DBS processed over 1.5 billion transactions annually across 6 million Singapore customers as of 2024, creating proprietary datasets for credit and fraud models.

Transaction Scale and Market Position

DBS Group processed over 1.5 billion transactions annually across its base of 6 million Singapore customers as of its 2024 fiscal year, establishing one of the densest digital transaction ecosystems among developed-market banks. That volume reflects more than seven in 10 PayNow fund transfers and payments in Singapore—the city-state's instant-payment rail—according to the bank's 2024 annual report. The sheer scale of domestic transaction flow, when combined with DBS's regional and cross-border payment activity, provides the raw data feedstock for the bank's credit underwriting and fraud detection models.

The bank's digital payments leadership in its home market extends to retail point-of-sale. DBS's mobile wallet PayLah! recorded a record 41.6 million logins per month in 2024, capturing more than 60% of all scan-to-pay transactions in Singapore hawker centres—a metric that outperforms competitors in a market where cashless adoption continues to climb. Outside Singapore, the bank's QR payment network reaches 2.8 million users who can transact at over 77 million QR acceptance points worldwide, and cross-border QR payment volume through PayLah! nearly tripled year-on-year.

AI and Data Model Deployment

The proprietary transaction dataset generated by this volume now supports an extensive analytics infrastructure. DBS deployed over 2,000 AI and machine learning models across more than 430 use cases in 2024, generating an estimated SGD 1 billion in economic value from data analytics and AI/ML initiatives, according to the bank's 2025 annual report published in February 2025. The credit and fraud models built on DBS's proprietary transaction corpus are not siloed; they are part of a broader platform that includes DBS-GPT, an internal personal AI assistant made available across the organisation, and DBS Joy, a generative-AI-powered corporate banking bot used by more than 20,000 corporate customers.

The bank's ability to combine transaction-level data with customer relationship information spanning wealth management, SME lending, and institutional banking gives it a structural advantage in model training. Fraud models benefit from the volume of low-value, high-frequency transactions typical of hawker-centre payments—a dataset that captures behavioural signals from both prime and subprime segments across the socioeconomic spectrum. Credit models can incorporate real-time cash-flow patterns from the same data stream, potentially improving loss-given-default estimates for unsecured lending products.

Financial Performance and Shareholder Returns

The transaction scale and AI deployment sit within an overarching financial context of record earnings. DBS reported full-year net profit of SGD 11.4 billion in 2024, with a return on equity of 18.0% , one of the highest among developed-market banks. The commercial book non-interest income rose 22% to a record SGD 6.33 billion, driven by wealth management fees and treasury customer sales reaching new highs. Net interest income growth was supported by proactive balance sheet management that reduced net interest income sensitivity to SGD 4 million, buffering the impact of US Federal Reserve rate cuts.

The bank's non-performing loan ratio held steady at 1.1% , reflecting resilient asset quality despite broader macroeconomic uncertainties. Total shareholder returns for 2024 reached 51% —the highest in DBS history outside crisis-rebound years—comprising a share price gain of 44% and a dividend return of 7%. The board proposed a final dividend of 60 cents per share, bringing the total ordinary dividend for the year to SGD 2.22 per share, an increase of 27% year-on-year.

Value (various)Source: Orionmano Industries

Corporate Responsibility and Future Outlook

DBS allocated SGD 100 million from its 2024 profits to support vulnerable communities, part of a broader SGD 1 billion CSR commitment spanning multiple years. The bank's sustainability report notes that it disbursed over SGD 1 billion in loans to low-income individuals in Indonesia and extended SGD 500 million in unsecured loans to micro and small businesses in Singapore.

Looking ahead, DBS has introduced a Capital Return dividend of 15 cents per share per quarter for FY2025 as part of a three-year plan to return excess capital to shareholders. The bank's market capitalisation reached a new high, exceeding USD 100 billion (SGD 129 billion) in June 2024 and rising further to USD 124 billion (SGD 160 billion) at year-end, placing DBS among the top 25 banks globally by market cap. The transaction data ecosystem—spanning 1.5 billion annual domestic transactions, growing cross-border QR volumes, and regional payment networks—will continue to underpin the proprietary data assets that differentiate DBS's credit models, fraud detection, and AI platform from regional peers.