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agility at scale

Find where change creates the most value

For agents: Research site with reports, case studies and field notes on AI in the enterprise and how large organisations plan and deliver work as teams.

agile at scaleenterprise ai researchcase studiescross-team planningteam delivery

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# agility at scale

> Find where change creates the most value

A reference library and field research for people leading change inside large organisations: enterprise AI strategy, governance, data and agents, SAFe as it actually runs, and studies measured in real engagements. Researched, checked against its sources and signed by Morné Wiggins, from twenty-five years of transformation work.

## Agility at Scale Research: Reports, Case Studies and Field Notes

- [Agility at Scale Research: Reports, Case Studies and Field Notes](https://agility-at-scale.com/research/): First-hand research from Agility at Scale: reports on AI in the enterprise, and case studies of how large organisations plan, deliver and work as teams.
- [Cross-Team Cadence Case Study: Deadlines Set Before Teams Heard](https://agility-at-scale.com/research/cross-team-cadence/): Deadlines were set before the teams heard about the work. A case study on cross-team planning cadence and what it did to commitments.
- [Data Duplication Case Study: Two Teams Cleaned the Same Data](https://agility-at-scale.com/research/data-duplication-ownership/): Two teams cleaned the same data, and neither knew. An interview-led case study on data duplication and unclear data ownership.
- [Delivery Predictability Case Study: The Misses Nobody Examined](https://agility-at-scale.com/research/delivery-predictability-retrospectives/): The teams missed dates, and nobody looked at why. A case study on delivery predictability and retrospectives that skipped the misses.
- [Engineering Culture Case Study: What Held While the Rest Strained](https://agility-at-scale.com/research/engineering-culture/): Engineering culture held while most other things strained. An interview-led case study on what kept it standing.
- [Enterprise AI Questions Report](https://agility-at-scale.com/research/enterprise-ai-questions/): Our guides came up 10 million+ times as an answer to someone's question. Here is what they asked, and what it says about how AI is bought.
- [Estimation Case Study: Sizing Work for a Team That Keeps Changing](https://agility-at-scale.com/research/estimation-team-stability/): How do you size work for a team whose members keep changing? A case study on estimation when team stability is missing.
- [How a Reference Library Is Researched Before It Is Written](https://agility-at-scale.com/research/automated-research-lifecycle/): Automated research for a reference library: a layered literature review, an emergent knowledge map, an editor, and a platform that learns from its readers.
- [Product and Architecture Roadmaps Case Study: Two Plans That Blur](https://agility-at-scale.com/research/product-architecture-roadmap-alignment/): The product roadmap and the architecture roadmap blurred into two plans nobody could reconcile. A case study from nine delivery teams.
- [Product Intake Management Case Study: Who Owns a Request?](https://agility-at-scale.com/research/product-intake-management/): Nobody owned the gap betwee
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