < 50%
Note acceptance rate > 90% < 70%
Patient summary delivery < 5s > 15s

Output

  • Readiness check script with pass/fail results
  • Rollback procedure documented and tested
  • Post-launch monitoring thresholds configured
  • Go/no-go decision evidence collected

Resources

Next Steps

For version upgrades, see abridge-upgrade-migration.

Info
Name abridge-prod-checklist
Version v20260423
Size 6.22KB
Updated At 2026-04-28
Language