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AI insights and “show source”

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Wherever the CRM displays an AI-derived field, it links back to the evidence. This is the show-source principle, and it’s the antidote to the “the AI said so” anti-pattern that makes reps stop thinking.

Where you’ll see this

  • On an opportunity, the AI insights accordion holds fields like MEDDPICC slots, sentiment, next steps, and detected competitor mentions.
  • On a contact, the inferred persona slot and engagement signals.
  • On an account, the auto-enriched firmographics.

Why collapsed-by-default?

On opportunity records the AI insights block is collapsed by default. You have to actively expand it to see the auto-filled values. The decision behind this is product-level: the deal should still live in your head, not on the AI’s opinion. The AI is a second-opinion lookup, not the primary surface.

What “show source” actually shows

For every AI-extracted value, a small link opens the originating evidence: the transcript line from the call, the paragraph in the email, the sentence in the document. If we can’t link to a specific span, we link to the activity that produced the inference.

If a field is collapsed, set, and you don’t recognise the value — open the source. That’s the whole point.

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