> ## Documentation Index
> Fetch the complete documentation index at: https://help.callaro.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Memory and ai insights

![Memory and AI insights card on a contact page.](https://mintcdn.com/callaro-docs/Rn-efrjnSIS1s0ID/images/contacts/memory-card.png?fit=max\&auto=format\&n=Rn-efrjnSIS1s0ID\&q=85\&s=57f53c1f89e0cd60e0e0457198e9432d)

# Memory & AI insights

On the contact detail page, **Memory & AI Insights** shows a summary, open follow-up items, structured facts, and a short interaction history. You can edit text, adjust open items, and request a new memory build from recent completed calls. The card sits in the main column next to **Follow-ups**.

![Confirm rebuild memory dialog.](https://mintcdn.com/callaro-docs/Rn-efrjnSIS1s0ID/images/contacts/memory-rebuild-confirm.png?fit=max\&auto=format\&n=Rn-efrjnSIS1s0ID\&q=85\&s=b982050946dfaec42959852e4d8e32ef)

![MEDIA: GIF — Edit on Summary, save; add/remove an open item; Edit on an insight then Save; optional Reset when you had previously edited a fact and want the AI value back.](https://mintcdn.com/callaro-docs/Rn-efrjnSIS1s0ID/images/contacts/slot-01.gif?s=116ca8b374c29de72cebbbbcb5d1a008)

![MEDIA: VIDEO — Click Rebuild from recent calls, show the browser confirm about the last 3 completed calls and LLM cost, then cancel.](https://mintcdn.com/callaro-docs/1fJs_sKJdgiwY8nj/media/contacts/slot-01.mp4?fit=max\&auto=format\&n=1fJs_sKJdgiwY8nj\&q=85\&s=0ef7e946131b8372e40d6aed79fb8691)

## What the card can do (at a glance)

| Action | What happens |
| - | - |
| Load | Opens with memory and insights for this contact. |
| Edit summary or open items | Save sends your changes to the server and shows a success message when stored. |
| Edit a fact (AI insight) | Save updates that fact; you can reset an edited fact to the last AI value when that control appears. |
| Rebuild from recent calls | Queues a job to rebuild memory from recent completed calls (see below). |

## LLM usage (when shown)

If usage numbers are available for this contact’s memory, an **LLM usage** section may list model name, run count, last run cost and tokens, and totals. Billing may be labeled for contact memory LLM usage (wording matches what your tenant sees in reporting).

## Summary

* Read-only: paragraph or **No memory yet.**
* **Edit** toggles a text area; **Cancel** discards unsaved text; **Save** stores the summary.
* Success shows **Success** / **Summary saved**.

## Open items

* Items can be simple lines or lines with a title and optional due date.
* **Edit** turns the list into fields with **Remove** and **Add**; **Save** stores the list.

## AI Insights (facts)

* Each fact is a label and value, with a small badge for whether it was last set by you or by the system.
* **Edit** / **Save** / **Cancel** for the value.
* **Reset** appears only after you have edited a fact and want to restore the AI-sourced value.
* **Add** lets you create a new key and value (for example, a preferred callback time).

Empty copy: **No structured facts yet.**

## Interaction log

Each line can show when the interaction ended, direction, result, duration, a link to the call session in **Call logs**, and optional summary text.

Empty copy: **No interactions recorded.**

## Rebuild from recent calls

* **Button:** **Rebuild from recent calls** (shows **Queuing…** while the request is sent).
* **Browser confirm (exact):** “Rebuild memory from the last 3 completed calls? This runs LLM extraction and may incur cost.”
* On success, the app shows the server message or **Memory rebuild queued**.

Before the first load finishes, the card may show **Loading memory...**

> [!WARNING]
>
> **Watch out: rebuild uses the LLM**
>
> The confirm dialog states that extraction may incur cost. The **LLM usage** section surfaces spend and token information when the server returns it.

**Next: prompts and campaigns**

Keep agent prompts aligned with what memory and insights store.

* [Prompt writing fundamentals](https://help.callaro.ai/scripts-and-ai/prompt-writing-fundamentals.md)
* [Campaign outcomes](https://help.callaro.ai/campaigns/wizard-step-5-outcomes.md)
* [Contact detail page](https://help.callaro.ai/contacts/contact-detail-page.md)


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