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# How AI Is Forcing Enterprise Software Into a Stewardship Model
- URL: https://adjacent.media/signals/how-ai-is-forcing-enterprise-software-into-a-stewardship-model/
- Published: 2026-10-10T22:13:23.000Z
- Updated: 2026-10-10T22:13:23.000Z
- Description: Enterprise software vendors are moving away from feature-driven roadmaps toward “stewardship”—actively managing how AI systems interact with business workflows and data—because AI’s unpredictability and autonomous behavior make traditional vendor-customer relationships obsolete.
- Author: Jonathan Greene
- Tags: #signal, theme-ai, ai model capability, enterprise software strategy, ai alignment

Source: [Featured Blogs - Forrester](https://www.forrester.com/blogs/the-future-of-software-will-be-defined-by-stewardship/?ref=adjacent.media)

Enterprise software vendors are moving away from feature-driven roadmaps toward "stewardship"—actively managing how AI systems interact with business workflows and data—because AI's unpredictability and autonomous behavior make traditional vendor-customer relationships obsolete. Future software contracts will price in ongoing governance, risk mitigation, and behavioral monitoring rather than static capabilities. Vendors that credibly demonstrate active behavioral stewardship gain lock-in; those that don't face liability and churn.