Building a GenAI demo is easy. Building reliable enterprise AI systems is an entirely different challenge.

This session uncovers the hidden engineering problems teams encounter while deploying AI systems in production environments. Rather than focusing on hype, this talk dives into the operational realities of modern AI engineering.

Topics include:
Token explosion and context limits
Latency bottlenecks
Prompt drift
Memory inconsistencies
AI cost unpredictability
Evaluation challenges
AI observability
Governance and compliance
Failure recovery architectures
AI system debugging

Attendees will gain practical strategies, architecture patterns, and engineering insights rarely discussed in mainstream AI conversations.