Total Cost of Ownership for LLM Infrastructure Options
Where you run your LLM gateway determines who pays the operational cost.
Lena Mbeki
Section
AI Infrastructure Build vs. Buy
6 stories in AI Infrastructure Build vs. Buy.
Migrating from Direct Provider APIs to a Gateway Layer
Consolidating provider APIs through a gateway eliminates sprawl and enables cost control.
Clara Ford
AI Infrastructure Requirements for SOC 2 Compliance
How agentic AI breaks traditional SOC 2 controls and where gateways fit.
Simone Ashworth
Multi-Tenant AI Infrastructure for SaaS Products
Isolate tenant data and costs at the gateway layer before your infrastructure scales into chaos.
Naomi Osei
Engineering Cost of Maintaining a Self-Hosted AI Gateway
Self-hosting an AI gateway trades upfront simplicity for ongoing staffing and infrastructure costs.
Emeka Rahman
Self-Hosted LiteLLM vs Managed LLM Gateway
Weigh engineering costs and compliance risks before choosing self-hosting over managed gateways.
Felix Bennett