> For the complete documentation index, see [llms.txt](https://wiki.letsterra.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://wiki.letsterra.com/product-features/analytics-ninja.md).

# 📈 Analytics Ninja

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### Feature Overview

Analytics Ninja transforms game analytics from manual SQL workflows into conversational intelligenc&#x65;**.** Connect your existing analytics platform, ask questions in plain English, and get precise answers with rich visualizations—no code required.

***

### Core capabilities&#x20;

#### 🧠 **Intelligent Schema Discover:**&#x20;

Automatically reconstructs your data model and fills knowledge gaps without manual documentation.

#### 🎮 **Gameplay Flow Auto-Detection:**&#x20;

Discovers user journeys from event sequences - no manual mapping required.

#### 💬 **Conversational Analytics Interface:**&#x20;

Natural language queries with business context awareness across guided and free-form modes.

#### 🔄 **Persistent Learning & Memory:**&#x20;

Gets smarter with every interaction, building permanent institutional knowledge.

## User Flow

### Phase 1: Initial Setup&#x20;

{% stepper %}
{% step %}
**Step 1 : Login with Google ID**

<figure><img src="/files/Zu8S6qLDJYPPgcYf6pti" alt="" width="253"><figcaption></figcaption></figure>
{% endstep %}

{% step %}
**Step 2: Connect to your data source**

* Select analytics platform from visual grid
* Enter platform-specific credentials
* Instant validation and data access confirmation

<div data-full-width="true"><figure><img src="/files/8WpDAulcGDg3iyvCuRZi" alt="" width="563"><figcaption></figcaption></figure> <figure><img src="/files/0yyoSFWAEKx3WC89RMHd" alt="" width="375"><figcaption></figcaption></figure> <figure><img src="/files/U2z4jGTanIUmmEVBPJSp" alt="" width="563"><figcaption></figcaption></figure></div>
{% endstep %}

{% step %}
**Step 3: Schema Enhancement (Optional)**

* Upload existing documentation for enhanced accuracy
* Skip to AI-powered analysis if no docs available
* 10-minute processing for automatic schema reconstruction

<div><figure><img src="/files/vQWVVUnqBDwgSNVLNNln" alt="" width="375"><figcaption></figcaption></figure> <figure><img src="/files/T9VWwq5reK9ILLbmh41A" alt="" width="375"><figcaption></figcaption></figure></div>
{% endstep %}

{% step %}
**Step 4 : Allow for data processing**&#x20;

This may take upto 10 minutes

<figure><img src="/files/daoGZYFYlyY5TmB4XeZv" alt="" width="375"><figcaption></figcaption></figure>
{% endstep %}
{% endstepper %}

### Phase 2: Resolve ambiguities

{% stepper %}
{% step %}
**Step 1: View all the flagged events & ambiguities**

<figure><img src="/files/oaiBS1QzlVNysz9Up5nd" alt="" width="375"><figcaption></figcaption></figure>
{% endstep %}

{% step %}
**Step 2: Event Clarification (2-3 minutes)**

* Review 3-5 flagged ambiguous events
* Confirm or correct AI interpretations

<div><figure><img src="/files/SBpwaXnVZLvmqtTRxNk0" alt=""><figcaption></figcaption></figure> <figure><img src="/files/rzo381jh8jnvCTikBnor" alt=""><figcaption></figcaption></figure></div>
{% endstep %}

{% step %}
**Step 3: Provided business and product Context**&#x20;

* Validate auto-detected game type
* Add optional context (monetization, audience, features)
* Set terminology preferences

<div><figure><img src="/files/Mn21HFEHdkst1xrL5xhY" alt=""><figcaption></figcaption></figure> <figure><img src="/files/9ZYncVb3kaWfbJ1kJIDg" alt=""><figcaption></figcaption></figure></div>
{% endstep %}

{% step %}
**Step 4: Validate user journey**

* Review 5-7 auto-discovered gameplay / user journeys
* Edit event sequences as needed
* Approve flows for analysis use

<div><figure><img src="/files/75c43A2695qN79B1afOm" alt=""><figcaption></figcaption></figure> <figure><img src="/files/VWQ0z2h6EOCXppKIS9ed" alt=""><figcaption></figcaption></figure></div>
{% endstep %}
{% endstepper %}

### Phase 3:  Ask questions & get insights

{% stepper %}
{% step %}

#### **Guided Mode: Step-by-Step Validation**

&#x20;Best for complex analysis where accuracy is critical and you want to verify each step

How it works:

* AI breaks down your query into logical steps
* Confirms data interpretation and business logic at each stage
* Validates event selection and filtering criteria with you
* Ensures analysis methodology aligns with your expectations before proceeding

<figure><img src="/files/LIuhFG9A7ktnQsqUZLWx" alt=""><figcaption></figcaption></figure>
{% endstep %}

{% step %}

#### **One Shot Mode: Complete Autonomous Analysis**

Best for well-defined questions where you trust the AI to handle all interpretation and analysis decisions

How it works:

* AI processes your complete query independently
* Makes all data interpretation and methodology decisions automatically
* Delivers comprehensive analysis without intermediate confirmations
* Uses learned business context to resolve ambiguities

<figure><img src="/files/WmCWoqajpfva91CSl7Gl" alt=""><figcaption></figcaption></figure>
{% endstep %}

{% step %}

### Ask any question about your data

Enter your query in plan English.&#x20;

<figure><img src="/files/4BCtYUEpfDIHLkNa0Do2" alt=""><figcaption></figcaption></figure>

{% endstep %}

{% step %}

### Get a detailed analysis with visualization

You can follow-up and ask more questions for details&#x20;

<figure><img src="/files/VRtaeg82zfCeZLJsdaiw" alt=""><figcaption></figcaption></figure>
{% endstep %}
{% endstepper %}