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MalaysiaFinance and insurance2024 – ongoing

Hong Leong Bank

AI voice bots for outbound collection calls

Hong Leong Bank's AI collection agents lifted productivity 15-fold and cut costs by 86%

WorkingCompany's own claim

Problem

Collection calls to customers with overdue payments need many human callers. Most outbound calls follow predictable scripts, which makes them repetitive and costly to staff.

Approach

In the second half of its financial year to June 2024, the bank started using AI voice bots for outbound collection calls. Each bot handles up to 16 lines at once. The CEO said the bots keep learning on their own. The bank also uses AI in telemarketing, while its customer service agents were still in training.

Results

15xrise in productivity of AI-driven collection agents, per the bank's CEOCompany's own claim[1]
86%fall in collection costs, per the bank's CEOCompany's own claim[1]

Takeaway

The bank began with outbound calls, where scripts and likely replies are the most predictable. Customer service, where it saw larger potential savings, came later.

Categories

Business function
Production and quality
Innovation type
Process innovation
Evidence
Company's own claim

Sources

Source summaries

[1]Fintech News Malaysia2 Sep 2024

Reports the CEO's comments at the bank's FY24 results briefing. AI-driven collection agents were 15 times as productive and costs fell 86%. Each voice bot handles up to 16 simultaneous calls, and the system took over work of more than 20 human agents. The rollout began in the second half of the financial year.

Full details are in the original sources.

Added 2 Nov 2026 · Updated 2 Nov 2026
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