Kuldeep Paul

Kuldeep Paul

Agentic AI | LLM | Product Management | Product Marketing | Data Science | SaaS
Top 5 Enterprise AI Gateways for Semantic Caching and Dynamic Routing for Cost Optimization of AI Applications

Top 5 Enterprise AI Gateways for Semantic Caching and Dynamic Routing for Cost Optimization of AI Applications

As production AI applications scale, two infrastructure challenges dominate engineering budgets: redundant LLM API calls and inefficient provider routing. Organizations running high-volume inference workloads routinely overpay due to repeated queries hitting provider APIs instead of being served from cache, and static routing configurations that ignore real-time provider performance. AI gateways
Kuldeep Paul