Why AI Performance Drops After Launch

It's not the model — it's the data pipeline.

Missing Context

Key information is lost in messages, support tickets, or even code

Stale Data

Training sets freeze while real-world workflows evolve.

Weak Retrieval

The right info exists but isn't found or ranked correctly.