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The Case for Outcome-Based Billing Models for AI Agents

By

rajvarkala

5mo ago· 5 min readenInsight

Summary

The article discusses the concept of "outcome-billing" for AI agents, arguing that AI developers should be compensated based on the actual value and outcomes their AI agents deliver rather than traditional usage-based billing. The author takes a skeptical view of AI's true intelligence but acknowledges its utility, particularly in areas like customer support where AI agents can increase productivity by 30%. The piece introduces the term "digital worker" for AI agents and advocates for a billing model that aligns developer incentives with customer success, suggesting this approach will lead to more effective and valuable AI solutions.

Key quotes

· 5 pulled
On the spectrum of 'Is AI intelligent and able to reason?', I fall on the skeptical side. But is it useful? Absolutely.
If AI agents help each support employee handle 30% more tickets, that's a clear, measurable outcome.
'Digital worker' is, in fact, a fitting neologism for the AI agent.
The world is currently witnessing the transformative potential of AI agents in customer support and coding, to some degree.
What is the value you create? Let's find out.
Snippet from the RSS feed
'Digital worker' is, in fact, a fitting neologism for the AI agent...

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