ICONIQ State of AI: Bi-Annual Snapshot Report

In this episode, the Metrics Brothers, Dave "CAC" Kellogg and Ray "Growth" Rike dive deep into the ICONIQ State of AI: Bi-Annual Snapshot Report. Published in January 2026, this 44-page report summarizes insights from ~300 software executives on the front lines of building and scaling AI products.

Ray and Dave explore a market transition from experimental model races to the challenge of building durable, economically sound products. Key discussions in this episode include:

• Differentiation Beyond the Model: Why 69% of builders are focusing on vertical AI applications and why 49% cite the application layer (UX and workflows) as their primary competitive edge over the underlying model.

• The Gross Margin "U-Curve": A look at the shifting economics of AI, where aggregated gross margins are projected to climb to 52% by 2026, even as inference and infrastructure costs remain significant hurdles.

• Pricing Evolution: The rise of outcome and usage-based pricing, with only 23% of companies still relying on seat-based models as customer demand shifts toward value-aligned monetization.

• AI as an Internal Force Multiplier: How R&D teams are leading internal adoption, with 83% of companies now measuring success through productivity gains and 59% through direct cost savings.

Whether you are a CEO or CFO navigating AI product gross margin concerns or a GTM leader rethinking your proof-of-concept strategy, this episode provides the benchmarks you need to understand the "new phase of maturity" in the AI market.

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