LLM Data Boundaries — Sovereign Stack, Private Endpoints, and SME Reality
Where does your data go when LLMs connect to CRM and ERP? Malaysia SMEs need clear boundaries — sovereign cloud, VPC, and what never touches a model.
4 articles
Security & Data Governance
PDPA, governed write paths, audit trails, and AI data boundaries — how we integrate without leaking your operation.
Articles
PDPA and AI Integration — What Malaysian SMEs Must Get Right
Clients ask if we handle PDPA before AI goes live. Yes — data classification, processor roles, retention, and consent paths for LLM integrations in Malaysia.
Prompt Injection and Ops Risk — Why Human Approval Is Not Optional
Malaysian SMEs worry about AI going rogue in CRM and accounting. Prompt injection, tool abuse, and why human-in-the-loop is a security control — not bureaucracy.
Security Audit for AI Write Paths — What We Check Before Go-Live
Before any AI agent posts to CRM, accounting, or ERP, we run a write-path security review. Pen-test mindset for Malaysian SME integrations — documented and repeatable.
Next step: Start with an AI audit