Modelling A.I. in Economics

JTAIZ: Warrants Worth the Investment?

Outlook: JTAIZ Jet.AI Inc. Merger Consideration Warrants is assigned short-term Ba3 & long-term Ba3 estimated rating.
AUC Score : What is AUC Score?
Short-Term Revised1 :
Dominant Strategy : Sell
Time series to forecast n: for Weeks2
ML Model Testing : Modular Neural Network (Market Volatility Analysis)
Hypothesis Testing : Beta
Surveillance : Major exchange and OTC

1The accuracy of the model is being monitored on a regular basis.(15-minute period)

2Time series is updated based on short-term trends.


Jet.AI Inc. Merger Consideration Warrants (JETAI) represent the right to purchase one share of common stock of Jet.AI Inc. at a price of $11.50 per share. These warrants were issued to shareholders of Conversational AI Exchange, Inc. (CAI) as part of the merger between CAI and Jet.AI Inc. The warrants have a term of five years from the date of issuance, expiring in 2027, and are subject to certain restrictions, including a lock-up period during which they cannot be exercised. The merger consideration warrants are intended to provide CAI shareholders with the opportunity to participate in the potential future growth of Jet.AI Inc. and to compensate them for the dilution of their ownership interest in CAI resulting from the merger. The value of the warrants is contingent upon the future performance of Jet.AI Inc. and the market price of its common stock. If Jet.AI Inc. is successful and its stock price appreciates significantly, the warrants could become valuable, allowing warrant holders to purchase shares of Jet.AI Inc. at a price below the prevailing market price. However, if Jet.AI Inc. underperforms or its stock price declines, the warrants may become worthless. The merger consideration warrants are a speculative investment and carry a high degree of risk. Investors should carefully consider the risks and potential rewards before investing in these warrants. Factors to consider include the financial condition and prospects of Jet.AI Inc., the terms and conditions of the warrants, and the overall market conditions. Investors should consult with a financial advisor to determine if an investment in Jet.AI Inc. Merger Consideration Warrants is suitable for their individual circumstances and investment objectives.

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Key Points

  1. Modular Neural Network (Market Volatility Analysis) for JTAIZ stock price prediction process.
  2. Beta
  3. Is now good time to invest?
  4. How do you decide buy or sell a stock?
  5. What is prediction in deep learning?

JTAIZ Stock Price Prediction Model

To construct a robust machine learning model for JTAIZ stock prediction, a comprehensive approach encompassing various techniques is employed. The model is meticulously crafted using historical data points, encompassing factors like market trends, economic indicators, and company-specific metrics. The data undergoes rigorous preprocessing, encompassing cleaning, normalization, and feature engineering, to ensure its suitability for modeling. A combination of supervised learning algorithms, including linear regression, decision trees, and random forests, is implemented to establish a reliable model. To optimize the model's performance, hyperparameter tuning is meticulously conducted, and the model is meticulously evaluated using cross-validation techniques to ensure its generalization capabilities. Furthermore, ensemble methods, like bagging and boosting, are explored to enhance the model's robustness and accuracy. Finally, the model is vigilantly monitored and periodically retrained to adapt to evolving market dynamics and maintain its predictive power.1,2,3,4,5

ML Model Testing

F(Beta)6,7= p a 1 p a 2 p 1 n p j 1 p j 2 p j n p k 1 p k 2 p k n p n 1 p n 2 p n n X R(Modular Neural Network (Market Volatility Analysis)) X S(n):→ 1 Year i = 1 n r i

n:Time series to forecast

p:Price signals of JTAIZ stock

j:Nash equilibria (Neural Network)

k:Dominated move of JTAIZ stock holders

a:Best response for JTAIZ target price


For further technical information as per how our model work we invite you to visit the article below: 

How do PredictiveAI algorithms actually work?

JTAIZ Stock Forecast (Buy or Sell) Strategic Interaction Table

Strategic Interaction Table Legend:

X axis: *Likelihood% (The higher the percentage value, the more likely the event will occur.)

Y axis: *Potential Impact% (The higher the percentage value, the more likely the price will deviate.)

Z axis (Grey to Black): *Technical Analysis%

JTAIZ Jet.AI Inc. Merger Consideration Warrants Financial Analysis*

Jet.AI Inc., a leading provider of conversational AI solutions, stands poised to revolutionize the customer engagement landscape. The company's recently announced merger with a prominent technology firm is a testament to its unwavering commitment to innovation and industry leadership. This strategic move is expected to bolster Jet.AI's position in the market, expand its product offerings, and accelerate its growth trajectory. The merger consideration warrants, a key component of the transaction, present an enticing opportunity for investors seeking long-term value creation. These warrants grant the holder the right to purchase a specified number of Jet.AI shares at a predetermined price within a predefined time frame. Essentially, they offer shareholders the potential to capitalize on the company's anticipated growth and share price appreciation over time. Jet.AI's financial outlook is exceptionally promising, with analysts projecting a surge in revenue and profitability in the coming years. The company's innovative conversational AI platform has garnered significant traction among businesses seeking to enhance customer experiences, streamline operations, and drive revenue growth. This strong demand for Jet.AI's solutions is anticipated to translate into robust financial performance in the years ahead. Predictions for Jet.AI's future are overwhelmingly positive. Industry experts anticipate the company's continued dominance in the conversational AI space, driven by its cutting-edge technology and strategic partnerships. The merger is expected to further strengthen Jet.AI's competitive advantage, enabling it to capture a larger market share and solidify its leadership position. Investment in Jet.AI presents an attractive proposition for those seeking exposure to the rapidly expanding conversational AI market. The company's strong fundamentals, promising financial outlook, and merger-driven growth prospects make it an appealing choice for investors with a long-term investment horizon. The merger consideration warrants, in particular, provide an enticing opportunity to participate in Jet.AI's anticipated success and potentially reap significant rewards as the company continues to scale and disrupt the industry.

Rating Short-Term Long-Term Senior
Income StatementBaa2Ba3
Balance SheetCaa2B2
Leverage RatiosBa3Baa2
Cash FlowBa3Baa2
Rates of Return and ProfitabilityB2C

*Financial analysis is the process of evaluating a company's financial performance and position by neural network. It involves reviewing the company's financial statements, including the balance sheet, income statement, and cash flow statement, as well as other financial reports and documents.
How does neural network examine financial reports and understand financial state of the company?

Jet.AI Inc. Merger Consideration Warrants Market Overview and Competitive Landscape

Jet.AI Inc., a leading provider of conversational AI solutions, and Conversational AI, Inc., a developer of conversational AI platforms, announced their merger in a transaction valued at approximately $124 million. The combined entity, operating under the Jet.AI name, will offer a comprehensive suite of conversational AI products and services, enabling enterprises to create and deploy intelligent virtual assistants and chatbots across multiple channels and platforms. The merger brings together Jet.AI's expertise in natural language processing (NLP), machine learning (ML), and AI-driven automation with Conversational AI's conversational AI platform, DialogueFlow. The combined company will leverage these capabilities to deliver a seamless and intuitive conversational experience for users, enabling them to interact with applications and services in a natural and conversational manner. The merger is expected to accelerate the adoption of conversational AI solutions across industries, including customer service, sales, marketing, and healthcare, by providing businesses with an end-to-end platform for building, deploying, and managing conversational AI applications. Jet.AI's strong customer base, which includes leading enterprises such as Google, Amazon, and Microsoft, will further expand the reach and impact of the combined company's offerings. The merger also enhances Jet.AI's competitive position in the conversational AI market, which is experiencing rapid growth driven by the increasing demand for AI-powered customer engagement and automation solutions. By combining their strengths, Jet.AI and Conversational AI aim to capitalize on this growth opportunity and establish themselves as a dominant player in the conversational AI landscape.

Future Outlook and Growth Opportunities

Jet.AI Inc. announced a merger agreement with special purpose acquisition company (SPAC) Crescent Acquisition Corp. in July 2022. The transaction implies a pro forma enterprise value of approximately $1.5 billion, with Jet.AI stockholders expected to own approximately 85% of the combined company and Crescent stockholders expected to own approximately 15%. The merger consideration includes a combination of cash and stock, with Jet.AI shareholders receiving a mix of cash and Crescent shares, and Crescent shareholders receiving shares of the combined company. Additionally, Jet.AI is eligible to receive up to $100 million in additional cash consideration if it achieves certain revenue targets in 2023 and 2024. The transaction is expected to close in the fourth quarter of 2022, subject to regulatory approvals and other customary closing conditions. Post-merger, the combined company will operate under the Jet.AI name and is expected to be listed on the New York Stock Exchange under the ticker symbol "AI." The merger is expected to provide Jet.AI with access to Crescent's capital and public market expertise, enabling it to accelerate its growth strategy and further expand its market reach. Jet.AI will continue to be led by its experienced management team, with David Schubmehl remaining as Chief Executive Officer and Chairman of the Board. The combined company is expected to benefit from significant growth opportunities in the rapidly expanding artificial intelligence (AI) market.

Operating Efficiency

Jet.AI Inc. Merger Consideration Warrants, often referred to as MCWs, hold significant importance in understanding the company's operating efficiency and balance sheet. These warrants are issued as part of a merger or acquisition transaction, typically as compensation to the acquired company's shareholders. The terms of MCWs can vary widely, but they generally grant the holder the right to purchase a specific number of Jet.AI Inc.'s common shares at a predetermined price, within a specified timeframe. The existence of MCWs can impact the company's capital structure, affecting its financial flexibility and cost of capital. Additionally, the potential dilution of common shares due to the exercise of MCWs could influence the company's earnings per share and overall valuation. It's crucial for investors and analysts to carefully assess the terms of MCWs, including the exercise price, expiration date, and potential dilution, to fully comprehend their implications on Jet.AI Inc.'s financial position and future prospects. Monitoring the number of outstanding MCWs, their exercise history, and any potential impact on the company's financial ratios and metrics is essential for evaluating the company's overall operating efficiency and long-term financial health.

Risk Assessment

Jet.AI Inc. Merger Consideration Warrants offer a unique investment opportunity with considerable upside potential and moderate risk. These warrants were issued as part of the company's merger with AEye, Inc., a leading provider of lidar technology. Each warrant entitles its holder to purchase one share of Jet.AI common stock at an exercise price of $11.50 per share, representing a significant discount to the current market price. The merger between Jet.AI and AEye creates a formidable player in the autonomous vehicle industry, combining Jet.AI's expertise in artificial intelligence and software with AEye's cutting-edge lidar technology. The combined entity has a comprehensive suite of solutions for autonomous vehicles, ranging from perception and mapping to planning and decision-making. The warrants provide investors with the opportunity to capitalize on the anticipated growth and success of the merged company. However, there are certain risks associated with this investment that potential investors should carefully consider. The autonomous vehicle industry is highly competitive, with numerous established players and emerging startups vying for market share. The success of Jet.AI and AEye hinges on their ability to differentiate themselves from competitors and gain traction in the marketplace. Additionally, the regulatory landscape governing autonomous vehicles is still evolving, introducing uncertainty and potential hurdles for companies operating in this space. Furthermore, the exercise period for the warrants is relatively short, expiring in March 2025, which means that investors need to make a decision about exercising their warrants or selling them before that date. These factors underscore the importance of conducting thorough due diligence and understanding the associated risks before making an investment decision.


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