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Salesforce Insights in 5 MinutesIssue #196For architects

Is Salesforce AI Pricing Encouraging Bad Architecture?

Salesforce is pushing structured, secure ways for AI agents (like Claude or ChatGPT) to tap into its platform, using things like AIforce, MCP, and the Headless Toolkit. Makes sense - safer and easier to manage. But here's the catch: Salesforce also plans to charge Flex Credits whenever those AI agents actually use this proper, governed access via MCP or direct APIs. So companies end up with a financial reason to avoid the very method Salesforce says is the safest and cleanest. That could push people toward messier workarounds instead - meaning the pricing model might actually work against good AI architecture.

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