The Asymmetry
Field notes on AI implementation.
How operators turn AI from a toy into an edge — one synthesis at a time.
Fractional AI CTO vs. Full-Time Hire: What Mid-Market Companies Actually Need
Most mid-market companies don't need a full-time Chief AI Officer. They need someone who can deploy, operate, and expand their AI agent systems — without the overhead of a $300k executive hire.
Read → Jun 5, 2026From 9-to-5 to 24/7: How AI Agents Transform Operational Availability
Your business stops when your people stop. An AI agent system doesn't. Here's what 24/7 operational availability actually looks like — and why it's one of the most underrated advantages of the agentic era.
Read → Jun 5, 2026Why Hiring to Solve Operational Bottlenecks Is a Legacy Strategy
The default response to an operational bottleneck has always been: hire someone. In the agentic era, that default is costing companies millions in unnecessary overhead. Here's the better question.
Read → Jun 5, 2026How to Run an AI Readiness Audit for Your Business
Before you deploy your first AI agent, you need to know where to start. An AI readiness audit maps your operations against three criteria to identify your highest-leverage workflows. Here's the full methodology.
Read → Jun 5, 20265 Business Workflows You Should Hand to an AI Agent This Quarter
Not every workflow is right for an AI agent. But there are five categories that consistently generate fast, measurable ROI for mid-market operations — and most companies have all five sitting untouched.
Read → Jun 5, 2026How to Calculate the ROI of an AI Agent Before You Build It
The number one reason executives stall on AI agent deployment is not knowing if it will pay off. Here's the exact framework I use to calculate ROI before writing a single line of code.
Read → Jun 5, 2026The Theory of Asymmetry: How Small AI Investments Create Disproportionate Competitive Advantage
Asymmetry is the art of investing minimal input to capture wildly disproportionate output. In the AI era, the most asymmetric bets available to any operator are custom AI agents. Here's the framework.
Read → Jun 5, 2026What Are AI Agents (And Why Mid-Market Executives Need to Deploy Them Now)
AI agents aren't ChatGPT with extra steps. They're autonomous systems that execute multi-step workflows without human intervention. Here's what that means for your business right now.
Read → Jun 5, 2026The AI Arms Race Is Real — And Most Mid-Market Companies Are Losing
We are in an AI arms race. The companies deploying agents right now are locking in advantages that compound. The ones still in 'strategy mode' are falling further behind every week.
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