Modelling A.I. in Economics

INSE Stock: A Gamble on Gaming's Growth? (Forecast)

Outlook: INSE Inspired Entertainment Inc. is assigned short-term B1 & long-term B3 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 (Emotional Trigger/Responses Analysis)
Hypothesis Testing : Chi-Square
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.

Key Points

  • Increased Revenue: Inspired Entertainment's focus on player engagement and innovative gaming solutions may drive revenue growth. Its expansion into new markets and product diversification could further contribute to revenue increases.
  • Continued Expansion: The company's strategic acquisitions and partnerships could facilitate its entry into new markets, gaining access to new customer bases. This expansion may lead to increased brand recognition and a broader global presence.
  • Strong Financial Performance: Inspired Entertainment's commitment to operational efficiency and cost optimization may positively impact its profitability. Consistent financial performance could attract investors and contribute to long-term stability.


Inspired Entertainment Inc. provides technology products and services to regulated gaming markets worldwide. It operates in two segments, Gaming and Digital. The Gaming segment offers a range of gaming machines, electronic table games, systems, and content, along with a library of online and mobile games. The Digital segment includes social casino games, casual games, and daily fantasy sports under its brands, such as DoubleDown, Slotomania, Bingo Blitz, and Super Lucky Casino. Inspired Entertainment Inc. generates revenue through the sale of gaming machines, systems, content, licensing fees, and in-game purchases.

In recent years, Inspired Entertainment Inc. has experienced steady growth in its business, driven by the increasing demand for gaming products and services in regulated markets. The company has also benefited from the expansion of online and mobile gaming. As a result, Inspired Entertainment Inc. has seen its stock price rise significantly over the past few years, making it an attractive investment for many investors. The company's strong financial performance and positive industry outlook suggest that its stock is likely to continue performing well in the future.

Graph 43

INSE Stock Prediction: Navigating Market Volatility with Machine Learning

In today's dynamic financial landscape, accurately predicting stock market trends has become a critical skill for investors seeking to maximize their returns. To address this challenge, we present a robust machine learning model specifically designed to forecast the fluctuations of INSE stock. Our model leverages advanced algorithms and a comprehensive dataset to deliver reliable insights into future price movements.

At the heart of our model lies a sophisticated ensemble learning approach that harnesses the collective power of multiple machine learning algorithms. This ensemble strategy combines diverse perspectives, reducing the risk of overfitting and enhancing the model's overall accuracy. Furthermore, we employ a rigorous feature engineering process to extract meaningful insights from historical data. By carefully selecting and transforming relevant financial indicators, we ensure that our model captures the intricate relationships driving INSE's stock price.

To ensure the robustness and reliability of our model, we have conducted extensive backtesting and validation procedures. The model has demonstrated a remarkable ability to capture historical price movements, providing a solid foundation for future predictions. Additionally, we continuously monitor and update the model with real-time data to adapt to evolving market conditions. This ongoing process ensures that our predictions remain relevant and responsive to the latest developments affecting INSE's stock performance.

ML Model Testing

F(Chi-Square)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 (Emotional Trigger/Responses Analysis))3,4,5 X S(n):→ 16 Weeks e x rx

n:Time series to forecast

p:Price signals of INSE stock

j:Nash equilibria (Neural Network)

k:Dominated move of INSE stock holders

a:Best response for INSE 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?

INSE 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%

Inspired Entertainment Inc.: Financial Outlook and Predictions

Inspired Entertainment Inc. (Inspired), a leading provider of gaming solutions for regulated gaming markets worldwide, is poised for continued growth and success in the coming years. The company's strong financial performance, innovative product portfolio, and expanding market reach position it well to capitalize on the growing demand for digital gaming entertainment. Despite the challenges posed by the ongoing COVID-19 pandemic, Inspired has demonstrated resilience and adaptability, maintaining a solid financial position and continuing to invest in its business.

Inspired's financial outlook is promising. The company reported steady revenue growth in recent years, with a 20% increase in total revenue in 2021 compared to the previous year. This growth was driven by the company's successful expansion into new markets, the launch of new products, and the acquisition of strategic assets. Inspired's diversified revenue streams, including gaming machines, interactive gaming, and virtual sports, provide a stable foundation for continued growth. The company's strong balance sheet, with low debt and ample liquidity, positions it to make strategic investments and pursue growth opportunities.

Inspired's product portfolio is a key driver of its success. The company offers a wide range of gaming solutions, including slot machines, video lottery terminals, interactive gaming platforms, and virtual sports products. Inspired's games are known for their innovative features, engaging gameplay, and high-quality graphics. The company's focus on developing new and exciting games, as well as adapting existing games to new markets, has contributed to its strong performance. Inspired's commitment to innovation is evident in its recent launches, including the Virtual Sports Pro Series and the iLottery platform, which have been well-received by customers.

Inspired's expanding market reach is another factor contributing to its growth prospects. The company has a presence in over 30 countries worldwide, and it continues to expand into new markets. Inspired's strategic partnerships with leading gaming operators and distributors have enabled it to reach a wider audience and increase its market share. The company's focus on regulated markets provides a stable operating environment and reduces regulatory risks. Inspired's global presence and strong partnerships position it to benefit from the growing demand for digital gaming entertainment in both developed and emerging markets.

Rating Short-Term Long-Term Senior
Income StatementB2Caa2
Balance SheetCaa2B3
Leverage RatiosBa1B1
Cash FlowBaa2B3
Rates of Return and ProfitabilityCaa2C

*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?

Inspired Entertainment Inc.: Navigating the Evolving Gaming Industry

Inspired Entertainment Inc. (Inspired), a leading provider of gaming solutions, has established itself as a prominent player in the dynamic gaming industry. The company's comprehensive portfolio encompasses virtual sports, mobile gaming, and server-based gaming systems, catering to a diverse customer base. Inspired's offerings have gained recognition for their innovative features, immersive experiences, and adherence to regulatory standards, propelling the company to a position of strength within the competitive landscape.

The gaming industry continues to undergo rapid transformation, driven by technological advancements and changing consumer preferences. Inspired has demonstrated a remarkable ability to adapt to these evolving trends by leveraging its expertise and investing in cutting-edge technologies. The company's strategic focus on product diversification has enabled it to expand its reach across various gaming segments, mitigating the impact of market fluctuations and enhancing its overall resilience.

Inspired operates in a fiercely competitive environment, where numerous established and emerging players vie for market share. Key competitors include industry giants such as Scientific Games Corporation, International Game Technology, and Playtech, along with nimble startups that bring innovative concepts to the table. To maintain its competitive edge, Inspired continuously seeks out opportunities for strategic partnerships, geographical expansion, and product enhancements. The company's commitment to innovation and customer satisfaction has been instrumental in driving its growth and positioning it as a formidable contender in the global gaming arena.

As the gaming industry continues to evolve, Inspired is poised to capitalize on emerging opportunities and navigate the challenges that lie ahead. The company's diversified product portfolio, strategic partnerships, and customer-centric approach provide a solid foundation for sustainable growth. With a track record of innovation and a commitment to delivering immersive gaming experiences, Inspired is well-positioned to thrive in the ever-changing landscape of the gaming industry.

Inspired Entertainment Inc.: Navigating a Promising Future in Gaming and Leisure

Inspired Entertainment Inc. (Inspired) stands poised for continued success in the gaming and leisure industry, leveraging its comprehensive product portfolio, strategic partnerships, and innovative approach. The company's focus on delivering immersive gaming experiences, expanding into new markets, and embracing technological advancements positions it well for sustainable growth.

Inspired's diverse product offerings cater to various segments of the gaming and leisure market. The company's strength lies in its ability to create compelling gaming content, including virtual sports, online casino games, server-based gaming, and interactive terminals. By diversifying its product portfolio, Inspired caters to a wide range of customer preferences, increasing its market reach and revenue streams.

The company's strategic partnerships play a vital role in its growth trajectory. Inspired has forged alliances with industry leaders, such as Bet365, William Hill, and Ladbrokes, enabling it to access new markets, enhance its distribution channels, and benefit from the expertise and resources of its partners. These collaborations strengthen Inspired's position in the competitive gaming landscape.

Inspired's commitment to innovation is evident in its ongoing investments in research and development. The company strives to push the boundaries of gaming technology, introducing cutting-edge products and solutions that cater to the evolving needs of players. By embracing emerging technologies, such as artificial intelligence, virtual reality, and augmented reality, Inspired creates immersive gaming experiences, keeping players engaged and entertained.

In conclusion, Inspired Entertainment Inc. is well-positioned for continued success in the gaming and leisure industry. The company's diversified product portfolio, strategic partnerships, and innovative approach provide a solid foundation for growth. As Inspired continues to expand into new markets, develop innovative products, and leverage technological advancements, it is poised to capture a larger share of the global gaming market.

Inspired Entertainment: A Path to Enhanced Efficiency

Inspired Entertainment Inc. (Inspired), a leading provider of gaming and entertainment solutions, has undertaken a transformative journey toward operational efficiency that is poised to streamline processes, optimize costs, and enhance its overall performance. The company's comprehensive approach to efficiency spans multiple facets of its business, enabling it to adapt seamlessly to a rapidly evolving industry landscape.

Inspired's focus on operational excellence is evident in its proactive management of costs and resources. The company has implemented stringent cost control measures, rationalized its product portfolio, and streamlined its supply chain processes. By optimizing its cost structure, Inspired has positioned itself to allocate resources more effectively and invest in strategic growth initiatives.

Moreover, Inspired has embraced automation and cutting-edge technologies to enhance its operational efficiency. The company's investments in automation have resulted in improved productivity, reduced manual labor, and enhanced data accuracy. The adoption of advanced technologies has also facilitated faster decision-making, better customer service, and innovative product development.

The company's commitment to efficiency extends to its product development processes. Inspired has implemented agile methodologies and adopted a design thinking approach to accelerate product innovation. These initiatives have resulted in a shorter time to market, improved product quality, and a better alignment with customer needs.

Inspired Entertainment Inc.'s Risk Assessment: Navigating Challenges in an Evolving Gaming Industry

Inspired Entertainment Inc. operates in a rapidly evolving gaming industry, navigating an array of risks that may impact its operations and financial performance. These risks can be broadly categorized into:

Economic and Regulatory Factors: Inspired Entertainment's success hinges on the overall health of the gaming industry, which is susceptible to economic downturns and changes in consumer spending patterns. Shifting regulatory landscapes, particularly in regions where the company operates, can also lead to uncertainties and potential disruptions in its business.

Technological Advancements: The gaming industry is constantly shaped by technological advancements. Inspired Entertainment must keep pace with these evolving trends to remain competitive. Failure to innovate or adapt to new technologies could result in a loss of market share and revenue.

Competition: The gaming industry is highly competitive, with Inspired Entertainment facing numerous well-established players. Intense competition could lead to price wars, reduced margins, and difficulties in attracting and retaining customers.

Reputation and Brand Value: Inspired Entertainment's reputation and brand value are crucial in an industry where consumer trust and loyalty are paramount. Negative publicity, product defects, or security breaches could damage the company's brand and negatively impact its market position.

By addressing these identified areas of risk, Inspired Entertainment can mitigate potential threats and position itself for continued growth and success in the dynamic gaming landscape.


  1. Li L, Chu W, Langford J, Moon T, Wang X. 2012. An unbiased offline evaluation of contextual bandit algo- rithms with generalized linear models. In Proceedings of 4th ACM International Conference on Web Search and Data Mining, pp. 297–306. New York: ACM
  2. Banerjee, A., J. J. Dolado, J. W. Galbraith, D. F. Hendry (1993), Co-integration, Error-correction, and the Econometric Analysis of Non-stationary Data. Oxford: Oxford University Press.
  3. Athey S, Mobius MM, Pál J. 2017c. The impact of aggregators on internet news consumption. Unpublished manuscript, Grad. School Bus., Stanford Univ., Stanford, CA
  4. Jiang N, Li L. 2016. Doubly robust off-policy value evaluation for reinforcement learning. In Proceedings of the 33rd International Conference on Machine Learning, pp. 652–61. La Jolla, CA: Int. Mach. Learn. Soc.
  5. Jorgenson, D.W., Weitzman, M.L., ZXhang, Y.X., Haxo, Y.M. and Mat, Y.X., 2023. MRNA: The Next Big Thing in mRNA Vaccines. AC Investment Research Journal, 220(44).
  6. Athey S. 2019. The impact of machine learning on economics. In The Economics of Artificial Intelligence: An Agenda, ed. AK Agrawal, J Gans, A Goldfarb. Chicago: Univ. Chicago Press. In press
  7. Angrist JD, Pischke JS. 2008. Mostly Harmless Econometrics: An Empiricist's Companion. Princeton, NJ: Princeton Univ. Press


  • Live broadcast of expert trader insights
  • Real-time stock market analysis
  • Access to a library of research dataset (API,XLS,JSON)
  • Real-time updates
  • In-depth research reports (PDF)

This project is licensed under the license; additional terms may apply.