AllAnalysisPlaybooksPerspectiveAI NewsMercova News
Topic AI Cost & Infrastructure ▾
All topicsAI StrategyAI Cost & InfrastructureCustom SoftwareMarTechIndustry Playbooks
Home › Insights › Topic › AI Cost & Infrastructure
Topic hub

AI Cost & Infrastructure

Unit economics, model routing, prompt caching, request batching, GPU vs. API tradeoffs, and the architectural discipline that keeps AI margins intact as you scale.

1
Pieces published
5
Content types covered
Weekly
Publishing cadence
Analysis AI Cost & Infrastructure

How do you keep AI model spend from eating your margin?

The four cost-control disciplines every production AI system needs — model routing, prompt caching, batching, and per-account cost ceilings.

10 min · Aug 20, 2026

Related topic hubs

→ AI Strategy → Custom Software → MarTech → Industry Playbooks

Want this applied to your stack?

Book a 30-minute strategy call. We'll audit where you are and give you a concrete plan.

Book a Strategy Call