# Type of Services

Cortensor offers a variety of AI services tailored to meet diverse application needs, evolving from basic inference tasks to more specialized capabilities. Not all services require real-time responses, allowing for flexible and efficient use of network resources.

**Overview**

Cortensor’s services cater to different intelligence needs, ensuring that applications can leverage AI capabilities effectively, whether they require immediate responses or can operate with delayed processing.

## **Key Services**

### **Inference Services**:

* Provides AI inference capabilities for applications to submit prompts and receive completions.
* Supports both real-time and non-real-time processing, enabling flexible integration.
* Utilizes Llama 3 models, both quantized and regular, to accommodate various hardware capabilities.
* Includes tasks such as classification, prediction, and content generation.

### **Prediction Services**:

* Analyzes historical data to predict future trends and outcomes.
* Essential for applications in finance, marketing, and supply chain management.
* Utilizes advanced machine learning algorithms for accurate forecasts.

### **Generation Services**:

* **Synthetic Data Generation**: Creates artificial data for training AI models, enhancing performance and addressing data scarcity.
* **Content Generation**: Produces text, images, and other content types based on user prompts.
* **Data Augmentation**: Improves the robustness and performance of AI models through data augmentation techniques.

### **Classification Services**:

* Categorizes data into predefined classes for applications like spam detection, image classification, and document categorization.
* Identifies and classifies entities within text, useful for NLP applications.
* Classifies text based on sentiment, aiding in customer feedback analysis and social media monitoring.

### **Oracle Services**:

* Offers decentralized oracle services that provide reliable data feeds to smart contracts.
* Ensures applications receive accurate and verified external data, crucial for blockchain-based operations.

### **AI Marketplace**:

* Facilitates a marketplace where developers can share, sell, and purchase AI models and services.
* Supports the sharing of fine-tuned models with watermarks to incentivize contributions.
* Allows for the creation and distribution of prompts to be used with inference sessions.
* Future plans include integrating AI agents that can interact with the network and be hosted on-chain, enhancing the functionality and reach of AI services.