Field notes on Learning Operations, AI workflows, LMS strategy, content systems, and measurement for L&D teams that need to move faster and prove value.
Subscribe Free See GuidesHow to rebuild Learning Operations around AI without turning L&D into a tool demo or a content factory. 86,000 words synthesizing 30+ frameworks into one implementable playbook.
I build L&D operating models for companies scaling through the AI era. Strategy audits, operating model builds, and fractional engagements for US and global teams. Writing this newsletter is one thing. Helping you build it is another.
Complete implementation guides for the AI tools L&D teams are actually using.
A 15-part field guide to using Claude and Cowork in your daily L&D work. Covers every setting, feature, and workflow that matters — from setting up Projects and personalizing Claude for your content style, to running your first Cowork session and 10 real-world L&D scenarios.
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A 37-part guide to using Copilot across every M365 app. Covers Word, Excel, PowerPoint, Teams, Copilot Studio, Power Automate, Viva, SharePoint grounding, and more — with prompt libraries, IT admin checklists, and competitor translation guides.
Free PDF Guide
A 27-part implementation guide for L&D teams moving from ChatGPT to Gemini. Covers the full Google AI ecosystem — Gemini, NotebookLM, Canvas, Deep Research, Gems, and Workspace integrations — with real L&D scenarios throughout.
Case studies and strategic analysis from 4.5 years leading a 26-person global L&D team.
Learning Technology
The AI tools were 30% of the equation. The other 70% was systems thinking, planning, accountability, and trust.
SME Management
The bottleneck isn't the SME. It's the process we built around them.
Content Systems
12x content scaling in one year. What we built, what broke first, and what actually drove the number.
☕ 24-minute read Google rolled out their I/O 2026 keynote, and I had the same reaction a lot of us probably had. Half excitement, half low-grade dread about another model cycle we have to absorb while we’re already up to our eyes in roadmaps, content debt, and...
☕ 12-minute read Six months ago, Claude Opus 4.5 shipped, and a lot of us in L&D treated it the way we treat most model releases. We noted it, maybe poked at it for an afternoon, and went back to whatever we were already doing. Then 4.6 landed. Then 4.7. And a...
☕ 11-minute read Google had a quiet April by announcement standards. No single headline dominated. But three releases landed that will change how L&D teams work -- not in theory, not eventually, but right now if you know where to look. Video generation is buil...
Learning, Upgraded covers intake, workflows, AI use, LMS operations, content systems, and measurement. Written by Eian Newland, an L&D systems builder who has led a 26-person global team, scaled content 12x, cut development cycle time 31%, and managed three LMS migrations.
I write about messy intake, slow SME review, AI workflows, LMS friction, content scale, measurement, and the systems behind better learning.
No vendor hype. No generic AI takes. Just practical ways to make L&D work better.