Insights

Strategic perspectives
on revenue systems.

Sharp thinking on RevOps, CRM architecture, forecasting discipline, and GTM alignment. Written for operators — not marketers.

CRM Architecture
March 2025 · 6 min

CRM Adoption Fails for Structural Reasons, Not Cultural Ones

Leadership assumes it is a people problem. It is almost always a design problem. Here is how to tell the difference — and what to do about it.

GTM Design
March 2025 · 7 min

The Hidden Cost of Misaligned GTM Definitions

When Sales and Marketing can not agree on what an MQL means, the cost shows up in every pipeline review. The fix is not a meeting — it is an operating model decision.

Revenue Operations
February 2025 · 5 min

What Founders Get Wrong About RevOps — Too Late

RevOps is not a post-Series B problem. It is a design problem that compounds from the first SDR hire forward. The cost of getting it wrong late is always higher than investing in it early.

Pipeline
February 2025 · 6 min

Pipeline Visibility Is an Operating System Problem

Most companies think they have a reporting problem. They actually have a stage definition problem, a data discipline problem, and an inspection cadence problem — all presenting as one number.

CRM Architecture
January 2025 · 9 min

Rebuilding Salesforce: When to Start Over vs. When to Fix What You Have

A technical migration is the last resort. Before you consider it, here is the framework for deciding whether to rebuild your Salesforce architecture or incrementally repair the existing structure.

GTM Design
January 2025 · 5 min

The Five Handoffs That Destroy Revenue Without Anyone Noticing

Revenue does not die in big dramatic moments. It leaks through five specific handoffs between teams — each one preventable with the right operating model design.

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Insights are one thing.
Fixing it is another.

If something you've read has named a problem in your revenue engine, the next step is a direct conversation.

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