E-commerce, retail and online marketplaces.
Ingka reports leader-focused workshops on digital ethics, 649 senior leaders engaged in ethical AI sessions, and broader AI governance frameworks.
Ingka provides specialised training for roles more likely to involve high-risk AI use, including targeted training on prohibited uses, responsible use and ethical implications.
Ingka offers a 30-minute Say Hej to AI e-learning for all co-workers covering AI in society, terminology, ethics, using AI tools and prohibited uses.
Kaufman's April 2025 memo framed AI upskilling as necessary for retaining a job at Fiverr.
Micha Kaufman's April 2025 memo was addressed to Fiverr employees (not freelancers). Explicit link between AI upskilling and continued employment.
Amazon Q Developer saved an estimated ~4,500 developer-years and $260m in annualised efficiency gains from Java-modernisation work alone.
Jassy's June 2025 memo told employees Amazon expected the corporate workforce to shrink as agents and generative AI take on more work. GenAI is an expected baseline capability.
All Shopify employees are expected to use AI reflexively in daily work. Prototyping happens in the GSD phase using AI. AI questions were added to performance and peer reviews.
Lutke's memo (7 Apr 2025) introduced reflexive AI use as a company-wide baseline expectation. Employees who do not use AI reflexively fall below the memo's stated baseline.