Agentic AI Could Revolutionize Embedded Finance, EBA Report Reveals

The Euro Banking Association (EBA) has released a new report exploring the role of agentic AI in embedded finance. The publication, titled Supercharging embedded finance with agentic AI, highlights how this technology could transform the sector while addressing key challenges and opportunities. The report identifies over 40 potential use cases for agentic AI in embedded finance. After evaluation, five were shortlisted for their high value: an agentic cashflow optimiser, a procurement and commerce optimiser, a KYC/KYB onboarding guide, a payment reconciliation assistant, and a product configuration manager. These applications aim to improve customer experience, streamline operations, and enhance dynamic risk management.

Integrating agentic AI into embedded finance requires updates to existing systems. The technology can function as an interface, an orchestration tool, or a source of domain expertise. However, its adoption introduces new risks and demands significant modernisation efforts. The EBA outlines five critical factors for safe deployment. These include real-time API access, full auditability, clear accountability, 'human in command' checkpoints, and strictly defined decision-making boundaries. The report also stresses three market-level priorities: interoperable data and API standards, cross-industry digital identity frameworks, and sector-wide ethical and safety principles.

The EBA’s findings suggest agentic AI could bring major benefits to embedded finance. Its success depends on technical readiness, ethical safeguards, and collaborative industry action. The report provides a roadmap for financial institutions looking to adopt these innovations responsibly.