About Cxmpute

Platform overview, architecture, and technical details

Cxmpute is a distributed AI/Compute services platform that connects users who need AI services with providers who offer compute resources, creating a global network of AI compute power.

Our Mission

We're building the future of AI infrastructure by democratizing access to compute resources and creating new income opportunities for hardware owners worldwide.

The Problem We Solve

  • Limited Access: Many developers can't access enterprise-grade AI infrastructure easily
  • Wasted Resources: Millions of powerful computers sit idle while AI demand grows
  • Centralization: AI compute is concentrated in a few major cloud providers
  • Pricing Uncertainty: Unpredictable costs and complex pricing models

Our Solution

Cxmpute creates a decentralized marketplace where:

  • Users get affordable, high-quality AI services
  • Providers monetize their idle hardware
  • Everyone benefits from a more distributed, resilient AI infrastructure

How Cxmpute Works

The Network

Shell
┌─────────────────┐    ┌──────────────────┐    ┌─────────────────┐
│   Users & Apps  │    │  Cxmpute Core    │    │    Providers    │
│                 │    │  (AWS/Platform)  │    │                 │
│ • Developers    │◄──►│                  │◄──►│ • Home Gamers   │
│ • Businesses    │    │  • Load Balancer │    │ • Data Centers  │
│ • AI Companies  │    │  • Health Monitor│    │ • Universities  │
│ • Researchers   │    │  • Orchestrator  │    │ • Crypto Miners │
└─────────────────┘    └──────────────────┘    └─────────────────┘

Core Components

1. Cxmpute Core (Central Platform)

  • Load Balancing: Routes requests to optimal providers
  • Health Monitoring: Ensures provider reliability
  • Orchestration: Manages the entire network
  • Billing & Rewards: Handles payments and provider compensation

2. User Layer (API & Dashboard)

  • OpenAI-Compatible APIs: Easy integration for developers
  • Dashboard: User-friendly interface for management
  • Analytics: Usage tracking and insights
  • Account Management: Usage monitoring and service access

3. Provider Network (Distributed Compute)

  • Provider CLI: Simple onboarding and management
  • Auto-Discovery: Automatic hardware profiling
  • Service Orchestration: Smart service assignment
  • Earnings Dashboard: Real-time earnings tracking

What We Offer

For Users

🤖 LLM Inference

  • Chat completions with dozens of models
  • OpenAI-compatible API endpoints
  • Streaming and non-streaming responses
  • Custom model support

🔍 Text Embeddings

  • High-quality vector embeddings
  • Multiple embedding models
  • Batch processing support
  • Optimized for semantic search

🗣️ Text-to-Speech

  • Natural voice synthesis
  • Multiple voice models
  • High-quality audio output
  • Fast generation times

🌐 Web Scraping

  • Intelligent content extraction
  • Markdown conversion
  • Batch URL processing
  • Metadata extraction

🛠️ Advanced Features

  • Tool calling and function execution
  • Structured JSON outputs
  • Custom response formats
  • Vision and multimodal capabilities

For Providers

💰 Passive Income

  • Earn money from idle hardware
  • Automatic service orchestration
  • Real-time earnings tracking
  • Flexible participation levels

🏆 Tiered System

  • Rewards based on hardware capabilities
  • Higher tiers get premium rates
  • Performance-based bonuses
  • Referral earnings

🔧 Simple Setup

  • One-click CLI installation
  • Automatic hardware detection
  • No technical expertise required
  • Continuous updates and support

Technology Stack

Platform Architecture

Frontend & API

  • Next.js 15: Modern React framework with App Router
  • TypeScript: Type-safe development
  • OpenAI Compatibility: Seamless integration

Backend Infrastructure

  • AWS Serverless: Lambda, DynamoDB, API Gateway
  • SST v3: Infrastructure as Code
  • Health Monitoring: Real-time provider tracking
  • Load Balancing: Intelligent request routing

Provider Network

  • React Ink CLI: Professional terminal interface
  • Ollama/llama.cpp Integration: Local LLM serving
  • Tunneling: Secure public access via ngrok
  • Multi-platform: macOS, Linux, Windows support

Security & Privacy

Data Protection

  • End-to-end encryption for all communications
  • No access to provider's personal files
  • Isolated compute environments
  • Privacy-first architecture

Provider Security

  • Sandboxed AI model execution
  • No system access beyond compute
  • Automatic security updates
  • Encrypted credential management

Network Security

  • DDoS protection and mitigation
  • Rate limiting and abuse prevention
  • Health monitoring and automatic failover
  • Secure tunnel management

Business Model

Current Phase: Free Testnet

During our testnet phase, all services are completely free for all users! Pricing for the mainnet launch is to be determined (TBD).

Join our Discord community to stay updated on pricing announcements, give feedback, and connect with other developers building with Cxmpute.

Future Model (TBD)

  • Service-Based: Revenue model to be determined based on community feedback
  • Provider Rewards: Fair compensation system for compute providers
  • Premium Features: Advanced analytics and custom model support
  • Enterprise Solutions: Dedicated infrastructure and support

Sustainability

  • Community-Driven: Network grows through user and provider satisfaction
  • Efficient Resource Use: Better utilization of existing hardware
  • Fair Economics: Balanced system benefiting all participants

Roadmap & Vision

Current Phase: Testnet

✅ Complete

  • Core platform infrastructure
  • Provider CLI and onboarding
  • Basic AI services (chat, embeddings, TTS, scraping)
  • Reward system and analytics

Near Term (6 months)

🚧 In Progress

  • Advanced model support and custom models
  • Enhanced provider analytics and optimization
  • Typescript and Python SDK and expanded API features
  • Mainnet launch with pricing structure (TBD)

Long Term (12+ months)

🔮 Planned

  • Cross-chain integration and payment options
  • Enterprise partnerships and custom solutions
  • Global expansion and regulatory compliance

Community & Governance

Open Source Commitment

  • Transparent Development: Core platform is open source
  • Community Contributions: Open to external developers
  • Public Roadmap: Community input on feature priorities
  • Regular Updates: Frequent communication and releases

Community Channels

Team & Support

Founded By

Experienced developers and entrepreneurs passionate about democratizing AI infrastructure and creating new economic opportunities through technology.

Values

  • Accessibility: Making AI services available to everyone
  • Transparency: Open development and clear communication
  • Community: Building together with users and providers
  • Innovation: Pushing the boundaries of distributed computing

Support

  • 24/7 Community: Active Discord community for peer support
  • Documentation: Comprehensive guides and API reference
  • Email Support: Direct contact for technical issues
  • Regular Updates: Continuous platform improvements

Getting Started

For Users

  1. Create Account - Sign up and get your API key
  2. Read Docs - Learn about our APIs and services
  3. Make First Request - Try our services for free

For Providers

  1. Download CLI - Get the provider software
  2. Follow Setup - Complete onboarding process
  3. Start Earning - Begin receiving requests and rewards

For Developers

  1. API Documentation - Complete API reference
  2. Code Examples - Sample implementations
  3. Community - Join our developer community

Ready to be part of the future of AI? Whether you want to use our services or provide compute power, Cxmpute makes it simple to participate in the decentralized AI economy.

Get Started Today →