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Challenges in AI Pricing // Expert Voices podcast

On the Expert Voices podcast, I had an engaging conversation with Maxio CEO Randy Wootton about the evolving role of AI in shaping value and pricing strategies for B2B SaaS companies.

I shared insights into common challenges businesses face when integrating AI into their pricing models, particularly the importance of the revenue-net retention metric. Our discussion also emphasized the need for close collaboration between sales and pricing teams to manage customer expectations in this rapidly changing landscape. Accurately pricing the value AI brings is both a challenge and a significant opportunity for today’s tech companies.

Key topics we covered in this episode:

  • Effective pricing and monetization of AI.
  • Net revenue retention as the critical metric for pricing.
  • Challenges of defining pricing models.
  • AI as a service and traditional machine learning models.
  • Importance of a pricing council.
How to Transform Your Pricing Strategy with the Power of Value Conversations

Timestamped Outline

05:01 Navigating market challenges
07:49 Discussing pricing with customers
09:55 CEO’s metric focus in pricing
13:21 Price sensitivity meter
21:28 Defining objectives, aligning with the board, sales strategy.
26:20 Pricing best practices for business success.
27:59 Pricing councils
30:29 SaaS growth levers
37:35 AI’s impact on value and pricing.
43:17 Meditation and strategy.
44:13 “Playing to Win” strategy framework.

Potent Quotables

Understanding Value in Pricing Discussions:

“Value is subjective, it’s relative, and it’s contextual. We really need to keep that in mind when we’re having these conversations.”
— Dan Balcauski
Financial Realities in Business:

“There is no simultaneous number that both maximizes revenue and maximizes profit, assuming that your marginal costs are greater than 0.”
— Dan Balcauski
The Shift to AI and Pricing Dilemmas:

There’s a lot of ambiguity on two sides of the equation that are intricately related to pricing. What is on the value side? What is this thing? How are we going to use it? What is the actual incremental benefit we’re going to get out of it? So all those questions on the value side are existing, and there’s a lot of new questions on the cost side, which B2B SaaS companies haven’t really had to deal with for a while.”
— Dan Balcauski


Want more B2B SaaS pricing and packaging insights? Follow Dan on LinkedIn and Twitter.