From AI uncertainty to GTM advantage. And why most GTM teams solve the wrong problem.
The teams winning with AI are not the ones running the most experiments. They are the ones who defined the problem worth solving first.
View on LinkedIn →Insights
GTM signals and viewpoints from the operating layer.
Short reads on what's shifting. Longer reads on what it means.
Do speed and control have to break workflows? How AI makes governance scalable.
Governance is not the enemy of speed. The right operating model makes both possible at the same time.
View on LinkedIn →Execution is the strategy in 2026. 6% will succeed.
The plan was not the problem. The operating model built to execute it was. Most organizations are still confusing strategy with a slide deck.
View on LinkedIn →AI's biggest wins in 2025: what actually worked and why.
Not the demos, not the pilots. The deployments that moved the number. The pattern is not what most organizations are still chasing.
View on LinkedIn →AI wins closest to revenue. In 2026, start there.
The organizations getting real returns from AI are connecting it directly to pipeline, conversion, and retention. Everything else is overhead.
View on LinkedIn →2 out of 3 growth plans become shelfware by Q2. Here is why.
The gap between the plan and the operating model built to execute it is where most growth strategies die. It is not a strategy problem.
View on LinkedIn →
AI & Operating Models
Why AI adoption stalls at the operating model layer, not the technology layer.
The organizations winning with AI are not the ones with the most tools. They are the ones that built the data, process, and cross-functional systems before they scaled. A framework for thinking about AI as an operating decision first.
GTM StrategyThe GTM operating model for a consumption-based world.
Volume-based GTM models were built for a different era. As consumption, usage, and outcome-based pricing become the norm, every assumption about demand generation, pipeline, and customer success needs to be rebuilt.
GTM ExecutionExecution is the strategy. The gap is where growth goes to stall.
Every leadership team has a strategy. Very few have the operating model that makes it executable. The difference between organizations that hit their number and those that miss it is almost never the plan.