Insights

Frameworks and perspectives from
25 years in enterprise GTM.

Featured Framework
The AI-Native GTM Architecture
A reference model for diagnosing the modern revenue stack. Buyer signals flow through five integrated layers — data, orchestration, action, conversion, and revenue intelligence — aligned to functional ownership across RevOps, Marketing, Sales, and Customer Success, with foundation models and native copilots embedded across every layer.

Used in operational efficiency assessments, AI readiness diagnostics, and stack rationalization engagements.

AI-Native GTM Architecture — Five-layer reference model for diagnosing the modern revenue stack
Coming Soon

New frameworks, case studies, and perspectives on enterprise GTM.

Why Your Annual Planning Cycle Is Broken (And How to Compress It by 40%)
Revenue Operations
The Territory Fairness Problem: Why Equal Account Counts Don't Equal Equal Opportunity
Territory Design
AI in GTM Operations: What Actually Works vs. What's Vendor Marketing
AI Transformation
The $19M Comp Savings Playbook: SPIF Rationalization at Enterprise Scale
Incentive Compensation
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