How vertical SaaS is redefining enterprise efficiency

Early in my work building software for regulated industries, I learned a lesson the hard way. Efficiency doesn’t come from adding features. It comes from understanding a single challenge more intimately and solving it by narrowing our focus. That approach made the solutions more meaningful. The adoption improved. Support tickets dropped. Customers trusted us more. …

AI isn’t failing, people are failing with AI

In 2018, Google released the AI model BERT, forever changing how machines understood context in a language. BERT, short for Bidirectional Encoder Representations from Transformers, solved a long-standing problem in natural language understanding. Before BERT, researchers needed multiple bespoke models (and datasets) to understand the different contextual meanings of human languages. BERT demonstrated that one…

When speed stops working

For more than a decade, speed defined modern technology leadership. I was in the room when it happened. Board decks rewarded velocity. Executive meetings celebrated acceleration. CIOs were measured by how quickly platforms migrated, products shipped and transformations launched. Speed became synonymous with relevance, and hesitation was framed as risk. But something subtle began to…

6 strategies for accelerating IT modernization

Modernization remains a priority for CIOs, with IT executives saying that legacy systems and outdated infrastructure stymie AI adoption, innovation, and ultimately business growth. Indeed, CIOs cite modernization as a key component of their transformation work, which dominates the agenda of most IT leaders — some 77%, according to CIO.com’s 2025 State of the CIO…