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References and Embeds in Chat

When the AI mentions a product, task, teammate, or post in its reply, it doesn’t just print the name — it embeds a small card with the live details. Tap the card to open the full record, or just glance at it for the info you need.

The AI renders cards for any entity it references:

  • Products — name, price, on-hand quantity, bin, and a small image when available. Useful when you ask “Do we have X?” — the reply contains the card you need to take action.
  • Tasks — title, assignee, due date, priority, and progress (X of Y steps done). Appears when you ask about a specific task or after the AI creates one for you.
  • Teammates — name, role, and avatar. Appears when the AI mentions someone (e.g., “Sarah is on the paint task”).
  • Posts — the original post content rendered inline. Appears when the AI references something from the newsfeed.

Cards always show live data. Stock levels, task progress, and post content reflect the moment you’re reading — not a cached snapshot from when the AI replied.

When you or the AI reference a newsfeed post, the post appears inline as an embed — the full text, any attached photos, and the author’s name. You can read it without leaving the conversation, and tap through if you want to react or comment.

The reverse also works: a post you create from chat (for example, “Post a shift handoff that Aisle 5 is mid-reset”) shows up in the feed for the facility you posted to, while the chat keeps a reference to the published post.

Some activity in your store generates system event posts in the newsfeed automatically — when tasks are created or completed, and when a teammate logs in for the first time. These render as compact cards in the feed and can also appear as embeds in chat when you ask about recent activity.

  • Tap (mobile) or click (web) any card to open the full record.
  • The card stays in the conversation so you can come back to it.
  • Follow-up questions can refer to the card by name — “what’s the stock on that DeWalt?” works after the AI has already shown the product.
  • Don’t memorize SKUs or task IDs — refer to things by name and the AI will resolve them to the right card.
  • Tapping a card opens the full record — there’s no separate expand step.
  • Images in a reply are centered and sized to fit the chat bubble; on mobile, pinch an image to zoom in for detail.