
Building a dashboard no longer has to start from a blank canvas.

## Describe the dashboard you want

The new **AI build dashboard…** action helps you start from intent instead of manual setup.

You can ask for:

- a specific dashboard structure
- a focused KPI and chart mix
- drilldown when it makes sense
- a more open request like “make me a dashboard based on the data”

## Get a real draft before you apply it

The assistant now returns a reviewable dashboard plan with:

- a suggested dashboard title and description
- a list of planned widgets
- responsive layout previews for desktop, tablet, and mobile

That makes it easier to review the dashboard story before anything is added to the page.

## Start with a stronger first version

The first version of AI Dashboard Builder focuses on:

- **Header**
- **Data Research** widgets

That means the generated dashboard stays focused on the most useful summary and comparison views while giving you a much faster starting point.

## Why this matters

Dashboard creation is now faster, more guided, and easier to shape around a real question.

Instead of deciding every widget one at a time, you can start with a draft that already has:

- a clear structure
- a better mobile-to-desktop layout
- a stronger dashboard story from the start


You can now describe the dashboard you want, let AI choose a strong starting set of widgets, and apply responsive layouts in one flow.

Meet the New AI Dashboard Builder


Working with forms now feels much more direct, whether you are building a new schema or trying to complete one quickly in the field.

## Create forms and task forms with AI

- The **Add Form** flow now gives you clearer starting points, including **Form With AI** and **Task With AI**.
- The same builder-style AI experience is also available when you edit an existing form or task form.
- AI can draft the title, description, fields, options, and validation so you can start from a strong first version instead of a blank editor.

## Open forms in a cleaner full-page flow

- Opening a form from the **Forms** tab now takes you into a full-page form experience instead of a modal.
- The page is easier to read, easier to complete, and easier to return from when you are done.
- After submit, you return to the Forms tab more smoothly.

## Fill forms with AI from text or images

- Full-page forms now include **Use AI**.
- You can paste free text or upload a photo of a paper form or work order.
- Zira first shows a draft so you can review what AI understood before anything is applied to the form.
- The same flow is useful for follow-up edits, so you can revise the draft before applying it.
- Full-page forms also include a faster **Scan Image** path for the most common tablet workflow: take a photo and let Zira fill the form behind the scenes.

## Why this matters

- Form creation is faster because AI can draft the first structure for you.
- Field teams can move faster from paper or notes into a digital form.
- Teams can choose between a fast scan path and a review-first draft path depending on the job.
- The review step keeps the AI flow useful without feeling risky.
- The full-page form layout feels more like a focused workspace and less like a temporary pop-up.


You can now create forms and task forms with AI, open forms in a cleaner full-page experience, and use AI Fill in both a fast Scan Image flow and a reviewable draft flow.

Forms Are Faster to Build and Fill


Creating a new data source now feels much more guided from the very first click. This update brings a cleaner create flow, better AI template browsing, and a brand-new AI Builder assistant for drafting custom schemas inside the editor.

## A better first step

- **Add Data Source** now opens a more guided create dialog directly.
- AI-focused options are highlighted first, while collector-based site options remain available below.
- **Add Existing Data Source** is now part of the same create surface instead of a separate first step.

## AI templates are easier to choose

- **AI-Vision** and **AI Pallet QA and Routing** now stay inside the same dialog when you move into template selection.
- Templates are shown as cards with descriptions, so it is easier to understand what each setup is for before creating the data source.
- The template flow still finishes by creating and attaching the data source to the current channel.

## Custom schemas now have AI Assist

- The custom data-source editor now includes **AI Assist**.
- You can describe the structure you want, and the assistant can draft a title, description, and first-pass field list directly into the editor.
- Suggested fields are shown with more detail before you apply them, including field type, metric matching, validation, options, and expressions when relevant.

## Why this feels different

- You can get from idea to first draft much faster.
- AI-based data-source setups are easier to understand before you commit.
- Custom schemas take less manual setup work.
- You get a clearer preview of what AI is about to apply before it changes the editor.


Data-source setup is now faster and more intuitive, with a redesigned create flow, richer AI template selection, and a new AI Builder assistant inside the custom editor.