Agent Economies Stack
Opportunities for builders in upcoming agent economy.
Layer 7: Orchestration & Routing
Routing System
Mechanisms for directing tasks to the most appropriate agents based on capabilities.
Orchestration System
Tools for managing complex workflows involving multiple agents working together.
Value Capture:
Efficiently coordinating complex tasks across multiple agents.
Layer 6: Discovery & Search
Search and Discovery System
Tools for locating and evaluating agents based on capabilities and requirements.
Value Capture:
Connecting users with the most relevant agent services.
Layer 5: Financial Systems
Payment System
Methods for transferring value between agents in exchange for services.
Decentralized Finance Ecosystem
Financial services like lending, borrowing, and investment available to agents.
Agent Tokenization
Onchain tokenization of agent revenues and governance rights.
Value Capture:
Transaction fees and financial service provision.
Layer 4: Trust & Governance
Communication Protocol
Standards and methods for agents to exchange information and coordinate actions.
Identity System
Methods for authenticating and verifying the identity of agents in the network.
Reputation System
Mechanisms for tracking and evaluating the reliability and quality of agents' work.
Cybernetic Contracts
Automated agreements that define the terms of interaction between agents.
Benchmarks / Evals
Standards and methods for evaluating agent performance and capabilities.
Value Capture:
Providing verification, security, and governance frameworks.
Layer 3: Tools & Capabilities
AI Tools & Plugins
Modular capabilities that extend the functionality of AI systems.
MCP Servers
Model-Capability-Protocol servers that provide standardized interfaces for agent capabilities.
Agent Capabilities
Specialized functions that agents can use to interact with external systems and services.
Value Capture:
Offering specialized capabilities to agents.
Layer 2: AI Agents
Specialized Agents
AI agents designed for specific domains or tasks with deep expertise.
Multi-agent Systems
Networks of agents that collaborate to solve complex problems.
Agent Memory
Systems that allow agents to store and recall information over time.
Value Capture:
Performing specialized tasks and providing expert services.
Layer 1: Foundational AI Blocks
Large Language Models
Advanced AI models capable of understanding and generating human-like text and reasoning.
Fine-tuned Models
Specialized AI models trained for specific tasks or domains.
Cloud AI Providers
Cloud compute systems that host and run AI models at scale.
Decentralized AI Providers
Decentralized compute systems that host and run AI models in a permissionless and private manner.
Value Capture:
Model access and infrastructure provision.
Direct Value Capture
Direct monetization through fees, subscriptions, and usage-based pricing models that generate immediate revenue. These mechanisms create clear value exchange between service providers and consumers.
Indirect Value Capture
Indirect benefits such as data collection, ecosystem growth, and network effects that create long-term value. These approaches often focus on building platforms and ecosystems that increase in value over time.
dAGI Accelerator
The rise of decentralized AGI will redefine the world's economy. Join founders building the next generation of decentralized AI components, agents, and on-chain market mechanisms.
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