APAC Compliance Teams Rely on Manual Processes Despite Increasing AI Adoption, Report Claims

Why It Matters

Manual processes inflate costs and error risk, while delayed AI adoption hampers firms’ ability to meet tightening regulatory standards and operational efficiency goals.

Key Takeaways

• 66% rely on manual compliance workflows.
• 54% explore AI; only 34% deployed.
• 45% encounter high false‑positive KYC rates.
• 66% favor partial automation with human oversight.
• Data quality, legacy systems block AI rollout.

Pulse Analysis

In the Asia‑Pacific financial sector, compliance teams are wrestling with entrenched manual processes that strain resources and increase error exposure. The Fenergo survey highlights that two‑thirds of respondents still perform KYC and AML reviews by hand, leading to more than half experiencing review delays and nearly half battling false‑positive alerts. As regulators in Singapore, Malaysia and Australia tighten oversight, firms face mounting pressure to modernise their risk‑management frameworks while maintaining auditability.

Interest in artificial intelligence is rising, yet adoption lags behind enthusiasm. Over half of the surveyed professionals are investigating AI use cases, but only a third have moved beyond pilots to production. The prevailing preference for "human‑in‑the‑loop" models reflects concerns over explainability and accountability in high‑stakes fraud detection and sanctions screening. Compounding the challenge are APAC‑specific hurdles: multilingual data sets, divergent regulatory regimes, and legacy core banking systems that resist seamless integration. Consequently, data quality and governance emerge as prerequisite foundations before sophisticated agentic AI can be leveraged.

Looking ahead, the report predicts increased capital allocation toward AI‑enhanced compliance as workloads swell and supervisory scrutiny intensifies. Firms that prioritize data standardisation, invest in modular AI platforms, and maintain clear oversight mechanisms are poised to capture efficiency gains and reduce false‑positive burdens. A balanced strategy—combining incremental automation with robust human review—offers the most viable path to meeting both operational targets and regulator expectations in the evolving APAC compliance landscape.