Integrating AI‑Powered Date Visualizer in Syncfusion Blazor Spreadsheet

[Alina Williams]

Hello everyone,

I’m working on a Blazor web application that allows users to upload time-series data, which then gets visualized dynamically using Syncfusion’s Spreadsheet and Chart components. The goal is to let users apply simple data transformations, filters, and then generate interactive charts in the browser.

My twist: I’m experimenting with using artificial intelligence to automatically detect trends, anomalies, or outliers in the data before rendering charts. For instance, after the user uploads a CSV file, an AI model flags suspicious spikes or seasonal patterns, and we highlight them visually in the spreadsheet and chart.

In particular, I’m using Syncfusion’s Blazor Spreadsheet component to render the data grid, then overlaying colored annotations where the AI model flags anomalies. Attached charts display trend lines and forecasted values derived from the AI analysis.

So I’m curious: how would others approach integrating server-side AI models with Syncfusion’s components? Has anyone built a similar workflow—upload → analyze → visualize using Syncfusion UI—perhaps using Azure AI or TensorFlow.net? Any guidance on best practices for combining Syncfusion controls with an AI‑powered backend would be really helpful!

Thanks in advance for sharing your wisdom, and eager to learn from your experiences!

[Guhanathan Ramanathan]

Hi ,

 

Greetings from Syncfusion support.

 

From your query, we understand that you want to upload the excel file and load the table and chart into UI component display in the web page. Also you want Spreadsheet component in specific. We want to inform you that your requirement can be achieved using the Spreadsheet component which support table as well chart component.

But currently this support is limited to EJ2 Component. Refer to the below demo

Spreadsheet · Chart · Syncfusion JavaScript (ES5) UI Controls

 

Since the Blazor Spreadsheet component still under preview we have limited features and we have already considered your requirement as an feature request at our end and logged a feature task “Provide support for data visualization using charts in Spreadsheet ”. At the planning stage for every release cycle, we review all open features and identify features for implementation based on specific parameters including product vision, technological feasibility, and customer interest. We have planned to include these features along with other features while moving our component from Preview to production ready. So kindly request you to follow up with roadmap for further update. 

 

Provide support for data visualization using charts in Spreadsheet in Blazor | Feedback Portal

 

Till then we appreciate your patience.

 

Regards,

Guhanathan