One API that gives any AI agent the ability to simulate, execute, and track on-chain actions autonomously
Ardent Research's AI Agent Blockchain Execution Platform, is a hosted execution layer that gives AI agents the ability to execute onchain actions autonomously and safely, without a human managing wallets, gas, or transaction signing at every step.
The problem is straightforward. AI agents today can reason, plan, and decide, but when it comes to actually doing something financial onchain, they hit a wall. Wallets require human management. Gas must be handled manually. Signing is not autonomous. The infrastructure the industry has built was designed for humans, not for software agents making decisions independently.
Ardent Research closes that gap with AI Agent Blockchain Execution Platform. The platform gives any AI agent, whether built on LangChain, Claude, ChatGPT, AutoGPT, or a custom pipeline, a deterministic ERC-4337 smart wallet, pre-flight transaction simulation before broadcast, multi-chain execution across Ethereum, Base, and Arbitrum, integrated payment handling, and full lifecycle tracking from intent to confirmed onchain transaction, all through a single REST API.
On Arbitrum specifically, Ardent Research is integrated with GMX V2, enabling AI agents to open, manage, and close leveraged perpetual positions purely from natural language commands. No ABI knowledge required. No calldata construction. The agent states its intent, the platform simulates the action, validates it, and executes it with the transaction hash returned as cryptographic confirmation.
The platform ships four developer integration interfaces: a zero-dependency CLI tool, an MCP Server that plugs Ardent Research directly into Claude Desktop, ChatGPT Desktop, Cursor, and Windsurf, an OpenAPI 3.1 spec ready for any framework that consumes API schemas, and an Agent Playbook designed to load as a system prompt for any LLM agent with direct HTTP access.
Security is treated as a first-class primitive throughout. Signing keys are encrypted at rest with AES-256-GCM. Every execution event is confirmed via HMAC-SHA256 signed webhooks. Transactions are simulated before broadcast to catch reverts, bad gas math, and adverse state changes before they touch real funds.
The platform is live on testnet across Ethereum Sepolia, Base, and Arbitrum, with protocol integrations across GMX V2 on Arbitrum, Aave V3 and Balancer on Sepolia, and Compound III on Base.
Site: https://www.ardentresearch.xyz
Docs: https://docs.ardentresearch.xyz