AI Adoption Costs Diverge: Tech Rush, Others Cautious
The economics of AI adoption look very different in tech than they do in most other industries. Technology companies expanded rapidly during the pandemic. Many also took on heavier infrastructure demands and absorbed acquisitions that added operational complexity. AI investment is now forcing many of those companies to redirect spending internally. Most other sectors are moving more cautiously. Their operating models are deeply embedded. Token pricing remains unpredictable, and returns from AI deployment still vary widely across workflows. That slower pace should not be mistaken for lack of interest. Pressure from boards and competitive markets continues to build across industries. https://lnkd.in/gir9eKmz #AI #Leadership
Agentic AI's Cost Curve Will Redefine SaaS Competition
A lot of attention is going to product features and market positioning. The more consequential variable may be cost. Agentic AI introduces a moving expense curve into software businesses that were built on predictability. That curve has not settled yet....
Human Value Shifts to AI Supervision and Coordination
If AI agents handle the front line, attention shifts to the layers above. Human roles that manage escalations, guide decisions, and oversee workflows take on greater weight. Beyond that, new roles emerge to coordinate systems where people and agents operate...
Liberal Arts Skills Will Lead AI Management Revolution
Most executives are focused on what AI can automate. A more interesting question is who will manage it well. Human-AI workflows need people who can frame problems, test reasoning, detect manipulation, communicate clearly, and guide decisions under ambiguity. That is...
Solve Real Problems, Upskill Your Team with AI
Practical AI projects create two returns at once. They improve the business while helping the workforce build new capabilities. When teams use AI to solve operating problems, they learn prompting, evaluation, judgment, collaboration, and implementation. That kind of learning tends...
AI Enhances Decision-Making Without Replacing Human Judgment
The earliest value from enterprise AI may come from stronger decision processes. Ask teams to define a problem clearly, develop their own proposals, then use AI to critique the thinking, surface blind spots, and present additional options before decisions are...
Break Blame Cycles with Truth, Listening, and Boundaries
When public discourse becomes saturated with blame, many people respond in kind. That reaction is understandable, but it rarely changes the pattern. Counter-blame usually strengthens the same dynamics it hopes to defeat. A more demanding response is to speak truth...
Blame Unites Briefly, Trust Sustains Long-Term Leadership
Demagogues understand something many leaders forget. A group can be united quickly by pointing at an enemy. Shared resentment can create energy, loyalty, and momentum for a time. It can also distort judgment, weaken trust, and make disagreement feel like...
Ecosystems, Not Engineering, Drive Long‑Term Platform Dominance
A dominant platform can look permanent right up until the moment the market changes. Pushkar Ranade has written a thoughtful piece on the rise of x86, the Wintel era, and why stronger engineering alone rarely determines the winner. It is...
Match AI Risks to the Right Organizational Zone
Not all risks belong in the same part of the organization. Some call for exploration, others for disciplined execution, and a few require full commitment across the enterprise. Treating them the same way is a common source of confusion. The...
AI Handles Facts, Humans Must Provide Judgment
In working with generative AI, I find it useful to separate two things. It is very good at assembling plausible answers. For questions of fact, that makes it an extraordinarily efficient tool. Judgment is a different matter. Judgment carries accountability....
Real‑time GTM Dilemma: Choose Market, Not Just Message
Most go-to-market problems don’t look like strategy problems at first. They show up as stalled pipelines, strong demos that go nowhere, or early traction that refuses to scale. The instinct is to adjust the message or push harder on demand...
Keep Early Talent to Sustain AI-Driven Leadership Pipeline
A firm that pauses hiring for a few years rarely feels the impact right away. The consequences show up later, when the organization looks for people who were never developed. In professional services, that gap tends to appear in the...
Truthful Inquiry Keeps Our Minds in Cognitive Balance
The mind has its own version of homeostasis. It works by adjusting its models of the world to reduce surprise. When expectations and reality drift apart, the system tries to correct. That process depends on a willingness to engage with...
Sustained Balance Routines Prevent Small Disruptions From Spiraling
One of the more subtle risks in daily life is not the disruption itself but how long we remain out of balance afterward. Most people have ways to settle themselves in the moment. Fewer have routines that help them return...