AI Trading Agent for IR Delivers 43% Annualized Return in Just 81 Days

New York, NY – September 19, 2025Tickeron, a pioneer in AI-driven trading solutions, today announced impressive results from its latest AI Trading Agent designed specifically for Ingersoll Rand (IR). Leveraging advanced Financial Learning Models (FLMs) on a 5-minute timeframe, the agent has achieved a remarkable 43% annualized return over 81 days, with closed trades generating $8,431 in profit and loss. This breakthrough underscores Tickeron’s commitment to making sophisticated trading accessible to beginners and experts alike through innovative AI tools.

Overview of Ingersoll Rand and the AI Trading Agent

Ingersoll Rand (IR) emerged from the merger of Gardner Denver and Ingersoll Rand’s industrial segment, creating a powerhouse in industrial technologies and services, as well as precision and science technologies. Serving diverse end markets like industrial, medical, and energy, IR offers a broad portfolio including compression, blower and vacuum, and fluid management products. In 2024, the company generated approximately $7.2 billion in revenue.

Tickeron’s AI Trading Agent for IR simplifies stock trading for novices by combining intraday and daily timeframes for a structured, user-friendly experience. Built on Tickeron’s proprietary FLMs, which integrate technical analysis with machine learning, the agent identifies bullish and bearish signals in real-time. This tool enhances transparency and efficiency, allowing users to make informed decisions without deep market expertise. For more details, visit https://tickeron.com/.

Strategic Features and Technical Basis

The AI Trading Agent merges pattern recognition with FLMs for precise, adaptive strategies. Entry signals on the 5-minute chart stem from high-frequency pattern analysis, while FLMs filter trends to minimize noise and boost accuracy. Machine learning optimizes pattern detection and execution, enabling a smart swing trading approach that holds positions for larger moves, with exits confirmed on daily charts.

Automated risk management limits open positions to six, backed by real-time monitoring. Designed for beginners, it reduces emotional trading via daily filters, systematically assessing data to minimize risks and maximize gains. The agent’s medium volatility balances opportunity and stability, with a low universe diversification score focusing on targeted instruments to hedge sector risks.

Enhanced Position and Risk Management

With a high maximum open positions of 10, the agent diversifies exposure to reduce risk. Its medium profit-to-dip ratio (2.57) offers balanced returns, ideal for intermediates and experts. Optimal in medium volatility markets (as indicated by upcoming VIX features), it thrives in dynamic conditions. Statistics show a Sharpe Ratio of 2.64, reflecting strong risk-adjusted performance, and a profit factor of 2.52, indicating profits outweigh losses by over 2.5 times.

Detailed Trading Statistics

Over 108 closed trades, the agent boasts 81 profitable ones (75% win rate) and 27 losses (25%). Average trade profit stands at $178.10, with losses at $212.04, yielding an average P/L of $78.07 per trade and an average duration of 2 days. All positions were long (75% win rate), with no shorts. Key highlights include maximum consecutive wins of 26 ($4,490.68 total) and losses of 10 ($3,064.15). Largest profit trade: $434.40; largest loss: $383.81. Absolute drawdown: $3,368.22; maximal per trade: $488.70. Average consecutive wins: 9; losses: 3. These metrics demonstrate robust performance, with annualized returns at 43.38%.

Tickeron Robots and Trading with AI Agents

Tickeron Robots revolutionize trading by automating strategies across assets, including inverse ETFs for hedging in downturns. These bots use FLMs to detect opportunities in volatile markets, allowing users to profit from declines via inverse ETFs without manual intervention. Enhanced infrastructure has scaled capacities, enabling FLMs to react and learn faster, resulting in new 15-minute and 5-minute Agents for quicker intraday responses. Explore Tickeron Robots at https://tickeron.com/bot-trading/, https://tickeron.com/copy-trading/, https://tickeron.com/ai-stock-trading/, https://tickeron.com/bot-trading/virtualagents/all/, https://tickeron.com/bot-trading/signals/all/, and https://tickeron.com/bot-trading/realmoney/all/. Follow updates on Twitter at https://x.com/Tickeron.

Spotlight on Tickeron AI Agents

Tickeron’s AI Agents represent the next evolution in trading, powered by shortened ML timeframes of 15 and 5 minutes versus the prior 60-minute standard. This allows for dynamic adaptation to intraday shifts, with faster signals validated through backtests showing superior timing. FLMs analyze price, volume, sentiment, and macros like LLMs process text, ensuring context-aware strategies. Available for various assets and conditions, these agents democratize institutional tools. Discover more at https://tickeron.com/ai-agents/.

Tickeron Products: Empowering Traders with AI

Tickeron offers a suite of AI tools for enhanced decision-making. The AI Trend Prediction Engine forecasts market movements .

Current Market Context and Popular News

Amid positive market momentum, U.S. stocks are steady near records, with the S&P 500 up 0.5%, Nasdaq 0.9%, and Dow eyeing weekly gains of 0.7% following the Federal Reserve’s 25-basis-point rate cut. Futures tread water ahead of U.S.-China trade talks, while inflows to U.S. stocks hit the highest in over a year, signaling investor confidence. FedEx shares rise on earnings, and indexes cool after a busy week of rate adjustments. This environment favors AI agents like Tickeron’s, which adapt swiftly to such dynamics.

Advancements in Financial Learning Models

Tickeron has advanced its proprietary technology with new AI Trading Agents on 15- and 5-minute ML frames, enabled by scaled infrastructure and faster-reacting FLMs. These process data more frequently for dynamic responses, improving trade timing as confirmed by tests. FLMs, akin to LLMs, analyze vast market data for pattern detection and strategies. “Tickeron has made the next breakthrough in Financial Learning Models for AI trading,” said Sergey Savastiouk, Ph.D., CEO. This furthers Tickeron’s mission to bring advanced tools to all investors.

Introducing the $Tickeron Token

Our company is rapidly expanding in cryptocurrency technologies. We are launching new crypto trading bots and have also created the Tickeron Token ($TICKERON), which will become a key element for our algorithms and other products in the future. Starting today, you have the opportunity to acquire $TICKERON and grow together with us as our ecosystem evolves. Join the community at https://discord.com/invite/J2cJJpH8wX.

About Tickeron

Tickeron is a financial technology company specializing in AI-driven trading and investing tools. Powered by proprietary Financial Learning Models (FLMs), Tickeron delivers real-time data analysis, pattern recognition, and predictive analytics for individual and institutional investors. For more information, visit www.tickeron.com.

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