Every AI vendor says they know your industry. The last one that said it cost you a quarter. So you ask about industry first, and that's the wrong test. Fit comes down to five things about how your business actually runs. Your category isn't one of them.
Score yourself
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01
Revenue is behavior
Your revenue comes from thousands of small user decisions: sessions, baskets, renewals, lessons finished. Somewhere in the product there's an economy of prices and incentives, whether anyone tunes it or not. You build lifetime value one habit at a time. That's the work we grew up doing.
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02
Data can settle arguments
Your product throws off enough behavioral data to end an argument with a query, or it would if someone built the instrumentation. Every engagement we run ends in a number somebody owns. That only works if the data can back it up.
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03
The product is never finished
Events, offers, prices, models: you ship to a live audience every week, and the calendar always has more on it than the team can cover. An automated workflow is never finished either, so the same discipline runs both.
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04
Taste has to survive volume
Growth means producing more: creative, offers, lessons, listings. Each time you've tried to scale it, quality slipped. Keeping it good at volume is hard, and fifteen years of liveops was mostly practice at exactly that.
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05
Your operation runs on repeated judgment
Smart people on your team make the same call a hundred times a week: approve this creative, price this risk, schedule this event, answer this ticket. That's the work worth automating. The routine part runs as code, and agents take the calls that need judgment, inside guardrails you set.
We learned all five in free-to-play gaming, where they're at their harshest: millions of users, numbers every day, an economy that breaks if you tune it wrong. If your business has the same traits in a milder form, what we learned there carries over. Gaming, in depth
If you nodded more than once, your industry won't come up on the first call.
A 30-minute call with Patrick
Patrick reads up on your market before the call. Bring your scorecard, and in half an hour you'll both know if it's a fit.