Guides:Why AI spend belongs in a SaaS Management platform
Token consumption, model selection, and spend data are scattered across various vendor portals. There’s no doubt that managing AI costs is different from traditional SaaS contracts.
The result? A gap in visibility and control. Finance sees a charge without knowing what drove it, while IT sees an application without knowing who has access.
This guide explores why controlling AI spend belongs in a SaaS Management platform and how a centralized view helps teams understand what is in use, who owns it, what is driving cost, and how to keep spend within budget.
In this guide, you’ll learn how to:
Identify why AI spend is harder to manage than traditional SaaS applications
Define the visibility, control, attribution, and governance needed to manage AI spend
Compare homegrown solutions, AI vendor tools, expense platforms, and SaaS Management platforms
Assess how a SaaS Management platform connects AI spend to the broader SaaS environment
Use 1Password AI and SaaS Manager to monitor spend, set budgets, and govern consumption