Thursday, March 12, 2026

Evaluating the True Economics of AI Workflows: A Focus on Cost per Outcome

Unlocking AI Economics with Botanu: A New Paradigm for Measuring Success

As the technical founder of Botanu, I’m on a mission to redefine AI cost analysis by focusing on outcomes rather than just calls and retries. My journey began with a simple question: “What does a successful business outcome truly cost?”

Key Insights:

  • Event Tracking: Each business intent (like resolving a support ticket) is represented by an event_id.
  • Comprehensive Cost Analysis: We measure the total cost per outcome, including failed attempts, to give a clearer financial picture.
  • Enhanced Engineering Practices: Teams can experiment with models, compare architectures, and optimize costs effortlessly.

With Botanu, we bridge the gap between engineering and business by providing insights into:

  • Unit economics of AI features
  • Cost per customer interaction
  • Strategies for outcome-based pricing

I’m eager to hear your thoughts on measuring AI economics in production. Let’s connect and discuss! Share your insights below!

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