CONNEX AI Agent

The CONNEX AI Agent is an autonomous enterprise intelligence engine engineered for strategic reasoning, dynamic artifact generation, and multi-turn execution within strict token and security guardrails.

Multimodal Deep Reasoning

Executes multi-step task planning, document synthesis, and domain logic resolution powered by flagship AI models.

Dynamic Artifact Sandboxes

Generates interactive live components, executable code snippets, Recharts analytical dashboards, and Mermaid diagrams.

Agentic RCAG Grounding

In-text chunk citations ([ref:filename#section]) anchor all conclusions directly to verified enterprise source documents.

Sub-100ms Query Planner

1-turn 1-channel precision targeting minimizes latency and eliminates wasteful multi-turn reasoning loops.

Agentic Reasoning Pipeline

The cognitive architecture follows a strict 4-stage pipeline ensuring deterministic business boundary enforcement and capital efficiency.

Technical Specifications

1. Token Capital Allocation Guardrails

All autonomous agent reasoning workflows operate within deterministic budgetary limits to eliminate infinite recursion and runaway compute costs.

Metric / Guardrail	Value	Enforcement Layer	Purpose
Max Turn Budget	5 Turns	Native Runtime Guard	Prevents runaway token bleed loops
L1 Gatekeeper SLA	< 100ms	In-Memory / Flash LLM	Early escapes greetings and out-of-scope traffic
Prompt Max Size	70,000 chars	WebSocket Frame Boundary	Prevents 1007 CloseFrame socket disconnects
Citation Fidelity	100% Grounded	Post-Processor Filter	Eradicates speculative hallucinations

2. WebSocket Streaming Protocol

Real-time bidirectional streaming delivers token updates directly to the client interface using structured event envelopes.

// Example: Subscribing to CONNEX live session stream
const socket = new WebSocket(`wss://connex.cloud/api/v1/agent/live?token=${sessionToken}`);

socket.onmessage = (event) => {
  const envelope = JSON.parse(event.data);
  switch (envelope.type) {
    case 'TEXT_DELTA':
      streamTypist.append(envelope.payload.delta);
      break;
    case 'ARTIFACT_EMIT':
      artifactRegistry.render(envelope.payload.artifact);
      break;
    case 'CITATIONS_RESOLVED':
      citationBadge.update(envelope.payload.sources);
      break;
  }
};

Get Started

Core Features

Security & Tenancy

CONNEX AI Agent

Multimodal Deep Reasoning

Dynamic Artifact Sandboxes

Agentic RCAG Grounding

Sub-100ms Query Planner

Agentic Reasoning Pipeline

Technical Specifications

1. Token Capital Allocation Guardrails

2. WebSocket Streaming Protocol

Multimodal Deep Reasoning

Dynamic Artifact Sandboxes

Agentic RCAG Grounding

Sub-100ms Query Planner

​Agentic Reasoning Pipeline

​Technical Specifications

​1. Token Capital Allocation Guardrails

​2. WebSocket Streaming Protocol

Agentic Reasoning Pipeline

Technical Specifications

1. Token Capital Allocation Guardrails

2. WebSocket Streaming Protocol