Platform Architecture

Nuviax Intelligence Fabric Architecture

Enterprise-grade multi-agent platform built for security, observability, and governance at scale.

Security First
Zero-trust architecture
Full Observability
Every action traced
Modular Design
Composable components
Enterprise Scale
Horizontal scaling

High-Level Architecture

Multi-layer architecture designed for secure, observable, and scalable enterprise AI operations.

Application Layer

User interfaces, APIs, and integrations

Web UI
React-based interface
REST API
Programmatic access
Integrations
Enterprise connectors

Agent Orchestration Layer

Multi-agent coordination and workflow execution

Agent Runtime
Execution engine
Workflow Engine
Task coordination
Human-in-Loop
Approval gates
Observability
Tracing & logging

Knowledge & Data Layer

Semantic storage and retrieval infrastructure

Vector Store
Semantic search
Graph DB
Relationships
Document Store
Raw artifacts
Cache Layer
Performance

Model Strategy Layer

LLMs, embeddings, and specialized models

LLM Gateway
Multi-provider
Embedding Models
Vector generation
Vision Models
Image processing
Fine-tuned
Custom models

Security & Governance Layer

Authorization, encryption, and policy enforcement

IAM
Access control
Encryption
At rest & transit
Audit Logs
Compliance trail
Policy Engine
Governance rules

Infrastructure Layer

Compute, storage, and networking

Kubernetes
Container orchestration
Cloud Agnostic
AWS / Azure / GCP
Load Balancing
High availability

Agent Orchestration Layer

Coordinate complex multi-agent workflows with human-in-the-loop oversight and full observability.

Agent Runtime Engine

Sandboxed execution environment for AI agents with resource limits, timeout controls, and error handling.

  • Isolated agent execution contexts
  • Resource quotas & rate limiting
  • Automatic retry & fallback logic
  • Real-time performance monitoring

Workflow Orchestration

DAG-based workflow engine that coordinates parallel tasks, manages dependencies, and handles complex branching logic.

  • Parallel agent execution
  • Dependency resolution
  • Conditional branching
  • State management & checkpointing

Human-in-the-Loop Controls

Configurable approval gates that pause workflows for human review at critical decision points.

  • Approval workflows with routing
  • Confidence-based escalation
  • Manual override capabilities
  • Audit trail for decisions

Full Observability

End-to-end tracing and logging that captures every agent action, LLM call, and decision point for debugging and compliance.

  • Distributed tracing (OpenTelemetry)
  • Structured logging with metadata
  • LLM prompt/response capture
  • Real-time dashboards

Knowledge & Data Layer

Hybrid storage architecture optimized for semantic search, graph relationships, and document retrieval.

Vector Database

High-performance vector storage for semantic search and retrieval-augmented generation (RAG).

Technologies:
PineconeWeaviatepgvector

Graph Database

Relationship-driven storage for entity connections, document lineage, and knowledge graphs.

Technologies:
Neo4jAmazon Neptune

Document Store

Object storage for raw documents, processed artifacts, and large binary files.

Technologies:
S3MongoDBPostgreSQL

Model Strategy

Multi-model architecture with intelligent routing, cost optimization, and performance monitoring.

LLM Gateway

Unified API that abstracts multiple LLM providers with intelligent routing, caching, and fallback strategies.

Supported Providers:
OpenAIAnthropicGoogleAzure OpenAIAWS Bedrock
  • Task-based model routing
  • Response caching & deduplication
  • Cost tracking per request

Embedding Models

Optimized embedding generation for semantic search, document similarity, and retrieval operations.

Model Options:
OpenAI AdaCohereBGEE5
  • Domain-specific fine-tuning
  • Batch processing optimization
  • Multilingual support

Vision & Specialized Models

Vision Models

Process images, diagrams, charts, and scanned documents

GPT-4 VisionClaude Vision
OCR Models

Extract text from scanned documents and images

TesseractAWS Textract
Fine-tuned Models

Custom models trained on enterprise data

Domain-specificClassification

Security & Isolation

Zero-trust architecture with defense-in-depth security controls and tenant isolation.

Identity & Access Management

Role-based access control (RBAC) with SSO, MFA, and attribute-based policies.

  • SAML 2.0 / OIDC SSO integration
  • Multi-factor authentication
  • Fine-grained permission model

End-to-End Encryption

AES-256 encryption at rest and TLS 1.3 in transit with customer-managed keys.

  • AES-256 encryption at rest
  • TLS 1.3 for data in transit
  • Customer-managed encryption keys

Multi-Tenant Isolation

Strict data segregation with network isolation and dedicated compute resources per tenant.

  • Logical data separation
  • Network segmentation (VPC)
  • Private deployment options

Audit Logs & Compliance

Immutable audit logs for every action with tamper-proof storage and compliance reporting.

  • Immutable audit trail
  • SOC 2 Type II certified
  • GDPR & HIPAA compliant

Deployment Topologies

Flexible deployment options that meet your security, compliance, and operational requirements.

Cloud Hosted (SaaS)

Fully managed multi-tenant environment with automatic updates and 99.9% uptime SLA.

Best For:
  • • Fast time-to-value
  • • Standard compliance requirements
  • • Cost-effective scaling
Starting at $80K/year
RECOMMENDED

Private Cloud / VPC

Dedicated infrastructure in your AWS/Azure/GCP account with full network isolation.

Best For:
  • • Enterprise compliance (FedRAMP, HIPAA)
  • • Custom network policies
  • • Data residency requirements
Starting at $250K/year

On-Premises

Self-hosted deployment in your data center with air-gapped installation options.

Best For:
  • • Classified/sensitive data
  • • Air-gapped environments
  • • Full infrastructure control
Custom pricing

Reference Infrastructure Requirements

Compute
16-32 vCPUs
per node
Memory
64-128 GB RAM
per node
Storage
500 GB - 5 TB
SSD recommended
Network
10 Gbps
minimum bandwidth

Ready to architect your AI platform?

Schedule a technical deep-dive with our platform architects to discuss your requirements.

Built for enterprise security and compliance

SOC 2 TYPE II
ISO 27001
FedRAMP READY
HIPAA COMPLIANT