# April 2025 Preview Release

## AI Visual Discovery Core Enhancements

AI Visual Discovery has been enhanced to improve recommendations and allow for more versatile product experiences. Key additions include:

### Hard filtering

A new type of Question that explicitly removes results from your recommended products, for instance in the case you want products of a certain size and that size only instead of something more subjective like style or usage.

### Question Enhancements

The upper limit for the number of questions and answers raised to a hundred as well as as descriptions lengths increased to five thousand characters, allowing for much more flexibility in how you want to design your Visual Discovery Experiences. 

<figure><img src="/files/6IQyg5ez3Czyc2mIBwhc" alt=""><figcaption></figcaption></figure>

With these upgrades and new functionality AI Visual discovery is even more well equipped to help both shoppers and buyers find exactly the product that they're looking for&#x20;

## Early Access: Transaction Manager

Introducing Transaction Manager, a new tool for managing complex product transactions. Capturing and passing customer insights across every step of the process, so buyers, salespeople, and dealers stay aligned.

<figure><img src="/files/kaLMgMVDofbcqubH0f3W" alt=""><figcaption></figcaption></figure>

How it works is items can be added to a Transaction either automatically with launching your experience or manually via a selection menu.&#x20;

With either, your customers entire Transaction both pre and post sale is stored in a centralized location and can be passed along to any step of your sales or manufacturing process capturing all the key details along the way.

<figure><img src="/files/Uo0fio84bU5cdta6LW0L" alt=""><figcaption></figcaption></figure>

Transaction Manager is only available on Catalog 2.0, if you think it's a good fit and would like to try it out, contact sales to find out more.

## Vector Enhancements&#x20;

The Vector processing capabilities in Threekit has been expanded to allow for better personalization of vector graphics and also for use in manufacturing.

### Expanded Vector API functionality

* Scale
* Color
* Scene controls for Individual Layer outputs

With both of these combined vector files personalized in Threekit are more representative of how they will actually look and be easier to work with in actually manufacturing your physical products.

### SVG Output for Manufacturing

The capabilities for Vector personalization has been expanded to better cover the end-to-end customer journey. Now within Threekit the personalized vector graphics can be directly exported in machine ready formats to be processed, making it easier to get from customer design to finished product.


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