Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Apidays Helsinki 2024 - Data, API’s and Banks, ...

Apidays Helsinki 2024 - Data, API’s and Banks, with AI on top by Sergio Giraldo, ING

Data, API’s and Banks, with AI on top
Sergio Giraldo, IT Lead - ING

Apidays Helsinki & North 2024 - Connecting Physical and Digital: Sustainable APIs for the Era of AI, Super and Quantum Computing (May 28 and 29, 2024)

------

Check out our conferences at https://www.apidays.global/

Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8

Learn more on APIscene, the global media made by the community for the community:
https://www.apiscene.io

Explore the API ecosystem with the API Landscape:
https://apilandscape.apiscene.io/

apidays

May 31, 2024
Tweet

More Decks by apidays

Other Decks in Technology

Transcript

  1. “ ” I WILL GIVE YOU ANY DATA, ANY TIME,

    IN ANY FORMAT, EASILY SÉRGIO GIRALDO – APIDAYS 2024 3
  2. Move from architectures that are technically oriented to architectures that

    are domain oriented SÉRGIO GIRALDO – APIDAYS 2024 4
  3. SÉRGIO GIRALDO – APIDAYS 2024 7 Data mesh Data as

    Product Governance Self-service platform Domain driven architecture
  4. - Each domain has its own taxonomy, its own naming

    convention, its own business rules, etc - Each domain has its own interfaces - IT landscape is standardized to an extent - Connecting applications is not trivial SÉRGIO GIRALDO – APIDAYS 2024 8
  5. SÉRGIO GIRALDO – APIDAYS 2024 10 - What is a

    data product? - What is a data contract? - What is a data consent? - What is a service agreement? - How to trace data? - Single language throughout domains
  6. SÉRGIO GIRALDO – APIDAYS 2024 11 - Orchestration - Data

    lineage - Scheduling and realtime - Monitoring
  7. SÉRGIO GIRALDO – APIDAYS 2024 12 - LLM trained with

    Confluence pages - Tailored to integration interactions
  8. SÉRGIO GIRALDO – APIDAYS 2024 13 Governance Data contracts Data

    agreements specifications Marketplace Data Products Domain A Domain B Domain B Enterprise Memory Data Product service Cfg B Publisher service Exchange service DP metadata Security & Compliance Delivery service Data Lineage service Prompt Interpreter service Kafka Files API … Cfg A Query metadata Need data from A Domain C Discover