---
title: "Overview"
description: "Documentation for Overview"
---
[AIR-3][AIS-3][BPC-3][RES-3]
# AI & Machine Learning Overview
## Overview
Add a brief overview of this document here.
## Table of Contents
- [Section 1](#section-1)
- [Section 2](#section-2)
## Introduction
Anya Core's AI/ML capabilities provide advanced features for blockchain analytics, security monitoring, and system intelligence. This document provides an overview of the AI/ML components and their integration points within the Anya Core ecosystem.
## Core Components
### 1. ML System Architecture
The ML system follows a hexagonal architecture pattern with clearly defined inputs, outputs, and domain logic. Key components include:
- **Agent Checker System**: Monitors and verifies system health and readiness
- **Data Processing Pipeline**: Handles data ingestion, transformation, and feature extraction
- **Model Serving**: Provides real-time inference capabilities
- **Training Framework**: Supports model training and fine-tuning
### 2. Model Types
- **Bitcoin Analytics**: Transaction pattern recognition, anomaly detection
- **Security Monitoring**: Threat detection, intrusion prevention
- **System Intelligence**: Performance optimization, resource management
### 3. Integration Points
- **Blockchain Layer**: Direct integration with Bitcoin protocol
- **API Layer**: REST and gRPC interfaces for model serving
- **Monitoring**: Real-time metrics and alerting
## Key Features
- **Real-time Processing**: Low-latency inference for time-sensitive operations
- **Scalability**: Horizontal and vertical scaling support
- **Security**: Built-in security measures for AI/ML components
- **Compliance**: Adherence to regulatory requirements
- **Extensibility**: Plugin architecture for custom models and algorithms
## Getting Help
For more detailed information, refer to the following documents:
- [Integration Guide](INTEGRATION.md)
- [System Architecture](ARCHITECTURE.md)
- [Metrics & Monitoring](METRICS.md)
- [Compliance](COMPLIANCE.md)
## Support
For support, please open an issue in the [GitHub repository](https://github.com/anya-org/anya-core/issues).
## See Also
- [Related Document](#related-document)