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A look at which parts of the AI SDR stack are worth building and which are oversold: software prepares the conversation, and a person has it.

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Clay's new agents make it faster to build. They don't make it easier to own. Here's why Clay still needs a dedicated owner, and what to do if you don't have one.

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Marketing ops ROI is the wrong question. Tie ops to qualified pipeline and ARR, and fund the bandwidth to optimize, not just keep the lights on.

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Disjointed data used to cost you a meeting. Now it costs you your AI roadmap. Here's why it's an ownership problem, and the four decisions that fix it.

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Most martech stacks aren't too small, they're unowned. Here's the audit I run to find out which tools are actually earning their place.

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Marketing ops isn't plumbing — it's leverage. Here's why the most overlooked function in B2B marketing is the real competitive edge in 2027.

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