The-Oracle

Open-source AI-powered trademark prediction tool.

The Oracle: Open-Source Trademark Prediction Tool

Mission Statement

The Oracle is an open-source AI-powered tool designed to predict future product names, check trademark availability, and empower individuals by leveling the playing field against corporate monopolization of intellectual property. This tool is built as a resource for creators, entrepreneurs, and innovators, ensuring fair access to name ownership.

Core Features (Planned)

✅ AI-Driven Naming Predictions – Uses NLP & machine learning to predict likely future product names based on past trends from companies like Apple, Tesla, gaming studios, etc.

✅ Trademark Availability Checker – Cross-references predicted names with existing trademark databases (USPTO, WIPO, etc.).

✅ Open-Source & Community-Driven – Fully accessible for contributors, with no gatekeeping or restrictions.

✅ Legal Filing Guide – Provides simple step-by-step guidance for securing trademarks without requiring expensive lawyers.

✅ Future Expansion – Integration of global trademark databases, real-time monitoring of corporate trademark filings, and advanced AI-powered forecasting.

Project Roadmap

Phase 1: GitHub Infrastructure & Repo Setup (✅ Current Step)

• Establish repo structure
• Create README, contribution guidelines, and initial documentation
• Define key goals & planned features

Phase 2: Data Collection & AI Model Training

• Gather historical product naming data (Apple, Tesla, fashion, gaming, etc.)
• Identify naming patterns using Natural Language Processing (NLP)
• Train AI models to predict likely future names

Phase 3: Trademark Database Integration

• Scrape & integrate USPTO, WIPO, and other databases
• Implement an API or search function for checking availability

Phase 4: Usability & Public Access

• Build a simple web-based UI for users to check names & availability
• Ensure public access remains fully open-source

How to Contribute

🔹 Developers: Help with AI models, NLP training, and API integration 🔹 Legal Experts: Guide users on trademark filing processes 🔹 Data Scientists: Assist in analyzing naming trends 🔹 General Contributors: Spread the word, suggest improvements, and refine features

Get Involved

The Oracle is for everyone. Join us in building a tool that shifts power from monopolies back to creators.

🌍 "Predicting the Future, Protecting the People." 🚀

Installation & Usage

1. Clone the repository:

   git clone https://github.com/christiannew/The-Oracle.git

2. Navigate to the project folder:

   cd The-Oracle

3. Install dependencies (once we define them):

   pip install -r requirements.txt

4. Run the application (when available):

   python main.py

License

This project is released under the MIT License, ensuring open collaboration and accessibility.