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Guides

Field-tested playbooks for Malaysian SMEs running AI in production. Updated as regulation moves.

Guide8 min

LHDN e-Invoice Phase 4 — the 12-point checklist

What every Malaysian SME needs in place before 1 Jan 2027 hard enforcement.

Guide6 min

PDPA 2024 amendments — what changed for Malaysian SMEs

The 20K-record DPO threshold, breach notification, and data portability — without the legalese.

Guide7 min

WhatsApp Business API — choosing a BSP in Malaysia

360dialog vs Twilio vs Wati vs Maytapi. Verified MY pricing as of May 2026.

Guide10 min

Designing a voice AI that does not sound robotic in BM

The 9 prosody rules our Module V uses to pass for human in Malaysian Malay.

Guide12 min

SQL Account → MyInvois — the export path that actually works

Field mapping, common errors, and the validator we use to catch issues before submission.

Guide9 min

Measuring AI ROI for an SME without a data team

A 4-metric framework you can compute in Excel: deflection rate, lift, leakage, latency.

Guide5 min

Making an AI deployment HRDF-claimable

The PSMB Provider workflow, eligible training types, and what gets rejected.

Guide11 min

Debt collection in Malaysia — what your AI must not do

BNM Code of Ethics + s.21 PDPA + Defamation Act. The bright lines for Module W.

Guide8 min

Sending MY personal data to Singapore — the lawful basis

s.129 PDPA cross-border transfer + PDPC adequacy considerations.

Guide6 min

A bilingual FAQ that actually deflects tickets

The taxonomy + intent map our Module A uses to hit 70%+ deflection.