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Strategy decides what matters

Strategy & Operating Model

Define why the company is doing AI, where value should come from, which problems matter, how decisions get made, and how teams should work differently in an AI-first setup.

7 articles
FeaturedStrategy & Operating Model

The 5.7x Forcing Function: Redesigning Your Engineering Org for AI-Native Unit Economics

The $3.48M vs $610K RPE gap forces every CTO to confront a hard question: what exactly are you paying for with the other 80% of your headcount budget? A role-by-role redesign guide for AI-native engineering teams.

Apr 4, 20265 min readRead the full brief→
Editorial illustration of a tiny crew of three professionals effortlessly carrying a massive bag of money while a crowd of thirty-five workers struggle under the weight of a slightly smaller one — coordination overhead made visible
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Abstract network visualization with organizational relationship nodes connected by lines of varying thickness showing influence flow patterns

Reading the Room: Building a Stakeholder Intelligence System

Build a monthly stakeholder intelligence system that maps actual decision influence from calendar, email, and meeting patterns — then compares it to the org chart.

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Building Your Org's Internal AI Playbook: From Personal Workflows to Team Standards

A practical guide for VPs of Engineering on standardizing AI workflows across teams, covering audit processes, plugin architecture, version-controlled skills, governance models, and onboarding in Claude-native organizations.

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The Experiment Interpreter: From A/B Results to Strategy in One Step

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The Competitive Positioning Radar: Inferring Strategy From Open Signals

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The Coherence Gap: Finding Strategic Misalignment Before It Becomes a Meeting

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The Safety Playbook for Agentic AI in Production: What Nobody Tells You Until Something Breaks

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