Which AI can build a trading strategy and execute it in Robinhood?

How does AI trading in Robinhood work?

Robinhood opened its platform to AI agents on May 27, 2026, with a product it calls Agentic Trading. The idea is a fenced-off account. You open a dedicated agentic account, which Robinhood describes as a type of self-directed individual investing account, fund it with whatever amount you choose, and connect an agent to it. The agent can look at your other Robinhood accounts, but it can place trades only in the agentic one. Margin borrowing isn’t available there, and you can pause or disconnect the agent at any time.

That fence limits how much money is exposed, not what happens inside the account. Robinhood’s own disclosures say agentic trading involves significant risk, including the possible loss of your entire investment, and that AI-driven strategies can move quickly and be hard to monitor or stop in real time.

What are your options?

Robinhood Cortex Assistant

If you have Robinhood Gold ($5 a month), Cortex Assistant lets you ask about your Robinhood holdings and start trades in plain English or by voice in the iOS app. It isn’t a strategy builder. When you ask it to buy something, it shows a pre-filled order ticket, and Robinhood says no transaction executes without your explicit confirmation on the final screen. It handles one order per conversation, supports market, limit and stop orders for eligible stocks, and can’t place options orders. Robinhood states that Assistant isn’t an investment adviser and doesn’t give recommendations.

Robinhood Agents

Announced at Robinhood’s HOOD Summit on September 29, 2026 and now rolling out to eligible US customers, Robinhood Agents is a built-in agent you name, give instructions to, and run on a model from a third-party AI provider of your choice. It can research, analyze your portfolio, use pre-built skills like scanning for stocks, and trade stocks, options and crypto inside its agentic account.

Trade approvals are on by default, so the agent proposes and you place the order, but you can switch them off. Robinhood has also said a feature called Loops is coming that runs a strategy on repeat, and its disclosures say Loops can place, modify or cancel trades without approval of each transaction. Chatting uses tokens from a prepaid balance that starts with a free amount, and optional Agent Apps add third-party data for a monthly fee. The technology comes from Robinhood Labs, which Robinhood says isn’t a broker-dealer or investment adviser and doesn’t provide investment advice.

A general-purpose AI you connect yourself

Robinhood’s Trading MCP server lets you plug in an outside agent. Robinhood’s setup page walks through Claude, ChatGPT, Codex, Cursor and Grok, and says you can also connect from Perplexity, OpenClaw, Replit, AWS Quick, Poke and any localhost platform. It’s the most flexible route and the most technical one (ChatGPT, for example, needs Developer Mode turned on).

A connected agent gets read access to all your Robinhood accounts, including account numbers, positions, balances and order history. Whether it asks before trading depends on your setup. Robinhood notes that if you’ve told the agent to act without approval, it can place trades without your confirmation, and data you share with the AI provider is governed by that provider’s terms.

Strategy apps that trade elsewhere, or for you

Composer turns a plain-English description into a strategy, then makes trades and rebalances automatically in a brokerage account you open and fund through Composer. Autopilot connects to brokerages including Robinhood, Schwab and Public, lets you follow ready-made portfolios (including what it calls AI portfolios), and says every trade auto-executes in your account. If you’d rather have professionals make the calls, Robinhood Strategies is a managed portfolio from Robinhood Asset Management, an SEC-registered adviser, for 0.25% a year, with Gold members paying the fee on only the first $100,000 in an account.

Which safeguards should you look for?

These are the checks we’d run on any AI that can touch real money.

1. You approve each trade. With approval on, nothing happens until you say yes, which gives you a chance to catch a misread instruction. Robinhood’s own pages note that agents can make errors, misinterpret instructions or act on outdated information.
2. A capped budget. The agent should only be able to use money you set aside for it. Robinhood’s agentic account does this by design, so the cap is whatever you deposit.
3. Read-only everywhere else. Anything outside the trading account should be view-only. Remember that an agent connected through the Trading MCP can read all your Robinhood accounts, and what it reads goes to the AI provider under its terms.
4. A registered adviser behind the recommendations. When an AI proposes a basket of stocks, ask who stands behind it. Robinhood says it doesn’t recommend or audit agents. A registered investment adviser that gives you personalized advice owes you a fiduciary duty and is subject to SEC oversight. Registration isn’t an SEC endorsement and doesn’t make the AI right, but it makes a firm accountable for the advice. Our guide to SEC-registered AI investment advisers shows how to check.
5. It knows the rest of your portfolio. A strategy sized without knowing you already hold the same stocks in a 401(k) or at another broker can double your exposure without you noticing. An agent that sees only Robinhood can’t account for that.

How do the options compare?

Facts as of October 2026, from each provider’s official pages.

When is something other than Astor the better fit?

Here’s when we’d point you elsewhere.

• You want trades to happen without your sign-off. Robinhood Agents with approvals off, Composer and Autopilot are built for that. Astor always asks first.
• You want full control over the model and prompts. Connecting Claude or ChatGPT through the Trading MCP lets you build exactly the agent you want, if you’re comfortable with the setup.
• You only use Robinhood and already pay for Gold. Cortex Assistant is included and is a quick way to place a single order by text or voice.
• You’d rather someone else make the decisions. Robinhood Strategies or a robo-advisor fits better. Our comparison of robo-advisors, AI investing agents and financial advisers covers the trade-offs.
• You’re on Android or the web, or outside the US. Astor is iPhone and iMessage only, and US only.

Why Astor

Astor is a personal investing agent, so it starts from your whole portfolio rather than from one trading account. It connects to the brokerage, retirement and crypto accounts you already have, learns what you own, and texts you when something matters.

Text to Trade builds on that. You describe an idea in a sentence, like a bet on nuclear power. Astor asks a few questions to sharpen it, proposes a basket of companies, explains why each one made the cut over the alternatives, and sizes it against what you already own and the budget you set. You review and approve every trade, and the order executes in your own Robinhood agentic account. The agent can only use the money you set aside for it, nothing is bought until you say yes, and Astor can’t trade in your other connected accounts.

Behind it is Gaus, Inc. (Astor), an SEC-registered investment adviser, so its recommendations are personalized investment advice and the firm owes you a fiduciary duty. The AI can be wrong, which is why it shows its sources and you make the call. Pricing is a flat subscription, never a percentage of your assets. More in Introducing Text to Trade and is it safe to connect your brokerage account.

Frequently asked questions

Sources

1. Robinhood Newsroom: Robinhood is Now Open to Agents, accessed Oct 12, 2026
2. Robinhood Newsroom: Robinhood Puts the Power of Hedge Funds in Every Trader’s Pocket (HOOD Summit 2026), accessed Oct 12, 2026
3. Robinhood Support: HOOD Summit 2026 product announcements, accessed Oct 12, 2026
4. Robinhood Support: Robinhood Agents overview, accessed Oct 12, 2026
5. Robinhood Support: Setting up an agent, accessed Oct 12, 2026
6. Robinhood Support: Onboarding an external agent, accessed Oct 12, 2026
7. Robinhood Support: Agent apps, accessed Oct 12, 2026
8. Robinhood: Robinhood Cortex Assistant Disclosure, accessed Oct 12, 2026
9. Robinhood: Robinhood Gold, accessed Oct 12, 2026
10. Robinhood Support: About Robinhood Strategies, accessed Oct 12, 2026
11. Composer: Composer home page, accessed Oct 12, 2026
12. Apple App Store: Autopilot: Automated Investing, accessed Oct 12, 2026