Why outcome-billing makes sense for AI Agents

Re:Why outcome-billing makes sense for AI Agents by andy99 on Wednesday December 17, 2025 @02:53PM (#46304638)

Is this actually different from just guaranteeing some metrics? Like if you have a document processing “agent” that extracts fields from forms, you’d have an accuracy threshold and have some checks set up to verify this?

Does “outcome billing” amount to anything different?

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Re:Why outcome-billing makes sense for AI Agents by rajvarkala on Wednesday December 17, 2025 @03:01PM (#46304746)

I think what you described would be a good definition of outcome. But, Who bills customers that way if you think about software providers? The prevailing models are fixed fee , hourly fee or infra-spend fee.

There is an argument to be made that SaaS tools tap the tool budget whereas AI agents can tap the worker budget of companies.

I am looking to understand more nuances here.

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