Automating the Data Architect: Generative AI for Enterprise Data Modeling

Speaker: Jide Ogunjobi (Founder & CTO at Context Data)
This tech talk is a part of the Data Engineering Open Forum at Netflix 2024. As organizations accumulate ever-larger stores of data across disparate systems, efficiently querying and gaining insights from enterprise data remain ongoing challenges. To address this, we propose developing an intelligent agent that can automatically discover, map, and query all data within an enterprise. This “Enterprise Data Model/Architect Agent” employs generative AI techniques for autonomous enterprise data modeling and architecture.
If you are interested in attending a future Data Engineering Open Forum, we highly recommend you join our Google Group (groups.google....) to stay tuned to event announcements.

[@TheImmaculate84]

This is really cool. Great high level summary of what there is to know about modelling and AI. Thanks Jide

[@AntonBryzgalov]

Too few details on how the model was actually trained. One of the slides says OpenAI -> Weaviate. How does it actually happen? Weaviate is just a database after all: how the queries towards it are built? A blogpost with details will be highly appreciated. The idea is great but some additional technical details have to be disclosed.

[@VikrantVerma22]

Can you share the paper/blog link please? thx.

[@josenavio6445]

amazing

[@djangoworldwide7925]

I'd expect Netflix's channel to upload better resolution and size of the slides. :/