TDM: Economic Infrastructure for Autonomous AI Agents

Give AI Agents Controlled Access to Money, Markets and Economic Actions

TDM provides economic infrastructure for autonomous AI agents that need to perform real-world economic actions. Our platform enables agents to trade assets, make predictions, execute payments, and interact with economic systems while maintaining programmable safety controls and bounded funding.

What AI Agents Can Do with TDM:

Runtime Safety for Autonomous Agents:

TDM ensures safe agent operation through: AgentVault for isolated per-agent funding, Rules Layer for policy evaluation before every action, Authorization checks for permission validation, Execution controls for bounded economic actions, and Recovery mechanisms for failure handling and fund refunds.

Works with Popular AI Models and Frameworks:

Build autonomous agents with ChatGPT, Claude (Anthropic), GPT-4 (OpenAI), and other AI models. Integrate with agent frameworks: LangChain, AutoGPT, CrewAI, or build custom agents. Deploy on Solana, Ethereum, or off-chain infrastructure. Compatible with TypeScript, Python, Go, and Rust.

Developer Tools:

Build autonomous agents with TDM SDK (TypeScript, Python, Go, Rust), integrate with any agent framework (LangChain, AutoGPT, CrewAI, custom agents), deploy on-chain or off-chain, monitor agent activity through dashboard, and configure programmable policies for agent behavior.

TDM
Beta
Economic Infrastructure

Economic infrastructure for autonomous AI agents

Give AI agents controlled access to money, markets and paid actions.

Build agents that can trade, predict, pay and execute

Build with TDMExplore the Protocol

Get started in 60 seconds

Install tdm-sdk and start building agents with controlled economic access

NPM
$npm install -g tdm-sdk
one package: CLI, local Dashboard, Contour Runtime, Hub tooling, Gateway clients, MCP
SDK DocsOpen GitHub

TDM is the control layer

Between autonomous agents and economic systems

AI Agent

Intent / Decision

TDM

Control & Execution Layer

Markets

Prediction

APIs

Payments

Runtime Safety for AI Agents

AgentVault + Rules + Recovery

AI Agent

Runs tasks, requests actions

REQUEST
ALLOW/DENY

AgentVault

ISOLATED PER AGENT

Rules Layer

EVALUATE BEFORE SPEND

Authorize

✓ CHECK

All checks pass. Action authorized.

EXECUTE

Execute

Perform action using AgentVault funds and permissions

ON FAILURE / ERROR

Recovery

HANDLE FAILURES & EXCEPTIONS

FEEDBACK TO AGENT
UPDATE VAULT

Let agents act — with limits

TDM gives autonomous agents controlled access to economic actions.

Trade

Execute controlled trades through connected market infrastructure.

Predict

Build autonomous prediction-market agents.

Pay

Let agents call paid APIs, services and data providers.

Execute

Allow agents to perform economic actions on behalf of users.

Autonomous agents need economic autonomy

AI agents can reason and execute workflows — but when they need to interact with money or markets, traditional infrastructure falls short.

Who controls the funds?

What can the agent spend?

Which markets can it access?

How much can it risk?

Who authorized the action?

What happened if execution failed?

How can the result be verified?

Infrastructure designed for agents, not humans

Traditional

Unrestricted Access

USER

APP

API key exposed
Wallet unrestricted
No controls

TDM

Control Layer

Policy Rules
Budget Limits
Authorization
Monitoring

With TDM

Controlled Autonomy

USER

AI AGENT

✓ Controlled

See TDM in action

Three concrete scenarios showing how autonomous agents operate with TDM

Prediction Markets: From AI decision to controlled action

The agent operates inside a programmable economic boundary, not unrestricted access to a wallet.

Agent workflow:

1

Analyze available markets

2

Identify an opportunity

3

Check its policy

4

Verify its available budget

5

Request authorization

6

Execute the trade

7

Verify the result

8

Record the evidence

Programmable boundaries:

Maximum position size

Session budget

Allowed markets

Allowed actions

Execution rules

Authorization requirements

Recovery policies

Trading Agents: Programmable economic boundaries

Execute controlled trades with defined limits, policies and execution rules.

Paid APIs: Agents need to buy things too

Purchase data, call paid APIs, or access premium tools with governed budgets and policies.

Economic actions:

Purchase data

Call a paid API

Rent compute

Access a premium tool

Pay another service

Acquire information needed to complete a task

A programmable economic execution layer

The technical primitives that power autonomous agent infrastructure

tdm dashboard / contours
Contours Dashboard preview
Contours

runtime + runs + agents

Contour runtime is the primary workspace

The Contours page is where operators inspect runs, vault scope, agent readiness, policy blocks, timeline events, and runtime evidence before a paid action continues.

  • run timeline and inspector
  • vault-scoped agent readiness
  • policy blocks and recovery hints

SDK command

tdm

TDM is the infrastructure. DaOS is the vision.

TDM provides the economic execution layer for this future.

DaOS

Decentralized Agent Operating System

A world where autonomous agents can:

Own and control resources

Discover tools and services

Manage bounded capital

Interact with markets

Transact with other agents

Execute multi-step economic workflows

Recover from failures

Operate with verifiable rules

Works With

Any Blockchain,
Any Platform

Integrated with leading blockchains, exchanges & prediction markets

Platforms & Exchanges

Integrated with DeFi, exchanges & prediction markets

Solana
Ethereum
BNB Chain
Base
Arbitrum
Polygon
Binance
Coinbase
Bybit
Kraken
Uniswap
Hyperliquid

Prediction Markets

PolymarketPolymarket
Kalshi

AI Agents

OpenAIChatGPT
ClaudeClaude
GeminiGemini
LangChainLangChain

Ready to run safe paid agents?

Start integrating TDM today. Build paid APIs, bounded agent runtimes, and recovery-aware execution on one programmable runtime and settlement layer.

Start Installation Join the Network