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 ASN_BANK-Four_become_One__Impact_of_Agentic_AI_at_ASN_Bank.pdf

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September 17, 2025

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Transcript

  1. Four become One Impact of Agentic AI at ASN Bank

    Steven Laan 15 September 2025

  2. 2 • Steven Laan • Business Lead AI (ASN Bank

    since July 1st) • Lead Data Scientist (Volksbank since 2019) • Product Owner Advanced Realtime Analytics (ING 2014-2019) • Teaching / Lecturing Introduction

  3. • Platform migration • Data migration • Code migration •

    Digitalisation 15 September 2025 4 Legacy migrations

  4. GenAI is not doing the migration for you But it

    can assist

  5. 15 September 2025 • LLMs • MMMs • Context window

    • Output length Generative AI Artificial Intelligence Machine Learning Generative AI Agentic AI

  6. Agent Environment State, Reward Action Agents

  7. Possible Tools 15 September 2025 8 APIs Database connections Programmed

    function Computer use

  8. Agentic Architectures 15 September 2025 9

  9. Single agent with tools • Simplest architecture • Span of

    control • Agent Catalog 15 September 2025 10 Database operations API calls Calendar

  10. Hierarchy • Supervisor • Separation of concerns • Abstraction •

    Limited communication 15 September 2025 11

  11. Groupchat / DAG • Complex architecture • Fine-grained communication •

    Specialised agents • Placement of human 15 September 2025 12

  12. Agent Architectures 15 September 2025 13 Agent + tools Hierarchy

    / Supervisor Team chat / Network

  13. Use-cases 15 September 2025 14

  14. 15 September 2025 Policy Analysis Lineage tracing

  15. Policy Agent 15 September 2025 16 Compare definitions across policies

    ⋮ House of Policies Policy files ⋮ Policy Agent Analysis Agent

  16. Lineage Agent 15 September 2025 17 Trace data lineage, meta-data-based

    answers Only meta-data used: no sensitive info Databases Tables Views Reports

  17. Demo Architecture Decisions 15 September 2025 19 Agent + tools

    Hierarchy / Supervisor

  18. Conclusion • GenAI is not a bandaid • It is

    not a swiss army knife • Think: (Team of) eager robot helper(s) • Needs testing, checking, validation 20 15 September 2025

  19. Questions? Thanks for your attention 15 September 2025 Steven Laan

    linkedin.com/steven-laan