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# How to build dashboards without a separate BI tool
- URL: https://blog.jestor.com/dashboards-without-separate-bi-tool/
- Published: 2026-09-16T18:49:19.000Z
- Updated: 2026-09-16T18:49:19.000Z
- Author: Bruno Bannach

Building **dashboards without a separate BI tool** is possible when the indicators sit on top of the same data your processes already run on. In **Jestor**, you drag a block, connect it to your data and the indicator is live, with no export and no extra platform.

## Why a separate BI layer creates lag

Classic business intelligence assumes data has to be exported, modeled and refreshed before anyone can look at it. That is reasonable for strategic analysis and wasteful for operational questions.

The manager asking how many requests are pending does not need a data warehouse. They need the number on screen, now.

What operational dashboards need to be:

- Built by the person who needs the answer
- Live against the data the process writes
- Editable when the question changes
- Readable without training

## Types of block to use in an operational panel

| Block type          | Best for                       | Example                          |
| ------------------- | ------------------------------ | -------------------------------- |
| Simple indicator    | A single number                | Revenue in the current month     |
| Composite indicator | A calculation across variables | Approval rate or average ticket  |
| Bar or column chart | Comparing categories           | Requests per cost center         |
| Pie or donut chart  | Showing composition            | Share of deals per stage         |
| Gauge               | Progress against a target      | Monthly profit goal              |
| Table               | Detail behind the number       | The open items making up a total |

## Step by step to build your panel

1. **Decide the question** the panel has to answer, before choosing any chart.
2. **Turn on build mode** to edit the app directly on screen.
3. **Drag in a block** and connect it to the table holding the data.
4. **Configure the formula** when the metric requires a calculation across fields.
5. **Apply conditional color** so results crossing a threshold stand out.
6. **Set permissions** so each role sees only the indicators that concern them.

## Why keeping data and dashboards together helps

- **No export step:** the indicator reads the same record the process writes
- **Built in seconds:** a revenue indicator is a block plus a connection
- **Consistent styling:** simple and composite indicators share the same format, decimal and color options
- **Granular visibility:** an individual indicator can be hidden from a specific role

## Frequently Asked Questions

### Do I need a data analyst to build a panel?

No. Blocks are dragged in and connected to the data through the interface. See [jestor.com](https://www.jestor.com/?ref=blog.jestor.com).

### Can an indicator change color based on a target?

Yes. Conditional color can be applied to both the value and the background.

### Does this replace a full BI platform?

For operational panels it usually does. Deep strategic modeling may still call for a dedicated tool.

## Video Tutorial: Step by Step

With **Jestor**, you can automate workflows, connect teams, and build internal systems your way, all without code and powered by **AI**. Discover Jestor at [jestor.com](https://www.jestor.com/?ref=blog.jestor.com) and see how to take your company's operations to a new level of efficiency and control.