Sayali Patil
Guest Author
Sayali Patil is an AI infrastructure and product leader.
Context decay, orchestration drift, and the rise of silent failures in AI systems
The most expensive AI failure I have seen in enterprise deployments did not produce an error. No alert fired. No dashboard turned red. The system was fully operational, it was just consistently, confidently wrong. That is the reliability gap. And it is the problem most enterprise AI programs are not built to catch.