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Domain Agents

Specialized Workers for Business Functions

Domain Agents are specialized workers within the IntegrateWise Agent Network that provide domain-specific expertise, capabilities, and workflows. Unlike Core Spine Agents (system-level), Domain Agents focus on specific business functions and are configurable per tenant or domain.

Core Agents provide the foundation. Domain Agents provide the specialization.

Domain Agent Categories

🔍 Research Agents

Knowledge discovery and analysis across multiple sources.

Agent	Purpose	Key Capabilities
Web Research Agent	Real-time web search	Parallel browsing, content extraction, monitoring
AI Research Agent	Deep research with AI	Multi-source search, cross-validation, hypothesis generation
Market Research Agent	Competitive intelligence	Competitor analysis, trend tracking, market sizing
Technical Research Agent	Technical deep-dives	Documentation parsing, API analysis, technology comparison

Use Cases

Market analysis and competitive intelligence
Technical research and technology evaluation
Deep-dive analysis on specific topics
Multi-source information synthesis

🌐 Browser Agents

Automated web interactions and data extraction using real browser automation.

Agent	Purpose	Key Capabilities
eve Browser Agent	Natural language browsing	Multi-page workflows, authenticated browsing
Kernel Browser Agent	Kernel-based automation	Low-level browser control, visual testing
Stagehand Agent	Playwright-powered browsing	Natural language commands, smart element interaction
Parallel Agent	Multi-browser research	Parallel browsing, distributed scraping

Use Cases

Web data extraction and scraping
Automated form filling and submission
Multi-page workflow automation
Browser testing and validation

💻 Coding Agents

Development assistance and automation.

Agent	Purpose	Key Capabilities
AI SDK Computer Use Agent	AI-powered coding	Computer use capabilities, code execution
Coding Agent Platform	Coding assistance	Code generation, review, debugging
Open Agents	Open-source agents	Autonomous task execution
AgentGPT	Agent creation	Assemble and deploy AI agents

Use Cases

Code generation and review
Automated testing and debugging
Development workflow automation
AI-powered coding assistance

🏭 Software Factory (eve)

Development lifecycle orchestration.

Agent	Purpose	Key Capabilities
eve Software Factory	Meta-agent orchestration	Development lifecycle management
eve GitHub Maintainer	GitHub management	Issue digestion, PR summaries, Linear handoffs
eve Typefully Agent	Social media management	Content drafting, scheduling, analytics
eve Content Agent	Content creation	Blog drafting, style enforcement
eve Marketing Team	Team coordination	Multi-agent marketing workflows
eve Sanity Copilot	Sanity CMS management	Schema management, GROQ queries
eve Personal Agent	Personal assistance	Memory management, cross-platform identity
eve Slack Agent	Slack integration	Webhook handling, agent templates

Use Cases

Automated software development workflows
GitHub repository maintenance
Content creation and management
Multi-platform agent coordination

📈 Marketing Agents

Marketing operations and lead generation.

Agent	Purpose	Key Capabilities
Lead Agent	Lead qualification	Multi-source capture, enrichment, scoring, routing
Sales Call Summary Agent	Call analysis	Recording transcription, insight extraction, action items
Customer Reviews Agent	Feedback analysis	Review summarization, sentiment analysis, insights
Campaign Agent	Campaign management	Multi-channel campaigns, performance tracking, optimization

Use Cases

Inbound lead qualification and routing
Sales call analysis and follow-up
Customer feedback analysis
Marketing campaign optimization

✍️ Content Agents

Content creation, management, and optimization.

Agent	Purpose	Key Capabilities
Documentation Agent	Documentation generation	Markdown creation, API docs, structure generation
FAQ Generator	FAQ creation	Question extraction, answer generation, formatting
Style Guide Agent	Content styling	Style enforcement, consistency checking

Use Cases

Automatic documentation generation
FAQ creation from existing content
Style guide enforcement
Content optimization

👤 Personal Agents

Individual productivity assistance.

Agent	Purpose	Key Capabilities
Personal Assistant	Comprehensive assistance	Task management, calendar, communication, context
Calendar Agent	Calendar management	Scheduling, conflict detection, meeting preparation
Email Agent	Email management	Inbox organization, drafting, automated responses

Use Cases

Personal task and calendar management
Email organization and automation
Multi-platform personal assistance
Productivity optimization

Architecture

All Domain Agents share a common architecture:

┌─────────────────────────────────────────────────────────────┐
│                    DOMAIN AGENT STRUCTURE                      │
├─────────────────────────────────────────────────────────────┤
│                                                                  │
│  ┌─────────────────────────────────────────────────────────┐ │
│  │                    DOMAIN CONTRACT                         │ │
│  │  - Domain definition (sales, marketing, etc.)            │ │
│  │  - Entity types (Customer, Opportunity, etc.)            │ │
│  │  - Business rules and logic                                │ │
│  │  - Integration requirements                                │ │
│  │  - Governance policies                                      │ │
│  └─────────────────────────────────────────────────────────┘ │
│                                                                  │
│  ┌─────────────────────────────────────────────────────────┐ │
│  │                    CAPABILITY LAYER                         │ │
│  │  - Domain-specific capabilities                            │ │
│  │  - Reusable skills                                          │ │
│  │  - Integration connectors                                    │ │
│  │  - MCP tools                                                │ │
│  │  - API endpoints                                             │ │
│  └─────────────────────────────────────────────────────────┘ │
│                                                                  │
│  ┌─────────────────────────────────────────────────────────┐ │
│  │                    WORKFLOW ENGINE                          │ │
│  │  - Domain workflows                                         │ │
│  │  - Task templates                                           │ │
│  │  - Orchestration patterns                                   │ │
│  │  - Handoff protocols                                         │ │
│  └─────────────────────────────────────────────────────────┘ │
│                                                                  │
│  ┌─────────────────────────────────────────────────────────┐ │
│  │                    INTEGRATION LAYER                        │ │
│  │  - Connected systems                                        │ │
│  │  - Data sources                                              │ │
│  │  - External APIs                                             │ │
│  └─────────────────────────────────────────────────────────┘ │
│                                                                  │
└─────────────────────────────────────────────────────────────┘

Integration with Spine Workspace

Context Flow

When a Domain Agent runs within Spine Workspace:

Context Assembly - Spine Fabric provides:
- Domain-specific context (customer data, opportunity history, etc.)
- Previous interactions and work history
- Related documents and information
- Team and organizational context
Intent Understanding - Domain Agent analyzes:
- Specific domain requirements
- Business rules and logic
- Integration requirements
- User preferences and patterns
Action Execution - Domain Agent performs:
- Domain-specific task execution
- Integration with connected systems
- Workflow orchestration
- Handoff to other agents when needed
Continuity - Spine Fabric stores:
- Domain-specific data and results
- Work history and patterns
- Learning and improvements
- Audit trails and receipts

Agent Collaboration

Domain Agents collaborate with Core Agents:

Twin → Orchestrates domain tasks within overall user workflow
Discovery → Identifies appropriate Domain Agents for tasks
Schema → Validates domain data against canonical models
Coworker → Handles complex domain workflows requiring coordination
Triage → Prioritizes and routes domain tasks based on urgency

Configuration

Domain Agent Settings

# Example: Marketing Agents Configuration
marketing_agents:
  enabled: true
  
  # Lead Agent Configuration
  lead_agent:
    enabled: true
    sources: [web_forms, chat, email, events]
    enrichment:
      firmographic: true
      technographic: true
      behavioral: true
    scoring:
      demographic_weight: 0.4
      behavioral_weight: 0.3
      intent_weight: 0.3
    routing:
      strategy: round_robin
      territory_based: true
      custom_rules: []
    
  # Campaign Agent Configuration
  campaign_agent:
    enabled: true
    channels: [email, social, ads, events]
    tracking:
      utm_parameters: true
      conversion_tracking: true
    optimization:
      a_b_testing: true
      performance_analysis: true

# Example: Personal Agents Configuration
personal_agents:
  enabled: true
  
  personal_assistant:
    enabled: true
    task_management: true
    calendar_integration: true
    communication_coordination: true
    
  calendar_agent:
    enabled: true
    sync_interval: 300  # 5 minutes
    conflict_detection: true
    meeting_preparation: true
    
  email_agent:
    enabled: true
    providers: [gmail, outlook]
    auto_categorize: true
    auto_prioritize: true
    smart_reply: true

Use Cases by Domain

Sales

Lead Qualification - Score and route inbound leads
Opportunity Management - Track and progress sales opportunities
Forecast Analysis - Analyze and predict sales performance
Customer Research - Gather intelligence on prospects

Marketing

Campaign Management - Create and manage multi-channel campaigns
Lead Generation - Generate and nurture leads
Content Creation - Generate marketing materials
Analytics - Track and analyze marketing performance

Customer Success

Account Health - Monitor customer health metrics
Renewal Management - Manage renewal workflows
Support Triage - Route and prioritize support requests
Onboarding - Streamline customer onboarding

Product & Engineering

Development Workflows - Automate development processes
Code Review - AI-powered code analysis
Documentation - Automatic documentation generation
Issue Management - Analyze and manage GitHub issues

Business Operations

Data Analysis - Analyze business metrics
Process Automation - Automate repetitive workflows
Reporting - Generate business reports
Knowledge Management - Organize business knowledge

Personal Productivity

Task Management - Organize and prioritize tasks
Calendar Management - Schedule and manage meetings
Email Management - Organize and automate email
Communication - Coordinate across multiple platforms

Monitoring & Analytics

Domain Agent Metrics

Domain	Metrics	Description
All Domains	Tasks Completed	Number of tasks successfully completed
	Errors	Number of errors or failures
	Response Time	Average time to complete tasks
	Context Usage	How often domain context is leveraged
Marketing	Leads Processed	Number of leads qualified and routed
	Campaigns Managed	Number of active campaigns
	Conversion Rate	Lead-to-opportunity conversion rate
Sales	Opportunities Managed	Number of active opportunities
	Forecast Accuracy	Accuracy of sales forecasts
	Deal Velocity	Average time to close deals
Customer Success	Accounts Monitored	Number of customer accounts tracked
	Health Scores	Number of health scores calculated
	Renewal Rate	Customer renewal rate
Personal	Tasks Managed	Number of personal tasks handled
	Emails Processed	Number of emails managed
	Meetings Scheduled	Number of meetings coordinated

Domain Agent Dashboard

Each domain provides:

Real-time activity view
Performance metrics
Usage analytics
Health monitoring
Configuration management

Best Practices

For Administrators

Start with Core Domains - Implement agents for your primary business functions first
Configure Properly - Set up domain-specific rules and integrations
Monitor Performance - Track agent metrics and adjust as needed
Train Users - Educate users on effective agent usage
Iterate - Continuously improve configurations based on usage

For Developers

Follow Domain Contracts - Adhere to domain-specific patterns and conventions
Leverage Existing Agents - Use available Domain Agents before building new ones
Contribute Improvements - Share domain-specific enhancements with the community
Test Thoroughly - Ensure domain workflows work correctly with all integrations

For Users

Understand Your Domain - Learn what agents are available for your work
Provide Domain Context - Help agents understand your specific business context
Use Domain Workflows - Leverage domain-specific automation and processes
Give Feedback - Help improve domain agents with your input

Security & Governance

Domain-Specific Permissions

Each domain can have its own permission model:

domain_permissions:
  marketing:
    agents:
      lead_agent: [read, write, execute]
      campaign_agent: [read, write]
    data:
      leads: [read, write, delete]
      campaigns: [read, write]
      contacts: [read, write]
    integrations:
      crm: [read, write]
      email: [read, write, send]
      
  sales:
    agents:
      opportunity_agent: [read, write]
      forecast_agent: [read]
    data:
      opportunities: [read, write]
      accounts: [read, write]
      contacts: [read, write]
    integrations:
      crm: [read, write]
      calendar: [read, write]

Data Isolation

Domain-Specific Data - Each domain maintains its own data and context
Cross-Domain Access - Controlled access between domains
Tenant Isolation - Complete isolation between different tenants
Audit Trails - Comprehensive logging of all domain activities

Roadmap

Short-term (0-3 months)

Additional domain agent types (Finance, HR, Legal)
Enhanced domain-specific configurations
Improved cross-domain collaboration
Better domain analytics and reporting

Medium-term (3-6 months)

Advanced domain workflows
Predictive domain capabilities
Expanded domain coverage
Improved domain learning

Long-term (6-12 months)

Fully autonomous domain operations
Self-optimizing domain agents
Cross-organization domain collaboration
Advanced domain insights

Support

Documentation

Spine Agent Network - Overview of the agent network
Core Agents - Foundation agents
Network Effect - How agents create exponential value

Community

Professional Services

Quick Reference

Domain Agent Summary

Category	Count	Primary Use
Research Agents	4	Knowledge discovery
Browser Agents	4	Web automation
Coding Agents	4	Development
Software Factory	8	Dev lifecycle
Marketing Agents	4	Marketing operations
Content Agents	3	Content management
Personal Agents	3	Individual productivity
Total	30+	Specialized work

Key Concepts

Domain-Specific - Each agent focuses on a specific business function
Configurable - Domain agents can be configured per tenant
Collaborative - Domain agents work with Core Agents
Integrated - Domain agents connect to relevant systems

Specialized Workers for Business Functions

Domain Agent Categories

🔍 Research Agents

Use Cases

🌐 Browser Agents

Use Cases

💻 Coding Agents

Use Cases

🏭 Software Factory (eve)

Use Cases

📈 Marketing Agents

Use Cases

✍️ Content Agents

Use Cases

👤 Personal Agents

Use Cases

Architecture

Integration with Spine Workspace

Context Flow

Agent Collaboration

Configuration

Domain Agent Settings

Use Cases by Domain

Sales

Marketing

Customer Success

Product & Engineering

Business Operations

Personal Productivity

Monitoring & Analytics

Domain Agent Metrics

Domain Agent Dashboard

Best Practices

For Administrators

For Developers

For Users

Security & Governance

Domain-Specific Permissions

Data Isolation

Roadmap

Short-term (0-3 months)

Medium-term (3-6 months)

Long-term (6-12 months)

Support

Documentation

Community

Professional Services

Quick Reference

Domain Agent Summary

Key Concepts

Next Steps