Enterprise application vendors now set pricing for AI agent activities. They also control API access to enterprise data. Vendors increasingly govern agent interactions across systems. Costs can escalate quickly as agent activity grows. SAP restricts third-party agents to approved API paths. Workday prices task completion five times higher than retrieval. Vendors may require proprietary gateways for external agents. Enterprises risk losing control over pricing and governance once agents are embedded. CIOs must negotiate terms before adoption turns into dependency. Six key rights must be secured before scaling agents. Enterprises should verify agent value beyond activity metrics. Contracts must define supported routes and mandatory gateways. Enterprises need the ability to disable agents independently.
What changed
Per-license pricing models for enterprise AI agents were the norm.
What it unlocks
Enterprises can now negotiate pricing, access, and governance terms for AI agents before dependency sets in.
- $0.10 per action (Salesforce Agentforce)
- 0.02 AI units per action (SAP)
- 5x rate for task completion vs. retrieval (Workday)
What you need to act on it
- agent adoption in enterprise business processes
- vendor control over pricing, access, and governance
Sources