For operators and leaders: detect and prevent intent drift with reasoning lineage and semantic checkpoints so automation scales clarity instead of confusion.
For operators and leaders: detect and prevent intent drift with reasoning lineage and semantic checkpoints so automation scales clarity instead of confusion.