Banks strengthen cyber resilience through integration

Governed data and infrastructure support AI-driven risk.

Banks in Asia Pacific are reassessing profitability as cyber incidents rise and AI-driven scams outpace traditional defences. Cyber issues are no longer about whether an institution will be targeted, but how often, with cyber incident frequency in APAC up 29% year-on-year. The shift is pushing banks to invest in cyber resilience without losing focus on cost efficiency.

Amber Chang from Systemweb said the combined pressure of threats and rates is changing how banks define performance. She added that operational winners are those that integrate risk operations and technology rather than treating them as separate functions. “What really differentiates winners is how efficiently risk operations technology is integrated,” Chang said.

From global experience, Chang said top performers share a small set of foundations that tighten controls and reduce operational friction. “First, a single transition, section and position aging. Second, consistent data flow from the front office to the back office. And third is to have built in control for both financial and operational risk,” Chang said.

Chang linked system consolidation directly to cyber resilience as well as cost outcomes. “And we support the both by providing a front to back investment transaction platform where trading positions, valuations, accounting and compliance controls are all handled within one coherent operating model,” Chang said. 

AI can further improve risk decisions, Chang said, but only when banks fix data fragmentation and compliance gaps. “AI enhancing operational efficiency only works when it is grounded in well governed data, proper workflow and compliant processes,” Chang said. “So in many institutions, the challenge is not intelligence, but coming from fragmented systems, interrupted workflows and unclear data ownership.”

To keep AI use compliant, Chang said banks should build regulatory controls into daily operations rather than bolting them on later. “This ensures that data of residency audit trials and the reporting logic are part of the courses and not an afterthought,” Chang said.

With governance in place, banks can deploy AI more widely across control points. “Once that foundation is in place, the AI and analysts can be applied responsibly.” Chang said.

Chang said these shifts are also tied to infrastructure: modern banking requires systems that support speed, scale, and oversight at once. “Modern financial services, as we know, require more than just digital channels,” Chang said. “They require real time, high performance operating infrastructure that supports all the way from investments to trading and regulatory demands simultaneously.”