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Practical AI perspective from the operator's seat.

Four-lens decision framework diagram for evaluating whether to build, buy, or partner on enterprise AI capabilities.
May 27, 2026 12 min read

The Build-vs-Buy-vs-Partner Decision Most AI Strategies Get Backwards

The standard 'build if strategic, buy if commodity' heuristic fails for AI. Four lenses reveal the posture that actually compounds.

Scaling Playbooks
Executive reviewing an AI build proposal against a commoditization timeline chart showing shrinking differentiation windows.
May 27, 2026 14 min read

How to Tell Which AI Capabilities Will Be Commodities in 18 Months

Four observable signals tell you if an AI capability will commoditize before it ships — and which 30% of the proposal is actually worth building.

AI Strategy
Miniature diorama of a potter in a green shirt shaping a pot on a wheel, surrounded by finished pottery.
May 26, 2026 11 min read

How Careers Actually Compound When the Ground Is Moving

AI-titled roles and certifications look like smart moves but often compress career value. Here's what actually compounds for senior professionals right now.

Career Strategy
Abstract financial chart showing diverging value curves representing how AI is repricing different parts of professional experience over time.
May 26, 2026 11 min read

What AI Is Quietly Doing to Career Compounding

AI isn't replacing your job — it's repricing your experience. Here's how to audit which parts of your career are still earning interest.

Career Strategy
Diagram of a startup org chart fracturing along reporting lines as headcount grows from 50 to 150.
May 25, 2026 12 min read

Why the Team That Got You to Series A Will Break Between B and C

The slowdown between Series A and Series C is structural, not motivational. Here are the five failure modes — and the interventions that actually fix them.

Scaling Playbooks
Executive looking into a high-resolution mirror that reflects organizational decision flows, symbolizing how AI exposes leadership quality.
May 25, 2026 10 min read

AI Doesn't Replace Leadership. It Exposes the Quality of It.

AI isn't coming for your job — it's grading how you lead. Where decisions are crisp, it compounds your edge. Where they're foggy, it broadcasts the fog.

Scaling Playbooks
An executive at a desk reviewing an AI announcement through a structured decision frame rather than technical documentation.
May 25, 2026 10 min read

How to Build an Executive Point of View on AI Without Becoming an AI Expert

You don't need more AI knowledge — you need a stable frame. Five questions that turn any AI announcement into decisions actually on your desk.

Scaling Playbooks
Operator monitoring dashboards showing AI workload metrics under real production traffic, contrasted with a conference stage in the background.
May 25, 2026 9 min read

Signal Versus Noise on the AI Frontier: What Operators See That Conference Attendees Don't

A six-test framework from an operator's perspective for filtering AI claims — concurrency, cost, second customer, drift, outage, and operator load.

Scaling Playbooks
Founder at a desk translating handwritten board-meeting directives into a prioritized list of operational tasks with owners and deadlines.
May 25, 2026 10 min read

How to Translate Investor Pressure Into Operational Clarity in AI

Turn board-room AI directives into written priorities with owners, metrics, and deadlines using a four-step method: Surface, Locate, Re-express, Anchor.

Scaling Playbooks
Four interconnected gears labeled infrastructure, team, investors, and signals turning together to illustrate compounding scaling decisions for post-PMF founders.
May 25, 2026 9 min read

The Four Scaling Decisions That Compound — and How to Tell You're About to Get One Wrong

Between Series A and Series C, four decisions compound faster than the rest. Here's how to spot which one is quietly drifting before it rewrites your quarter.

Scaling Playbooks