📈 Analytics Ninja
Ask natural language questions about your game — no SQL, no schema headaches.
Feature Overview
Analytics Ninja transforms game analytics from manual SQL workflows into conversational intelligence. Connect your existing analytics platform, ask questions in plain English, and get precise answers with rich visualizations—no code required.
Core capabilities
🧠Intelligent Schema Discover:
Automatically reconstructs your data model and fills knowledge gaps without manual documentation.
🎮 Gameplay Flow Auto-Detection:
Discovers user journeys from event sequences - no manual mapping required.
💬 Conversational Analytics Interface:
Natural language queries with business context awareness across guided and free-form modes.
🔄 Persistent Learning & Memory:
Gets smarter with every interaction, building permanent institutional knowledge.
User Flow
Phase 1: Initial Setup
Step 1 : Login with Google ID
Step 2: Connect to your data source
Select analytics platform from visual grid
Enter platform-specific credentials
Instant validation and data access confirmation
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
Step 4 : Allow for data processing
This may take upto 10 minutes
Phase 2: Resolve ambiguities
Step 1: View all the flagged events & ambiguities
Step 2: Event Clarification (2-3 minutes)
Review 3-5 flagged ambiguous events
Confirm or correct AI interpretations
Step 3: Provided business and product Context
Validate auto-detected game type
Add optional context (monetization, audience, features)
Set terminology preferences
Step 4: Validate user journey
Review 5-7 auto-discovered gameplay / user journeys
Edit event sequences as needed
Approve flows for analysis use
Phase 3: Ask questions & get insights
Guided Mode: Step-by-Step Validation
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
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
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