DT.Marts — data visualization and analytical dashboards

Visualization — the final element of the digital twin pipeline. The platform builds pre-computed data marts (Data Marts) for data visualization, analytics, dashboards and corporate reporting — including scenarios in Power BI, Shiny and R Markdown.

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About the product

DT.Marts is a software platform that integrates information from DT.Storage, DT.Balance and DT.Forecast into unified datasets. The data marts are designed to generate interactive dashboards, reports and analytical panels automatically and at high speed. They deliver fast performance with analytical tools such as Power BI, Tableau, Shiny, R Markdown and other BI systems.

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DT.Marts implements the final stage of the digital twin data pipeline, transforming data from DT.Storage, DT.Balance and DT.Forecast into views that are convenient for analysis, visualization and reporting.

Unlike working directly with warehouses and computational models, data marts:

Use pre-computed and aggregated data;
Deliver fast response times for analytical interfaces;
Remove the load from the computational layers;
Provide a unified data format for BI systems and dashboards.

DT.Marts serves as the user-facing layer of the digital twin, providing access to the results of analysis, forecasts and scenarios without the need to interact with the underlying models and databases.

Challenges

Preparing reports against source databases is complex and time-consuming

Pivot tables and charts have to be built manually

There are no unified templates for presenting data to users

Reporting tools and computational modules are insufficiently integrated

There is no single system for visualization and analytical views

Get a personalized proposal and consultation

Describe your task and leave your contact details. We will get in touch, clarify the specifics and prepare a proposal for implementation.

info@dtwin.city

+381 67 776 0421

Capabilities

Building pre-computed data marts (Data Marts)

Creating accelerated views for analytics and reporting.

Integration of computed and actual data

Combining data from DT.Storage, DT.Balance and DT.Forecast into consistent analytical views.

Preparing data marts for analytical tools

Building datasets for use in Shiny, Power BI, Tableau and other BI platforms.

Automatic refresh of reporting datasets

Recomputing data marts whenever the input parameters change.

Configuring data export and aggregation scripts

Taking time, territorial and process dimensions into account.

Building a conversational interface (chatbot)

Creating a chatbot and interfaces for convenient report generation.

Flexible data visualization

Presenting data as interactive charts, maps, tables and panels.

Methodology

DT.Marts is built on the principle of pre-computation and aggregation, which delivers fast access to data and efficient operation of analytical systems. The platform makes it possible to create dynamic, continuously refreshed data views, keeping the visualized metrics accurate and reliable in real time. The methodology for building data marts comprises several stages:

Defining the set of key metrics

We define the indicators required for visualization and analytics.

Building data export scripts

We configure data extraction from DT.Storage and DT.Balance to populate the data marts.

Configuring aggregation and analytical functions

We compute summary metrics and prepare structured datasets.

Automatic loading of data into report templates

Data is loaded automatically into dashboards and pre-configured templates for analytical reports and panels.

Developing and publishing interactive analytics panels

We build and publish interactive dashboards and reports (Shiny, R Markdown, Power BI and others).

Ensuring automatic refresh of the data marts

We configure the data marts to refresh whenever the source data or computational algorithms change.

Results

A single data visualization system for an enterprise, region or industry

Automatic data marts that refresh as new data is processed in the DT.ETL pipeline

Interactive dashboards and reports accessible in the browser and on mobile devices

Pre-configured analytics scenarios with the option of user customization

Ready-made report and visualization templates that integrate with corporate BI systems

Get a tailored solution

Request a proposal

Describe your task and leave a contact — we will clarify the specifics and prepare a proposal for implementing DT.Marts at your enterprise. You can also reach us at info@dtwin.city.