Bottomline Report: 36% of Banks Lack AI in Payments Despite High Priority Status

Bottomline’s sixth annual ‘The Payments Intelligence Gap’ report reveals that while financial institutions have improved technical connectivity, they are failing to integrate essential intelligence and fraud controls. For fintech leaders, this highlights a critical vulnerability: 44% of institutions identify mid-transaction fraud as their primary security gap, despite rising investments in network access.

What was announced

The 2026 edition of the global report identifies a widening disparity between the technical ability to move money and the intelligence required to secure it. Based on a benchmark study of more than 300 professionals across banking and non-banking financial institutions, the research indicates that the industry is struggling to unify visibility, validation, and compliance into a single operational system. The methodology drew on seven live polls covering Verification of Payee (VoP), SEPA Instant, ISO 20022 migration, and Swift connectivity, targeting experts in Treasury, Fraud, Operations, and Innovation.

A significant technology adoption gap persists; while 48% of respondents view artificial intelligence as a critical or high priority for the coming 12 months, 36% currently operate with no AI integration in their payment systems at all. Security remains a primary concern, with 44% of participants identifying mid-transaction fraud detection as their most significant security gap. This suggests that fraud prevention must evolve to become lifecycle-based rather than relying on a single checkpoint.

On the regulatory front, the report paints a challenging picture for global standards and deadlines. Only 5% of institutions have successfully implemented Swift Case Management, and 12% of respondents expect to miss every G20 cross-border payment target. Furthermore, the transition to ISO 20022 remains hampered by data issues, as 65% of those surveyed cited the quality of structured data as their primary hurdle for enablement.

"The findings from this year’s research point to a common challenge – financial institutions are more connected, but their intelligence is still fragmented across systems. Institutions need to transform this disparate infrastructure into intelligent payment ecosystems capable of anticipating risk, adapting to change, reducing operational complexity and delivering better outcomes for customers, operations teams and regulators alike."

Natasha Lapierre, Global Head of Product Strategy and Innovation, Financial Messaging at Bottomline.

The companies involved

Bottomline is a global provider of business payment solutions, focusing on the complex needs of financial institutions and corporations. The company operates as a key player in the financial messaging space, facilitating the secure movement of money across domestic and international networks. Currently owned by the private equity firm Thoma Bravo, Bottomline has established a significant footprint in the market by providing tools for payment automation, fraud prevention, and treasury management. Its role in the industry often centers on bridging the gap between legacy banking infrastructure and modern digital requirements, such as Swift connectivity and ISO 20022 migration.

With a history of serving more than 600 banks, the company is positioned as a critical infrastructure provider within the global payments ecosystem. Its research, now in its sixth year, serves as a benchmark for the digital transformation efforts of treasury and operations departments worldwide. The firm’s focus has increasingly shifted toward "intelligent" payments, moving beyond simple transaction processing to include advanced data validation and risk management layers that address the fragmented nature of modern financial systems.

What FF News has reported before

FF News has extensively tracked Bottomline’s efforts to modernize global payment infrastructure and bridge the gap between traditional and emerging technologies. In September 2026, the company launched Bottomline Launches Global Pay Connect to Bridge Legacy Finance and Blockchain Networks, a move designed to integrate traditional finance with distributed ledger networks. This followed a strategic partnership where Bottomline Partners With Chainlink to Enable Cross-Chain Payments for 600+ Banks, further cementing its role in the cross-border space. Earlier in the year, the firm’s security capabilities were recognized when Bottomline Named Leader in 2026 SPARK Matrix for Insider Risk Management. Additionally, the company collaborated with major card networks, as seen when Bottomline and American Express Launch BIP Connect to Revolutionize B2B Payment Connectivity, targeting the friction often found in corporate payment workflows.

What this means

This report signals that the "connectivity phase" of fintech transformation is largely maturing, but the "intelligence phase" is proving much harder to execute. The fact that 12% of institutions expect to miss all G20 targets is a damning indictment of current cross-border progress and puts significant pressure on mid-tier banks that lack the internal resources to build custom AI-driven validation layers. The industry now faces a reckoning: simply being on a network is no longer a competitive advantage. The real battleground has shifted to data quality and real-time fraud orchestration. If institutions cannot solve the ISO 20022 structured data hurdle, the promised benefits of rich payment data will remain theoretical rather than operational.