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AI Rewrites Software Pricing: Outcomes Over Seats
24 Dec
Summary
- Software pricing shifts to outcome-based models.
- Success metrics will be agreed upon by users and vendors.
- AI is driving leaner engineering teams and new development processes.

The software industry is on the cusp of a significant pricing evolution, moving away from conventional per-seat licenses towards models based on achieved outcomes. This new paradigm necessitates a collaborative agreement between users and vendors on success metrics, ensuring that pricing directly reflects the value delivered. Companies like Zendesk are pioneering this by focusing on metrics such as "automated resolutions" without human intervention, creating a more accountable pricing structure.
This transformation is propelled by the pervasive influence of Artificial Intelligence, which is not only altering how software is purchased but also how it is developed. Analysts predict that AI will lead to more efficient software engineering processes, with leaner teams capable of producing more output. This evolution means that software development lifecycles are collapsing, requiring a re-evaluation of existing processes, metrics, and training to support AI-first workflows.




