Zyno AI Engine
Multi-Agent System

The 17-agent orchestration system that transforms user intent into on-chain artifacts.

Overview

Zyno is the AI core of Money Factory AI. It's an orchestration system that coordinates 24 specialized agents to transform natural language intents into production-ready on-chain artifacts.

LLM Base

GPT-5.1 with Structured Outputs (JSON Schema validation)

Knowledge Base

RAG (Retrieval-Augmented Generation) with vector database

Orchestration

AEPO (AI-Enhanced Pathway Orchestration) for individual paths + AECO (AI-Enhanced Cohort Orchestration) for groups

Output Format

JSON Schema-validated UI Blocks for consistent user experience

Agent Categories & Capabilities

Zyno coordinates 24 specialized agents across three categories:

Architect Core Agent

System design, technical architecture, Solana program structure

Engineer Core Agent

Smart contract generation, Anchor program scaffolding, code auditing

CFO Core Agent

Tokenomics modeling, financial projections, treasury management

Legal Specialized Agent

Compliance frameworks, regulatory guidance, terms drafting

Marketing Specialized Agent

GTM strategy, content creation, narrative development

Growth Specialized Agent

Distribution strategy, channel optimization, metrics tracking

Risk Specialized Agent

Security analysis, threat modeling, vulnerability assessment

DAO Specialized Agent

Governance design, voting mechanisms, proposal templates

Data Analyst Specialized Agent

Metrics dashboards, business intelligence, predictive analytics

Community Specialized Agent

Engagement strategy, moderation, Discord/X management

Auditor Specialized Agent

Code security, smart contract audits, vulnerability reports

Education Specialized Agent

Learning content creation, onboarding flows, documentation

Coach Specialized Agent

Personal guidance, progress tracking, motivation

RWA Specialized Agent

Real-world asset tokenization, compliance, legal structures

Evaluator Support Agent

Project assessment, scoring, recommendation generation

Integration Support Agent

External protocol connection, API orchestration

DevOps Support Agent

Infrastructure management, deployment automation, monitoring

Orchestration Flow

Zyno follows a sophisticated orchestration pattern to deliver the right expertise at the right time:

1
User Natural Language Input
User describes their project, question, or request in plain language
2
Zyno Core (Intent Analysis)
Analyzes user intent, classification, and context
3
Agent Selection & Routing
Routes to relevant agents (e.g. Architect, Engineer, CFO)
4
RAG Knowledge Base Query
Retrieves relevant information from Solana/Web3 knowledge base
5
Parallel Agent Execution
Agents work simultaneously on their specialized tasks
6
Output Synthesis
Merges and validates outputs, resolves conflicts
7
Journey Step UI Generation
Creates structured UI elements for user consumption

API Integration

Zyno exposes a powerful API for direct integration:

Endpoint: POST /api/zyno/orchestrate

Example Request

{
  "userId": "string",
  "journeyId": "string",
  "userInput": "I want to create a DeFi lending protocol with collateral management",
  "context": {
    "currentPhase": "build",
    "completedSteps": ["intro-defi", "defi-risk"],
    "userSkills": ["defi-basics", "smart-contracts"]
  }
}

Example Response

{
  "journeyStepResponse": {
    "blocks": [/* UI Blocks Array */],
    "xpAwarded": 50,
    "nextActions": ["review-architectural-plan", "examine-code-templates"],
    "zynoReasoning": "User has Defi knowledge, providing advanced lending protocol architecture..."
  },
  "agentsInvolved": ["Architect", "Engineer", "Risk", "Legal"],
  "processingTimeMs": 1850
}

Use Cases

Zyno enables a wide range of use cases across the Web3 development lifecycle:

Tokenomics Design

CFO Agent creates financial models with vesting schedules, allocation strategies, and revenue projections

Smart Contract Development

Engineer Agent generates Anchor program templates with security audits and test suites

Security Assessment

Risk Agent analyzes potential vulnerabilities and compliance requirements

Market Strategy

Marketing Agent develops go-to-market strategies and community engagement plans

Governance Framework

DAO Agent designs voting mechanisms and proposal processes

RWA Tokenization

RWA Agent structures real-world asset tokenization with legal compliance

Experience Zyno AI

Try the Zyno Terminal to interact directly with our multi-agent AI system.

Access Terminal Technical Spec