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The Future Of Software Will Be Defined By Stewardship

Enterprise software abundance is creating a new job: the steward. Here's what that means for your team.

Paper-cut illustration of a coral software window opening into a three-dimensional drafting space.
New tools for building and creating with AI.AI illustration by KeyNews
The KeyNews take

Why it matters

As AI makes code creation cheap and plentiful, the constraint shifts from creation to governance. Forrester research identifies 'stewardship' — curation, quality control, compliance — as the defining challenge of the next era of enterprise software, reframing how teams must operate.

The key facts

10 to know
  1. Forrester research summer 2026 by Diego Lo Giudice and colleagues

  2. Core paradox: abundant AI-generated code creates simultaneous abundance of unwanted outputs

  3. Stewardship (governance, curation, compliance) becomes the bottleneck, not code creation

  4. Implies workforce role shift: engineers move from makers to quality gatekeepers

  5. No specific metrics, deployment data, or vendor product launches disclosed

  6. Forrester research summer 2026: AI abundance creates 'paradox — get more of what you want, also more of what you don't want'

  7. Framed as enterprise software stewardship challenge

  8. Co-authored by Diego Lo Giudice and unnamed Forrester analyst

  9. No specific deployment data, metrics, or customer examples disclosed

  10. Think-piece / research synthesis, not original reporting

Go to the source

Forrester Blogforrester.com

Publisher excerpt: This summer, my colleague Diego Lo Giudice and I explored a deceptively simple question: What happens to enterprise software when AI makes software creation abundant? We found a paradox: Get more of what you want, and you also get more of what you don’t want. Get More Of What You Ask For AI writes…
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