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Deutsche Bank Builds AI Resilience Platform with Google Cloud for Financial Services

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announcement

Deutsche Bank has developed an AI-powered agentic resilience platform leveraging Google Cloud tools, including Gemini Enterprise Agent Platform and Cloud ADK. This platform transforms manual regulatory tabletop exercises into context-aware, evidence-ready simulations by generating scenarios from real operational data. It helps financial institutions meet stringent regulatory expectations like DORA, providing audit-ready evidence and strengthening consistency across teams. The platform utilizes a dual-orchestration architecture for both governed execution and adaptive investigation, making resilience testing more scalable and efficient.

  • →Deutsche Bank builds AI platform for operational resilience
  • →From tabletop exercises to continuous resilience intelligence
  • →Dual orchestration architecture for control and flexibility
  • →Leveraging Google Cloud's agentic AI tools
  • →Scalable and evidence-ready resilience testing
Notes (6) ›
  • Deutsche Bank builds AI platform for operational resilience

    Deutsche Bank developed an AI-powered agentic resilience platform to modernize regulatory tabletop exercises, transforming manual preparation into context-aware simulations. It aims to help financial institutions meet stringent regulatory expectations like the EU's Digital Operational Resiliency Act (DORA).

  • From tabletop exercises to continuous resilience intelligence

    The platform extends agentic AI to root-cause analysis, basing every scenario on real enterprise signals and operational context. This allows it to reflect true system dependencies and failure patterns, moving beyond static inputs to provide real-time insights.

  • Dual orchestration architecture for control and flexibility

    The platform uses a dual-orchestration architecture with LangGraph for regulator-aligned, traceable scenario generation, ensuring auditability. Google Agent Development Kit (ADK) enables adaptive, agent-driven coordination for investigative scenarios.

  • Leveraging Google Cloud's agentic AI tools

    The platform is built on Google Cloud services including Cloud Run for elastic execution, Gemini Enterprise Agent Platform for structured scenarios, Google ADK for adaptive coordination, and Cloud SQL for durable persistence of artifacts. These collectively support traceable generation, controlled execution, and persistent evidence records.

  • Scalable and evidence-ready resilience testing

    Scenarios generated by Deutsche Bank's platform drive structured tabletop sessions, grounded in real enterprise context to reflect operational reality. This strengthens consistency across teams and creates audit-ready evidence that meets regulatory expectations.

  • Future expansion to broader resilience intelligence

    Deutsche Bank plans to extend this approach into a broader resilience intelligence layer, supporting playbook refinement, recovery-readiness assessments, and continuous validation of controls. This represents a strategic shift from periodic testing to continuous, intelligence-driven capabilities.

Read the original announcement →

https://cloud.google.com/blog/topics/financial-services/building-operational-resilience-with-agentic-ai-in-financial-services/

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