Insights

Thought leadership from the Malaysian AI frontline.

Field reports, playbooks, and briefings for leadership teams shaping how AI shows up in their organisations.

Playbook· 9 min read· May 2026

The 30/60/90 Operating Cadence for Digital Workers

The review cadence that turns a launched Digital Worker into a compounding asset instead of a stalling pilot — what to measure, when, and who owns it.

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Brief· 7 min read· May 2026

PDPA and Agentic AI: The 2026 Reading

What Malaysian leadership teams need to know when Digital Workers begin handling personal data and customer interactions under Malaysia's updated PDPA framework.

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Case Study· 11 min read· May 2026

How a Mid-Sized Malaysian Bank Cut KYC Time 60% with Digital Workers

An anonymised case study: a Klang Valley universal bank deploys a Digital Worker for KYC document review, cuts average processing time from 18 minutes to 7, and finds the harder problem was governance, not technology.

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Field Report· 12 min read· Apr 2026

The Klang Valley CFO Survey: AI in Finance Operations

What 60+ Klang Valley CFOs told us about where AI is replacing manual work in their finance teams — and the specific places it absolutely is not, despite the hype.

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Playbook· 10 min read· Apr 2026

Sequencing AI Initiatives for ASEAN Conglomerates

Why most multi-business-unit AI programmes stall — and the sequencing pattern that gets them past month four into a compounding portfolio of Digital Workers.

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Field Report· 14 min read· Apr 2026

The 2026 AI Landscape for Penang SMIs

A field report on agentic AI adoption among Penang's small and medium industries — what's working, what's stalled, and the 12-month outlook.

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