> For the complete documentation index, see [llms.txt](https://docs.churned.io/churned-docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.churned.io/churned-docs/getting-started-with-churned/start-with-churned.md).

# Start with Churned

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{% step %}

### 🎯Kick-off Meeting

* Introduction
* Approach & Goals
* Technical Questions
* Timeline & Next Steps
  {% endstep %}

{% step %}

### 🛰️Data Discovery 

* Gain insight → Data sources
* Clarifying Data
* Start of Integration
  * Fill out variable list
  * Database?
* Achieve accurate data mapping
  {% endstep %}

{% step %}

### 🌐Data Connection

* General Guide Lines
* Onboarding manuals → Industry based
  {% endstep %}

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### 🔎Data Validation

* Ensuring data → Clean & accurate
* Setting foundation of reliable model
* Data check
  {% endstep %}

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### 🌀Model Analysis and Improvement

* Making sure all data is correct 
* All required data has been send
  {% endstep %}

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### 🔬A/B Testing

* A/B → AI
* Next-best-action plan
* Retention plan (flows)
  {% endstep %}
  {% endstepper %}