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Peter Jackman
Peter Jackman

Posted on Originally published at leadsnow.ai

How to Run an AI Outbound Pilot That Can Fail (2026)

You have seen the shape of a vendor pilot before. Four weeks, a few hundred records, a weekly call, a dashboard where a number goes up. At the end a slide says it went well, and you sign an annual agreement. Nothing in that sequence was capable of producing a no.

What this covers

  • Why most vendor pilots cannot fail
  • The six decisions you make before day one
  • 1. Write the definition of failure first
  • 2. Choose a metric you cannot fudge
  • 3. Get a control, or say plainly what you have instead
  • 4. Size the pilot so the result is readable

This is a technical summary. The full guide — with the data, tables and worked examples — is on our site: *How to Run an AI Outbound Pilot That Can Fail (2026)*.

LeadsNow AI builds pay-per-result AI lead generation and answer-engine-optimisation systems in Australia.

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