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Project Types

AgentGraph offers three core project types to help you leverage AI agents for your business needs.

Agentic Business Operating System​

For this project type, an AgentGraph Forward Deployed Engineer will conduct an end-to-end assessment of your business operating system. They will identify strategic applications of agentic systems to:

  • Drive revenue growth
  • Manage costs effectively
  • Improve your products and services

This comprehensive approach helps you understand where AI agents can have the greatest impact across your entire business operations.

Agentic System Development​

For this project type, an Applied AI Engineer will work against an agent design you publish to the AgentGraph marketplace. This approach is ideal when you have a specific agent concept in mind and want to work with expert builders to bring it to life.

Leading use cases across business functions:

Sales

  • Lead qualification and scoring agents
  • Sales call preparation and follow-up automation
  • CRM data enrichment and pipeline management
  • Personalized sales outreach and email sequences
  • Contract analysis and negotiation support

Service

  • Customer support chatbots and virtual assistants
  • Ticket routing and prioritization agents
  • Knowledge base search and retrieval systems
  • Proactive issue detection and resolution
  • Customer sentiment analysis and escalation

Marketing

  • Content generation and personalization agents
  • Campaign optimization and A/B testing automation
  • Social media management and engagement
  • Email marketing automation and segmentation
  • Marketing analytics and performance insights

Data Operations

  • Data quality monitoring and validation agents
  • Automated data pipeline orchestration
  • Real-time data transformation and ETL processes
  • Anomaly detection and alerting systems
  • Data governance and compliance automation

Product UI/UX

  • Conversational interfaces and chat experiences
  • Personalized user onboarding flows
  • In-app assistance and guidance agents
  • User behavior analysis and recommendations
  • Accessibility and inclusive design automation

Ecommerce

  • Product recommendation engines
  • Shopping assistant and concierge agents
  • Inventory management and forecasting
  • Price optimization and dynamic pricing
  • Order processing and fulfillment automation
  • Customer review analysis and response

To get started, create and publish your agent design to the AgentGraph marketplace where builders can review and bid on your project.

Model Development​

For this project type, an AI/ML Engineer with Small Model Specialization will work with your data to develop a custom model tailored to your specific needs. They will:

  • Understand when a small model can replace a big one
  • Fine-tune small/medium models to do your specialized tasks
  • Distill frontier models into lighter versions
  • Instrument and analyze your current LLM usage
  • Route requests across in-house/small/big models
  • Apply deep knowledge of cost vs. quality tradeoffs
  • Ship to production (not just research notebooks)

This approach ensures you get models that are both cost-effective and performant for your specific business requirements.