by Paul Helmick | Feb 11, 2026 | Videos
Paul’s Perspective: This is an operational inflection point: when AI can sustain work over days and coordinate in groups, it stops being a productivity tool and starts acting like variable-capacity labor. Leaders who move first will redesign throughput (and cost...
by Paul Helmick | Feb 10, 2026 | Videos
Paul’s Perspective: If your revenue depends on charging per user for work that AI can increasingly do without a user interface, you’re exposed to sudden pricing pressure and churn. Leaders should care because the strategic response isn’t “add AI features,” it’s...
by Paul Helmick | Feb 6, 2026 | Videos
Paul’s Perspective: For leadership teams, the big takeaway is that LLM capability is no longer a single “model choice” decision—it’s a system design problem. The winners will be the companies that pair the right model with the right post-training,...
by Paul Helmick | Feb 5, 2026 | Videos
Paul’s Perspective: Legal is a bottleneck in many mid-market companies, and an AI layer that speeds review and intake can directly accelerate revenue, vendor onboarding, and M&A readiness. The organizations that win won’t be the ones that “use AI,” but the...
by Paul Helmick | Feb 5, 2026 | Videos
Paul’s Perspective: If AI is becoming a daily interface for research, planning, and customer work, the tool’s monetization model will shape what it shows, what it remembers, and what it nudges you to do. Choosing an AI that isn’t designed to monetize your...
