🏗️ Platform Architecture

Deploy, Scale, Monitor & Secure AI Models in One Unified Platform

Complete end-to-end AI infrastructure that handles everything from model deployment to enterprise governance. Built for scale, designed for developers, trusted by enterprises.

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Complete AI Infrastructure Architecture

Visual representation of PloyD's unified platform handling the entire AI model lifecycle

Developer Entry Points

Web UI

CLI

REST API

Python SDK

PloyD AI Platform

Control Plane

Orchestrator

Model Registry

Policy Engine

Compute Plane

Auto Scaler

Load Balancer

Resource Manager

Data Plane

Telemetry

Observability

Audit Trail

High-Performance Runtime

LLM Engines

Optimization

Serving

Acceleration

Multi-Cloud Infrastructure

Compute

Kubernetes GPU Clusters

Storage

Persistent Storage Cache Layer

Network

High-Speed Network Network Security

Four Pillars of AI Infrastructure Excellence

Every aspect of AI model lifecycle managed through a single, cohesive platform

Deploy Any Model

One-click deployment for any AI model with automatic optimization and scaling

Universal Model Support
LLMs, Computer Vision, NLP, Traditional ML - deploy any model architecture

3-Line Deployment
Deploy from Hugging Face, local files, or Git repositories instantly

Auto-Optimization
Automatic model quantization, batching, and inference optimization

Scale Intelligently

Adaptive scaling from zero to millions of requests with cost optimization

Predictive Auto-Scaling
AI-powered scaling that anticipates demand patterns and traffic spikes

GPU Optimization
Fractional GPU sharing, MIG support, and intelligent resource allocation

Cost Control
Scale-to-zero, spot instances, and automated cost optimization

Monitor Everything

Real-time observability across models, infrastructure, and business metrics

Performance Metrics
Latency, throughput, GPU utilization, and custom business metrics

Request Tracing
End-to-end request tracing with detailed execution breakdowns

Intelligent Alerts
Proactive anomaly detection with customizable alerting rules

Secure & Govern

Enterprise-grade security with comprehensive compliance and governance

Zero-Trust Security
End-to-end encryption, secure enclaves, and network isolation

Access Control
RBAC, SSO integration, and granular permission management

Audit & Compliance
Complete audit trails, compliance reporting, and governance policies

Flexible Deployment Options

Deploy PloyD anywhere - cloud, on-premises, or hybrid environments

Cloud Native

Fully managed service on AWS, GCP, and Azure with automatic scaling and maintenance

• Automatic updates • 99.99% uptime SLA • Global edge locations • Pay-as-you-scale

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On-Premises

Complete control with on-premises deployment for maximum security and compliance

• Data sovereignty • Air-gapped deployment • Custom hardware support • Enterprise support

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Hybrid Cloud

Best of both worlds with seamless hybrid deployment across cloud and on-premises

• Unified management • Data locality options • Seamless migration • Cost optimization

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Rich Integration Ecosystem

Connect with your existing tools and workflows seamlessly

AI Serving Engines

vLLM

SGLang

AI-Dynamo

TensorRT

Cloud Providers

AWS

GCP

Azure

CoreWeave

Monitoring & Observability

Prometheus

Grafana

Datadog

OpenTelemetry

DevOps & CI/CD

GitHub

GitLab

Kubernetes

Docker

Deploy, Scale, Monitor & Secure AI Models in One Unified Platform

Complete AI Infrastructure Architecture

Developer Entry Points

PloyD AI Platform

High-Performance Runtime

Multi-Cloud Infrastructure

Four Pillars of AI Infrastructure Excellence

Deploy Any Model

Universal Model Support LLMs, Computer Vision, NLP, Traditional ML - deploy any model architecture

3-Line Deployment Deploy from Hugging Face, local files, or Git repositories instantly

Auto-Optimization Automatic model quantization, batching, and inference optimization

Scale Intelligently

Predictive Auto-Scaling AI-powered scaling that anticipates demand patterns and traffic spikes

GPU Optimization Fractional GPU sharing, MIG support, and intelligent resource allocation

Cost Control Scale-to-zero, spot instances, and automated cost optimization

Monitor Everything

Performance Metrics Latency, throughput, GPU utilization, and custom business metrics

Request Tracing End-to-end request tracing with detailed execution breakdowns

Intelligent Alerts Proactive anomaly detection with customizable alerting rules

Secure & Govern

Zero-Trust Security End-to-end encryption, secure enclaves, and network isolation

Access Control RBAC, SSO integration, and granular permission management

Audit & Compliance Complete audit trails, compliance reporting, and governance policies

Flexible Deployment Options

Cloud Native

On-Premises

Hybrid Cloud

Rich Integration Ecosystem

AI Serving Engines

Cloud Providers

Monitoring & Observability

DevOps & CI/CD

Ready to Build on PloyD?

Universal Model Support
LLMs, Computer Vision, NLP, Traditional ML - deploy any model architecture

3-Line Deployment
Deploy from Hugging Face, local files, or Git repositories instantly

Auto-Optimization
Automatic model quantization, batching, and inference optimization

Predictive Auto-Scaling
AI-powered scaling that anticipates demand patterns and traffic spikes

GPU Optimization
Fractional GPU sharing, MIG support, and intelligent resource allocation

Cost Control
Scale-to-zero, spot instances, and automated cost optimization

Performance Metrics
Latency, throughput, GPU utilization, and custom business metrics

Request Tracing
End-to-end request tracing with detailed execution breakdowns

Intelligent Alerts
Proactive anomaly detection with customizable alerting rules

Zero-Trust Security
End-to-end encryption, secure enclaves, and network isolation

Access Control
RBAC, SSO integration, and granular permission management

Audit & Compliance
Complete audit trails, compliance reporting, and governance policies