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All issuesVolume 341, Issue 3IT NewsTechstrong.ai

Survey Surfaces Little Consensus on How to Pay for AI Embedded in Applications

Techstrong.ai, Monday, August 17th, 2026

Enterprise IT leaders remain split between per-user, consumption and outcome-based AI pricing models.

A Futurum Group survey of 833 IT decision makers reveals fragmented pricing preferences: 42% favor per-user monthly fees while 58% prefer consumption-based (37%) or outcome-based (21%) models.

The enterprise applications market is projected to grow from $592.4 billion in 2025 to $1.1 trillion by 2031.

AI customization capabilities may reduce pressure to build applications from scratch. Organizations continue experimenting to determine optimal pricing structures.

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