AI-Driven Personalization

Amperity Customer Data Cloud helps companies turn raw customer data into a valuable data asset for running their business using AI to resolve identities and a suite of models to generate assets for any use case.

**Solution Overview**
In this notebook we'll demonstrate building and deploying a GenAI model that generates high-quality content tailored to customers' product preferences and spending behaviors. This solution seamlessly integrates customer data with AI-generated copy enabling you to pass approved personalized content at scale to your ESP or downstream toosl of choice.

**Business Problem**
The holiday season is a key time for US retailers and consumer brands, with many businesses earning 25% of their annual revenue in November and December alone. For specialty brands in toys, games, and hobbies, it can rise to as much as 34.5%. This makes it essential to capture consumer attention well in advance of the critical shopping window. But with so many organizations competing for this attention, how does one stand out and win over customers bombarded with options?

Increasingly, the response is to lean into personalization. Personalized marketing content tailored to the needs, interests, and preferences of individual consumers is widely recognized as an effective way to cut through the noise and grab shoppers’ attention. But while it can improve results compared to other mass marketing approaches, the cost in time and effort of developing content has often constrained how truly personalized it can be.

**Why Amperity Customer Data Cloud?**

Amperity’s Customer Data Cloud seamlessly integrates with Databricks via Delta Sharing, allowing direct access to unified and enriched customer data for AI models. By leveraging Amperity's unified profiles, brands can ensure enhanced accuracy and reliability of model outputs. This approach enables businesses to create tailored messages that resonate with specific consumer segments, cutting through the noise and capturing shoppers' attention effectively. By employing Amperity’s unified profiles, companies can streamline data sharing, automate identity resolution, enrich Lakehouse data, and distribute insights effortlessly to numerous destinations, revolutionizing their marketing strategy.

The increased accuracy and depth of customer data with Amperity directly translate into more precise, impactful, and engaging marketing campaigns, making personalized marketing a scalable and efficient approach for winning over customers during the critical shopping window.

To access the Solution Accelerator Notebook:
1. Select "Get Instant Access" on the top right of the page
2. Click "Open"
3. Navigate to the top "amperity_ai_driven_personalization" catalog
4. Click to the subtab "Other Assets" in the catalog
5. Clone the notebook
6. Navigate to the cloned notebook and click "Run all"

**[Sign up for a free trial](https://amperity.com/trial)** to see how your brand can use Amperity to build robust unified datasets and durable customer profiles that support all of your brand’s use cases. You may use trial data provided by Amperity or you may upload samples of your own customer data.

**Amperity Free Trial Includes:**
- Support: Dedicated support email to talk to experts, public user slack.
- Demo Data: No need for infosec, use a provided set of trial data
- Guides and Docs: Step-by-step instructions and videos to guide your trial

**Amperity Customer Data Cloud**
- [Eliminate data silos](https://www.amperity.com): Seamlessly make your data in Databricks accessible to business users and downstream tools and systems with Amperity's bi-directional data share, while maintaining security & governance with Unity Catalog.
- [Enrich your lakehouse with unified customer data:](https://docs.amperity.com/reference/stitch_results.html) Automate identity resolution and unify profile data with an AI-powered toolkit, enriching your Lakehouse with customer profile data for further analysis and modeling.
- [Activate data anywhere:](https://docs.amperity.com/destinations.html) Activate data stored in Databricks with Amperity's reverse ETL to send enriched customer data to 200+ destinations.