OneStream Delivers on a Modern Agentic Architecture
The first wave of enterprise AI was generative models bolted onto applications. The second was narrow point-solution agents, capable but stranded from the rest of the stack. What’s arriving now is something else: context-aware, interoperable agentic systems grounded in the data, rules, and security models the underlying applications already hold. The products OneStream rolled out […]
From Digital Natives to Digital Learners: Using NotebookLM to Support Universal Design for Learning
Educators have been told that today’s students are “digital natives.” The assumption is that because students grew up with smartphones, social media, and constant connectivity, they intuitively know how to use technology effectively. In practice, many educators know this assumption is flawed. Students may be highly proficient at consuming digital media, but many struggle with […]
The AI Adoption Gap Is Becoming an Organizational Design Problem
AI adoption is getting weird inside companies. Not slow. Not fast. Uneven. In one corner of the organization, people are using AI every day: drafting briefs, summarizing calls, cleaning spreadsheets, writing code, and testing ideas. In another corner, people are still waiting for approval to use a basic assistant. That difference matters. Not because every […]
WACUBO 2026: Transformational Leadership in Higher Education
Last week was my first WACUBO Annual Conference, but I felt right at home. The annual gathering of business officers from colleges and universities across the western US exemplified one of the things I’ve come to appreciate about higher ed conferences: how much of the value sits outside the program. Our community shows up willing […]
Ellucian Live 2026 in Denver: A Conference About Consolidation, Pressure, and Position
Ellucian Live 2026 in Denver signaled a company working to reinforce its position in a market that remains unsettled. What Did Ellucian Announce at Ellucian Live 2026? The messaging focused on modernization, AI, and platform simplification. Those themes are familiar, but the context has shifted. Institutions are making decisions under tighter budgets, constrained staffing, and […]
Workday Innovation Summit 2026 and Workday 4.0
Workday’s Innovation Summit this spring brought industry analysts and customer advisors together for two days focused on a single topic: what enterprise-grade agentic AI actually looks like, and what it will take to deliver it responsibly. One analyst called it “the most innovative Workday Innovation Summit yet.” The pace of product news, the directness of […]
Kuali Days 2026: A Company the Market Should Reconsider
Kuali Days 2026 was not just a user conference. It was a signal that Kuali, Inc. is entering a new phase. The leadership transition was central to the event. Rishi Rana introduced himself as Kuali’s new CEO with a message focused on execution, continuity, and customer value. The tone was measured and practical. There was […]
Vendors: Prioritize Enterprise Planning
A few weeks ago, I argued that higher education’s expectations of technology vendors are too low. Most institutions, and most vendors serving them, are still having the wrong conversation. They stay focused on transactions and user experience: better HR workflows, cleaner financial reporting, faster close, fewer manual touches. But that is not enough to separate […]
The Exact Moment AI Projects Die (And Why It’s Not Technical)
It’s not during the build. It’s not during the pilot. It’s not even during the demo, which usually goes well. It’s in the week after the demo. When the email goes out asking for a timeline on next steps. And the organization discovers it has no good answer. The Pattern Most AI pilots succeed on […]
Higher Education’s Credibility Runs Through Outcomes
At the ASU+GSV Summit, a collaboration between Global Silicon Valley (GSV) Ventures and Arizona State University (ASU), there was no shortage of ideas. The Gap between Institutional Reality and Student Expectations Higher education needs spaces where people can test assumptions, share new approaches, and challenge old models. What stayed with me, though, was not just […]
