BizFirstAI Platform Architecture

Platform Components

AI Studio

Visual workflow designer with 150+ node types, 3-mode operation (Design/Execution/Evaluation), and real-time execution monitoring.

React 18 TypeScript React Flow

Flow Engine

Stack-based workflow orchestration with LIFO execution model, 26 specialized executors, pause/resume control, and comprehensive error handling.

.NET 9 Async/Await DI Pattern

Octopus AI

Multi-agent AI framework with 15+ LLM providers, 40+ plugins, MCP integration, function execution, and knowledge base support.

15+ LLMs MCP Protocol Plugin System

EdgeStream

Real-time WebSocket communication with SignalR, live execution monitoring, automatic reconnection, and <100ms event latency.

SignalR 8.0 WebSocket Fallback Polling

Data Ocean

Enterprise relational database with 40+ tables, multi-tenant architecture, complete audit trail, and referential integrity enforcement.

SQL Server PostgreSQL EF Core

Atlas Forms

Schema-driven form builder with 20+ control types, conditional logic, validation rules, and multi-framework support (React/Vue/Angular).

JavaScript Framework-Agnostic JSON Schema

Platform Statistics

150+

Node Types

26

Built-in Executors

15+

LLM Providers

40+

Plugins

40

Database Tables

20+

Form Controls

<100ms

Event Latency

99.99%

Uptime SLA

Core Features

Workflow Design

1

150+ Node Types

Triggers, logic, data, integrations, cloud, Web3, AI

2

Visual Designer

Drag-and-drop with parameter configuration

3

Multi-Threading

Sequential branches with parallel execution

Execution & Monitoring

4

Real-time Status

SignalR-based live node execution badges

5

Execution Control

Pause, resume, cancel with state preservation

6

Error Handling

4 recovery strategies + custom error flows

System Architecture

graph TB subgraph UI["Frontend Layer"] Studio["BizFirst AI Studio
React 18 + React Flow
150+ Node Types"] end subgraph API["API & Real-time Layer"] REST["REST API
Controllers"] SIG["EdgeStream
SignalR Hub"] end subgraph EXEC["Execution Layer"] Flow["BizFirst Flow
Stack-based Orchestration
26 Executors"] end subgraph AI["Intelligence Layer"] Oct["BizFirst Octopus
Multi-Agent AI
15+ LLMs + 40+ Plugins"] end subgraph DATA["Data Layer"] DB["Data Ocean
SQL Server / PostgreSQL
40+ Tables"] Forms["Atlas Forms
Schema-Driven UI
20+ Controls"] end Studio -->|HTTP/REST| REST Studio -->|WebSocket| SIG REST --> Flow Flow -->|Events| SIG Flow -->|Invoker| Oct Flow -->|EF Core ORM| DB Forms <-->|JSON Schema| DB SIG -->|SignalR| Studio style UI fill:#1f6feb,stroke:#58a6ff,color:#c9d1d9 style API fill:#238636,stroke:#3fb950,color:#c9d1d9 style EXEC fill:#9e6a03,stroke:#fb8500,color:#c9d1d9 style AI fill:#ae3f6e,stroke:#f97583,color:#c9d1d9 style DATA fill:#1158c7,stroke:#58a6ff,color:#c9d1d9

Technology Stack

Layer	Technology	Purpose	Version
Frontend	React 18 + Vite	Visual workflow design	Latest
Frontend	React Flow 11.10	Graph visualization	11.10.0
Frontend	Zustand 4.4	State management	4.4.0
Backend	.NET 9	Application runtime	9.0
Backend	SignalR 8.0	Real-time communication	8.0
Backend	Entity Framework Core	ORM mapping	9.0
Database	SQL Server	Primary database	2019+
Database	PostgreSQL	Alternative database	13+
AI	OpenAI / Claude / DeepSeek	LLM providers	Latest APIs
AI	MCP Protocol	Model Context Protocol	1.0

Explore the Platform

Navigate through detailed architecture diagrams, data flows, component specifications, deployment strategies, and security considerations.

Architecture

Components

Nodes

Data Flows

Deployment

Security