AI moves beyond productivity to drive business growth, says expert
AI is evolving beyond a productivity tool to drive economic growth and reshape investment and financing demand across ASEAN, according to speakers at the ASEAN Conference 2026 in Singapore.
ASEAN AI investments pivot from efficiency to expansion
Shifting artificial intelligence from an internal efficiency tool to a primary driver of commercial growth requires ASEAN enterprises to restructure their underlying operational models. Capital demands are changing as regional businesses move away from small-scale software licenses toward larger commitments in data infrastructure, enterprise integration, and specialized technical capacity. Financial providers must adjust their risk frameworks to support these heavier, longer-term capital deployments.
The main operational bottleneck is execution across fragmented regional markets. Companies frequently fail to convert early technology trials into scalable revenue streams when legacy systems and weak data governance prevent deep integration. What to watch next is whether regional firms can demonstrate clear top-line expansion, rather than simply absorbing higher technology overhead without measurable returns.
For investment committees, technology underwriting in Southeast Asia must now focus on auditing an asset's structural readiness to monetize these tools rather than relying on broad market growth assumptions.