Writing, research and results from the field.

Blog posts, whitepapers, data stories and case studies on building AI-enabled go-to-market systems — what worked, what the data says, and how clients actually used it.

Blog
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Why "automate everything" is the wrong GTM brief

The difference between automating a workflow and automating the wrong workflow — and how to tell which one you're looking at.

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Whitepaper
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The AI GTM stack: a buyer's framework

A framework for evaluating where AI actually belongs in your go-to-market stack, and where it quietly makes things worse.

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Data story
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What 40 GTM audits say about lead response time

A look at how fast (or slow) the average sales team actually responds to a qualified lead, and what it costs them.

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Case study
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Cutting a SaaS team's campaign ops time by 70%

How an AI-enabled reporting and campaign-ops engine freed up a five-person marketing team's week.

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Blog
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Five signals your GTM motion is ready for automation

Not every team is ready to automate. Here's how to know if yours is — and what to fix first if it isn't.

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Case study
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Building a lead-scoring engine for a B2B marketplace

From spreadsheet scoring to a live model — how the sales team's pipeline quality changed over one quarter.

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