Enterprise Indonesia adopt AI tools harus consider security + compliance UU PDP 2022 + sektor regulation (OJK untuk finansial, MOHK untuk kesehatan). Best practice untuk corporate Indonesia.
Threat Model
1. PII Leak (nama, NIK, kontak); 2. Confidential Business Info; 3. Trade Secret; 4. Regulatory Violation; 5. Reputation Risk.
Layer 1: Data Classification
• Public: marketing material — safe untuk AI
• Internal: company process non-sensitive — safe dengan caution
• Confidential: strategy, financial, customer data — NOT safe untuk shared AI
• Restricted: PII customer, trade secret — NEVER kasih ke shared AI
Layer 2: Use Case Filtering
OK: brainstorm strategy generic, template generation, code review (anonymized), research trend, translation generic, writing non-sensitive. NOT OK: customer PII, patient medical record, financial transaction individual, source code dengan API key embedded.
Layer 3: Anonymization
Replace name dengan placeholder, NIK dummy, email generic, phone dummy. Pakai Claude/Notion AI untuk auto-anonymize sebelum prompt.
Layer 4: Akunpy Slot Isolation Enterprise
Slot terisolasi dengan AES-256 encryption per user. No chat history sharing antar user. Password lock individual. Audit log per user. SSO integration (SAML 2.0). Setup: hubungi partnership@akunpy.com.
Layer 5: Compliance UU PDP
UU 27/2022 efektif full 2024+. Implications: Consent customer/employee, Data Minimization (kirim minimum necessary), Purpose Limitation, Data Localization (prefer server Indonesia), Right to Delete, Breach Notification 72 jam.
Layer 6: Sector-Specific
• Finansial (OJK): AI use pre-approved untuk customer financial data
• Kesehatan (Kemenkes): patient data subject medical confidentiality
• Hukum: attorney-client privilege
• Pemerintah: generally restricted untuk shared AI
Layer 7: Audit Trail Akunpy Enterprise
Login events, AI tool usage, resource access, admin actions. Export untuk SOC 2 audit (target Akunpy Q4 2026).
Real Case: Bank Indonesia tier-2 adopt Akunpy Enterprise 50 seats Rp 1.5jt/bulan untuk internal research + code review. Compliance check pass OJK pre-adoption review.
Kesimpulan
Claude AI via Akunpy Enterprise = solusi practical untuk most Indonesian enterprise dengan proper security practice. Layered defense + compliance + audit trail. Untuk sector strict regulation, tambah on-premise alternative untuk data paling sensitive.