Architecture Deep-Dive

Cloud-Native Architecture Built for Sub-Second Scale

Modular, cloud-native architecture engineered for sub-second execution and enterprise reliability

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01Presentation Layer

Visual DAG Canvas (React Flow / Canvas2D)

Live Interactive API Playground

Executive Monitoring & Run History Dashboard

CLI & VS Code Extension

02API & Governance Gateway

OpenAPI / REST & WebSocket Ingress Gateway

IAM Authentication & RBAC Policy Engine (OIDC / SAML)

Rate Limiting & Tenant Quota Manager

Audit Logging & Compliance Event Bus

03Agentic & Orchestration Core

DAG Dependency Resolver & Topo-Sorter

Autonomous Flow Agent (Schema Healing & Anomaly Triage)

LLM Gateway & Vector Embedding Service

Task Scheduler (Cron, Event, & Webhook Triggers)

04Distributed Execution Runtime

Worker Pool Autoscaler (KEDA on Kubernetes)

In-Memory State & Cache Layer (Redis Cluster)

Zero-Copy Streaming Ingestion Engine (Apache Arrow)

Isolated Sandboxed Transformation Containers

05Storage & Connector Ecosystem

Cloud Object Storage (AWS S3, GCP GCS, Azure Blob)

Lakehouses & Warehouses (Snowflake, BigQuery, Databricks)

Transactional Relational DBs (Postgres, MySQL, Oracle)

Streaming Backbones (Kafka, Redpanda, Kinesis, Pulsar)

Toggle between the layered component view and the full ASCII topology for engineering reviews.

Deployment Flexibility

Three Supported Deployment Topologies

Run ProAI wherever your security, latency, and compliance requirements demand it.

Our multi-tenant control plane on Google Cloud Run and GKE. Zero infrastructure operations, automatic upgrades, and global edge routing.

Fastest Onboarding

Deploy the full runtime into your own AWS, GCP, or Azure account using our Terraform modules and Helm charts. Your data never leaves your network.

Enterprise Standard

For regulated and defense environments: fully offline Kubernetes deployment with mirrored container registries and local model gateways.

Regulated Industries

The resource library documents the operational details behind each layer: capacity planning, network topology, and compliance mapping.