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)

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Transcript

3. • • • • • • • • • •
4. “ ” I WILL GIVE YOU ANY DATA, ANY TIME, IN ANY FORMAT, EASILY SÉRGIO GIRALDO – APIDAYS 2024 3
5. Move from architectures that are technically oriented to architectures that are domain oriented SÉRGIO GIRALDO – APIDAYS 2024 4
6. SÉRGIO GIRALDO – APIDAYS 2024 5
7. SÉRGIO GIRALDO – APIDAYS 2024 6 Data Lake
8. SÉRGIO GIRALDO – APIDAYS 2024 7 Data mesh Data as Product Governance Self-service platform Domain driven architecture
9. - 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
10. SÉRGIO GIRALDO – APIDAYS 2024 9 - Reusable libraries - Build connectivity only once
11. 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
12. SÉRGIO GIRALDO – APIDAYS 2024 11 - Orchestration - Data lineage - Scheduling and realtime - Monitoring
13. SÉRGIO GIRALDO – APIDAYS 2024 12 - LLM trained with Confluence pages - Tailored to integration interactions
14. 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
15. • • • • • • • • • •
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17. /SERGIORGIRALDO /SERGIORGIRALDO