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Rebuilding 235 documents into 50 Fin-ready, high-impact articles

Related products:Knowledge & Help CenterFin & AI
  • March 4, 2026
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Conor
Super User ✨
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I have a new episode of Support Stack live!

In Ep. 12, I’m joined by Gabriela Passeri (Knowledge Manager at AutoDS) to unpack how her team rebuilt 235 help articles into 50 AI-ready guides for Intercom’s Fin and hit extremely high early accuracy.

We get into:

  • Writing for AI vs writing for humans

  • Why vague language breaks Fin

  • Merging fragmented articles into complete topic hubs

  • Using Claude Projects to enforce consistency

If you’re turning on Fin or struggling with resolution rates, this one is foundational.

Watch it on YouTube