---
title: "October product updates | Lemon AI News"
description: "Predictions now arrive sooner, models retrain when behavior changes, and Predictive Dashboards have moved to Lemon’s own analytics system."
canonical: "https://lemon-ai.com/news/3"
markdown_url: "https://lemon-ai.com/news/3.md"
language: "en"
image: "https://lemon-ai.com/og/news-3.png"
image_alt: "A D0-to-D7 timeline representing faster predictions and model updates."
date_published: "2024-10-01"
date_modified: "2024-10-01"
authors: ["Gregory Potemkin"]
schema_types: ["BreadcrumbList","NewsArticle","Organization","Person","WebPage","WebSite"]
---

# October product updates

October 01, 2024

By [Gregory Potemkin](https://lemon-ai.com/authors/gregory-potemkin) 

October brings three changes to Predictive Analytics.

#### Earlier prediction events

The first prediction event can now arrive within **24 hours of installation**. Lemon sends another update every 24 hours as actual revenue arrives, giving ROAS campaigns more data earlier in the cohort.

#### Automatic model retraining

Lemon now **updates the training data preparation automatically** and retrains models when user behavior changes, including after an app update or a change in the audience mix.

#### Predictive Dashboards move to Lemon

Predictive Dashboards have moved from Metabase to **Lemon’s own analytics system**. The new dashboard will roll out to all users.

[← All news](https://lemon-ai.com/news)

### See what Lemon can do

[Cohort Prediction](https://lemon-ai.com/predictive-analytics)

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