---
title: "Product Updates - March 21, 2024"
slug: "product-updates-march-21-2024"
updated: 2024-03-22T21:16:15Z
published: 2024-03-22T21:16:15Z
canonical: "docs.sightmachine.com/product-updates-march-21-2024"
---

> ## Documentation Index
> Fetch the complete documentation index at: https://docs.sightmachine.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Product Updates - March 21, 2024

## Overview of Changes

| Component | **Notes** |
| --- | --- |
| **Factory BUILD** | [](https://docs.sightmachine.com/docs/dynamic-operators-2#migrating-to-dynamic-operators)[](https://docs.sightmachine.com/docs/dynamic-operators-2#custom-jinja-functions) - Pipeline Preview has been optimized to deliver results up to 10x faster, improving iteration times for testing pipeline logic and ensuring your data quality. - [Copy Templates Between Workspaces](https://docs.sightmachine.com/docs/build-your-own-template#copying-templates-between-workspaces) allows you to utilize workspace-specific Templates across workspaces and collaborate more efficiently with other data engineers. - [Pipeline Preview](https://docs.sightmachine.com/docs/data-preview) filters out unnecessary data right from the start of your preview, so you can get results faster and improve iteration times. - Error Handling has been updated, and now helps prevent inadvertent errors when you delete Templates from canvases. - The Breadcrumbs enhancement now allows you to easily navigate between Data Dictionaries and your pipeline canvas. |
| **Factory ANALYZE** | - [](https://docs.sightmachine.com/v1/docs/automated-loss-tree-in-kpi-explorer)[Data Visualization](https://docs.sightmachine.com/docs/dataviz-charttypes) now loads scatter plots data faster, improving your user experience. - The homepage now supports the computation of up to 100 KPI metrics, compared to the previous limit of 25. - Bug fix: Count of selected data fields in Field Picker no longer persistent between models. |