DeepSeek didn’t just make models cheaper. It made AI sprawl inevitable.

Over the last 18 months we’ve watched Eastern open weights ecosystems evolve differently to Western “premium platform” models.

The result is a messy reality most teams are not instrumented for:

> Model portfolios,

> Caching discounts, and

> RAG pipelines spreading across the estate with almost no audit trail.

If you had to fix one thing this quarter, would it be a model gateway, AI observability, or retrieval corpus ownership?

Check out this weeks video edition of www.datapro.news

7:42

0 comments

skool.com/data-innovators-exchange

Your source for Data Management Professionals in the age of AI and Big Data. Comprehensive Data Engineering reviews, resources, frameworks & news.

Leaderboard (30-day)