---
url: https://www.adoptionlab.ai/resources/ai-adoption-roadmap/re-envision/loop-back/
title: "Loop back for the next wave | re-Envision | AdoptionLab.AI"
description: "re-Envision, phase 5 of the 5E Model for human-centered AI adoption. A loop, not a ladder."
generated: 2026-10-22T16:29:41.213Z
---[AI Adoption Roadmap](/resources/ai-adoption-roadmap) / [5. re-Envision](/resources/ai-adoption-roadmap#re-envision)
Phase 5: re-Envision
# Loop back for the next wave
A loop, not a ladder.
AI arrives in waves. When a new capability lands, return to Explore and run the loop again. Each pass is faster because the judgment is already built. The lasting prize is not any one process. It is your team's ability to notice a new capability, judge it, and put it to work.
[← Share what you learned](/resources/ai-adoption-roadmap/re-envision/share-what-you-learned) [Loop back to Explore ↻](/resources/ai-adoption-roadmap#explore)
More in re-Envision
- [Treat freed capacity as an asset](/resources/ai-adoption-roadmap/re-envision/not-a-layoff-plan)
- [Reassess how work gets done](/resources/ai-adoption-roadmap/re-envision/reassess-how-work-gets-done)
- [Redesign roles with the people in them](/resources/ai-adoption-roadmap/re-envision/co-create-roles)
- [Redesign the middle layer](/resources/ai-adoption-roadmap/re-envision/redesign-the-middle-layer)
- [Reimagine your value](/resources/ai-adoption-roadmap/re-envision/reimagine-your-value)
- [Lead with transparency](/resources/ai-adoption-roadmap/re-envision/lead-with-transparency)
- [Share what you learned](/resources/ai-adoption-roadmap/re-envision/share-what-you-learned)
- [Loop back for the next wave](/resources/ai-adoption-roadmap/re-envision/loop-back)
[See all five phases →](/resources/ai-adoption-roadmap)
Go deeper in the booklet
A Leader's Roadmap to Human-Centered AI
The re-Envision chapter walks through this phase with a worked example, plus the field kit: survey, rubrics, and worksheets.
[Get the booklet on Amazon →](https://www.amazon.com/dp/B0FXGN86YZ)