The New Product Surface Is Where the Work Turns
The next AI product advantage may not be a better answer. It may be better placement: carrying customer and domain context into the moment where work turns into action.
Operating Model
Operating model design, team structure, decision systems, and how execution scales without losing clarity.
55 posts
The Unit of Creation Is No Longer the Asset. It's the Operating Loop.
Adobe’s June 2026 expansion is not “another creative AI feature drop.” It is a product shift that relocates the surrounding workflow into the suite itself. When creative and marketing platforms can execute outcome specs with editable artifacts and clear escalation boundaries, the unit of creation b…
The New Scoreboard Is Placement: What Google's Gemini Sequence Actually Reveals
Reports say Google’s best coding model is about six months behind the frontier. Yet Google shipped Gemini into Docs, Sheets, Slides, Drive, and Android surfaces. The lag is the decoy. The move is the point: competitive advantage is rotating from model IQ to placement economics and task assignment,…
The Taste Contract: Adobe's New Coworker Turns Brand Judgment Into a Product Primitive
Adobe’s CX Enterprise Coworker uses agentic CX orchestration grounded in brand, customer, and channel intelligence. The real frontier is not orchestration or models. It is treating brand judgment as a machine-readable, runtime-enforceable “taste contract,” including the constraint sets and refresh…
Policy Is Still Using 2019 Math. Two Price Tags Show Why.
Two numbers from recent weeks point to the same leadership failure. Policy keeps debating categories, while operators price operations in real units: desks onboard today, and days at sea tomorrow. The advantage goes to whoever refreshes the underlying assumptions fastest.
Hire the Phase, Not the Title: What the Mini-CEO CMO and the AI Role Boom Have in Common
Read the ChatGPT Work marketing page with the titles erased and it stops looking like a product page. It looks like an org chart. OpenAI describes a loop: customer insights and brand standards in, briefs and assets out, performance reports back in, recommendations for the next launch. The frontier…
Spectrum Becomes Statecraft: The Physical Layer Is the Next AI Asset
SpaceX exploring terrestrial spectrum triggered an $80B market swing. I keep coming back to the reaction: sophisticated capital priced connectivity permission and timing years ahead of deployment. For agentic AI, the constraint is rotating away from model quality and toward the physical and institu…
The Evidence Artifact Your Institution Can Actually Stand Behind
I keep coming back to a mismatch I can feel in every institution that says it wants AI and then quietly refuses to let it decide anything. The fix is not another policy. It is a product: evidence contracts that make probabilistic systems legible to deterministic acceptance gates.
The Four Councils That Actually Move AI
Semafor’s Global Advisory Board split into Frontier, Capital, Builder, and Founders looks like a conference taxonomy. My read is that it actually matches how AI power is exercised right now, especially as Europe pivots from AI regulation theater toward compute and gigafactory scale.
Drones Cannot Replace the Planes. They Replace the Delay.
The thing the drone replaces is not the aircraft. It is delay. When you treat latency as the priced metric, you start seeing the same advantage pattern across defense pivots, distribution-based fintech, and AI-native workflows.
The Storefront That Closes: HP and Salesforce Are Building the Operating Layer Moat
A customer chats. The assistant sounds fluent. Then nothing closes. HP and Salesforce are shipping the missing layer: reusable operating surfaces that connect conversation to real business state. That is the moat shift happening now.
Reuters Put Verification on a Product Page. Marketing Should Treat It Like One.
I was clicking through Reuters Agency and stopped on a simple shift I had not registered before: verification sits in the Solutions menu as a product. Not an ethos. Not a footer trust statement. A contractual capability. That placement changes the workflow question for marketing teams shipping clai…