Episode 13: Your AI Bill Shouldn't Scare You

Most operators looking at AI see the headline pricing and budget for that. What they miss is the way AI tools actually charge, which is by token consumption. Long chatty inputs and detailed outputs both consume tokens, and the bill arrives at the end of the month based on what you used.

The fix is not about using less AI. The fix is matching the model you are using to the task you are trying to accomplish.

What you'll hear:

- Why AI bills surprise operators and what's actually being measured (tokens, not seats)

- The three model tiers - premium, workhorse, budget - and how they price differently

- A real comparison where the same task cost $1,000 on premium and $42 on budget

- Three questions for matching the model to the task (complexity, volume, judgment)

- How caching and batching compound the savings

- A real example of how SOS Signals uses all three tiers in a coordinated workflow

The framework is a compressed version of Decision Four in The High-Stakes AI Playbook. The book covers the full build versus buy decision tree and the architecture choices that determine whether AI is a cost line or a profit lever.

The manuscript is open for early access reads. Reply to the newsletter or DM me on LinkedIn for a copy.

Find more at outboundsos.com

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