AI tools support market research, strategy development, and bot management in crypto trading. According to a MEXC survey, 84.8% of the 3,708 respondents had used AI for crypto research or cry
AI tools support market research, strategy development, and bot management in crypto trading.
According to a MEXC survey, 84.8% of the 3,708 respondents had used AI for crypto research or crypto trading in the previous six months. Among all respondents, 13% had tried an AI agent connected to an exchange account. The survey also explored how risk controls affect willingness to use automation. In a scenario with limits on funds, positions, leverage, and losses, plus automatic stopping at a loss threshold, 71.8% of respondents said they would be willing to allow AI to execute trades automatically.
These findings highlight the importance of defining an agent’s role within a crypto trading workflow: what information it can access, which strategies it can manage, and which conditions guide its actions.
Origami Tech, a crypto trading automation platform, combines market analysis, strategy creation, and portfolio management in one workflow. The AI Portfolio Manager works with the strategies chosen by the user and follows the conditions they set.
The first stage allows users to ask questions about their activity through the Agents interface in Origami Tech.
A trader can ask about bot performance, current profit and loss, open orders, or the meaning of available statistics. The AI tools also help with market questions, such as funding rates on a selected exchange.
Information about the user’s activity and market research become part of the same workflow. This helps traders assess the situation and decide whether a strategy requires attention.
The second stage focuses on crypto trading bot development.
The AI Assistant in Origami Tech can take a natural language description of a strategy and generate an initial Lua script. Traders can describe the market, entry and exit conditions, order size, and other parameters. A more detailed request can include risk tolerance, target position size, and the frequency of quote updates.
The generated code is presented to the user for review. Traders can examine the strategy logic, change its parameters, and decide whether to apply it before launching the bot. Origami Tech also provides Lua strategy templates that can be configured for a selected account and crypto trading pair.
Access to the strategy logic helps users compare their original request with the rules that will determine the bot’s behavior.
The third stage is the AI Portfolio Manager. In this context, a portfolio is a group of crypto trading strategies selected by the user for the agent to manage.
The trader chooses the strategies and sets conditions for the manager’s actions. Depending on those instructions, the agent can switch between strategies as market conditions change, adjust permitted bot parameters, and stop a bot when a specified risk condition is met.
During the management process, the manager also considers events related to bots, market questions, and conditions set by the user. The agent can report its decisions, record suggestions, and send notifications through Telegram.
An account balance threshold is one example of a condition a trader can set. If the balance falls below the specified level, the manager can be instructed to stop a bot.
AI management depends on the strategies, permissions, and conditions set by the user. Market liquidity, position funding, exchange connectivity, and open positions continue to affect the outcome of any crypto trading strategy.
The platform connects to supported centralized and decentralized exchanges. For API connections, Origami Tech’s security guidance specifies permissions for reading account data and crypto trading, and recommends keeping withdrawal permissions disabled.
The platform combines market and account insights, editable strategy code, and management of selected strategies in one environment. This allows traders to assess their activity, develop ideas, and define how an agent can manage their strategies.
Origami Tech’s AI tools are available on request through its Discord server.
