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campbell.macdonald's avatar

I love pushing outcomes and have even thought about pricing my product based on outcomes. The challenge with many products is that “outcomes” can be tricky to evaluate and the causality difficult to attribute accurately. In our particular case, the feedback loop is measured in years or decades. Instead, insights are available almost right away ¯\_(ツ)_/¯

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Sean Byrnes's avatar

Agreed, outcome based pricing is hard if the customer has complete discretion over whether the outcome was achieved. Even so, many new AI companies are priced on outcomes and it works well, as long as the price is high enough.

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campbell.macdonald's avatar

As long as the price is high enough or the outcome is legible enough?

Does it matter how high the price is if you can never show an outcome or enough of them?

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Sean Byrnes's avatar

Even with outcome based pricing you can ask for payment up front (at least partial). I see a lot of AI companies do that, with a $250k ACV and 1/2 up front.

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campbell.macdonald's avatar

Agreed! So we are selling insights right? :)

I get your point tho.

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campbell.macdonald's avatar

Ok I hadn’t considered that (tho i get the model) if the target is analyst headcount reduction. But the real outcome is investment and (long loop) better investments.

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Sean Byrnes's avatar

Agreed, but investors would never buy that. If they did, they would admit they weren't necessary. And, if you could deliver that outcome, you wouldn't sell it!

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Sean Byrnes's avatar

In my experience, the outcomes that matter are the ones that get the buyer promoted at their company.

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campbell.macdonald's avatar

The second one sounds like an outcome. The first one, not so much.

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Sean Byrnes's avatar

Analysts are measured by how many investment targets they identify. By committing to N it is an analyst headcount equivalent.

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campbell.macdonald's avatar

Can you share which companies or what kind of outcomes they are offering?

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Sean Byrnes's avatar

I'm not sure I can share specifics but I'll check. The short version is that they often sell like consulting companies:

- A company that sells to hedge funds and commits to identifying N target investment options

- Workflow automation that commits to outperforming the accuracy and throughput of human workers, leading to a N headcount equivalent productivity

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P.K. Mishra's avatar

This is a helpful post! Thanks Sean.

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