NYC Tech Week · Building LLM-Powered Products

From Prototype to Production:
What Actually Changes

Building production AI workflow systems — what the architecture actually required.
Routing
State
Context
Caching
Feedback
Evals
Shilpi Nayak Founder & Managing Partner, 434 VC  ·  15+ yrs building large-scale systems at Google, Akamai, Intel
Production AI Workflow Layer
Live Conditions
Routing
State
Context
Cache
Feedback
Evals
Observability
RouteBefore answer
GroundBefore trust
LearnAfter failure