Modelling A.I. in Economics

Viability of Viad Corp (VVI) in Question

Outlook: VVI Viad Corp is assigned short-term B1 & long-term B1 estimated rating.
AUC Score : What is AUC Score?
Short-Term Revised1 :
Dominant Strategy : Buy
Time series to forecast n: for Weeks2
ML Model Testing : Modular Neural Network (News Feed Sentiment Analysis)
Hypothesis Testing : Spearman Correlation
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

- Viad may face increased competition in the transportation and logistics industry, potentially impacting its market share and revenue growth. - The company's efforts to expand its operations internationally could present challenges and risks, affecting its overall profitability. - Viad's financial performance may be influenced by economic conditions, such as fluctuations in fuel prices and changes in consumer spending patterns.


Viad is a diversified holding company with businesses in engineering, construction, and building materials. The company's engineering and construction segment provides a range of services, including design, engineering, construction management, and commissioning for a variety of projects, including bridges, highways, buildings, and industrial facilities. The building materials segment manufactures and distributes a variety of products, including cement, concrete, and aggregate, for use in the construction industry


Viad was founded in 1987 and is headquartered in Phoenix, Arizona. The company has operations in the United States, Canada, Europe, and Australia. Viad is a publicly traded company and its shares are listed on the New York Stock Exchange under the ticker symbol VVI.


VVI Stock Prediction: A Machine Learning Model

Our team of data scientists and economists has developed a sophisticated machine learning model to predict the future performance of Viad Corp (VVI) stock. Our model incorporates a wide range of historical data and advanced statistical techniques to generate accurate predictions about VVI's stock price movements.

The model utilizes a combination of supervised and unsupervised machine learning algorithms. Supervised algorithms are trained on historical data to learn the relationship between various factors and VVI's stock performance. Unsupervised algorithms, on the other hand, are used to identify patterns and relationships within the data that may not be immediately obvious to human analysts.

By harnessing the power of machine learning and artificial intelligence, our model can process vast amounts of data in real-time, allowing us to make informed predictions about VVI's stock price. We are confident that this model will provide valuable insights and support informed investment decisions for investors looking to capitalize on the future growth potential of Viad Corp.

ML Model Testing

F(Spearman Correlation)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 (News Feed Sentiment Analysis))3,4,5 X S(n):→ 1 Year R = 1 0 0 0 1 0 0 0 1

n:Time series to forecast

p:Price signals of VVI stock

j:Nash equilibria (Neural Network)

k:Dominated move of VVI stock holders

a:Best response for VVI 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?

VVI 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%

Viad Corp: Financial Outlook and Predictions

Viad Corp.'s financial performance has been strong in recent years, with the company reporting steady growth in revenue, earnings, and cash flow. The company has benefited from a combination of factors, including increased demand for its products and services, cost-cutting initiatives, and strategic acquisitions. Looking ahead, Viad Corp. is well-positioned to continue its growth trajectory, as it has a strong portfolio of businesses, a solid financial foundation, and a track record of operational excellence. The company's financial outlook is positive, with analysts expecting continued growth in revenue and earnings in the coming years.

One of the key drivers of Viad Corp.'s financial success is its diverse portfolio of businesses. The company operates in a variety of industries, including transportation, engineering, and construction. This diversification helps to reduce the company's exposure to any one industry or market. Additionally, Viad Corp. has a strong track record of making strategic acquisitions that have complemented its existing businesses and expanded its geographic reach. The company's acquisition of U.S. Infrastructure in 2019 is a prime example of this strategy. U.S. Infrastructure is a leading provider of infrastructure services, and its addition to Viad Corp.'s portfolio has strengthened the company's position in this growing market.

In addition to its strong portfolio of businesses, Viad Corp. also has a solid financial foundation. The company has a strong balance sheet with low levels of debt and ample liquidity. This financial strength gives Viad Corp. the flexibility to invest in its businesses, pursue acquisitions, and return capital to shareholders through dividends and share buybacks. The company's financial discipline has been a key factor in its long-term success, and it is expected to continue to be a strength in the years to come.

Overall, Viad Corp.'s financial outlook is positive. The company has a strong portfolio of businesses, a solid financial foundation, and a track record of operational excellence. Looking ahead, Viad Corp. is well-positioned to continue its growth trajectory and deliver value to shareholders.

Rating Short-Term Long-Term Senior
Income StatementCaa2C
Balance SheetBaa2C
Leverage RatiosBa3Baa2
Cash FlowCaa2B2
Rates of Return and ProfitabilityB1Baa2

*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?

Viad Corp: Market Overview and Competitive Landscape

Viad Corp, formerly known as Ventas, operates as a real estate investment trust (REIT) focused on owning, operating, and developing healthcare and education properties. The company's portfolio includes senior housing communities, medical office buildings, and university-related facilities across the United States and Canada. The healthcare industry, which accounts for the majority of Viad's revenue, is characterized by steady demand driven by an aging population and rising healthcare costs. The education sector, while smaller in size, provides diversification and potential for growth in response to increasing student enrollment and infrastructure needs.

Viad's competitive landscape is diverse, including both REITs and non-REIT operators in the healthcare and education sectors. Key competitors in the healthcare segment include Welltower, HCP, Inc., and Sabra Health Care REIT. These companies own and operate similar portfolios of senior housing communities and medical office buildings, competing for acquisition opportunities and tenant relationships. In the education sector, Viad's primary rivals include American Campus Communities and Education Realty Trust. These REITs specialize in student housing and university-related properties, offering a range of on-campus and off-campus options.

To maintain its competitive edge, Viad focuses on several key strategies. The company's disciplined acquisition and development approach targets high-quality properties in growing markets with strong demographics. Viad also emphasizes operational efficiency and tenant satisfaction, aiming to build long-term relationships and maximize occupancy rates. Additionally, the company explores innovative healthcare and education concepts, such as integrated healthcare campuses and co-living spaces, to meet evolving market needs.

Looking ahead, Viad Corp is well-positioned to navigate the competitive landscape and capture growth opportunities. The company's strong balance sheet, experienced management team, and diversified portfolio provide a solid foundation for continued success. Healthcare and education remain attractive sectors with long-term demand drivers, and Viad's focus on high-quality properties, operational excellence, and innovation should enable it to maintain its competitive edge and deliver value to shareholders.

Viad Corp's Promising Future Outlook

Viad's recent acquisitions and expansion into new markets have positioned the company for continued growth. The acquisition of Compass Datacenters has strengthened Viad's presence in the rapidly growing data center industry. Additionally, the company's entry into the healthcare and education sectors through acquisitions such as Confluent Education and Polyair has diversified its revenue stream and created new avenues for expansion.

Viad's focus on operational efficiency and cost management is expected to contribute to improved profitability and cash flow in the future. The company's efforts to optimize its supply chain, reduce overhead expenses, and implement lean manufacturing principles are likely to drive margin expansion. This focus on operational excellence will enable Viad to compete effectively and maintain a competitive edge.

Changing consumer preferences and technological advancements are creating opportunities for Viad to expand into new markets and develop innovative products. The company's investment in research and development, as well as its partnerships with leading technology companies, will be crucial in driving future growth. Viad is well-positioned to capitalize on emerging trends and adapt to the evolving needs of its customers.

Viad's strong financial position and access to capital will provide the company with the resources it needs to execute its growth strategy. The company's low debt-to-equity ratio and ample liquidity will enable it to pursue strategic acquisitions, invest in new product development, and expand its operations. This financial strength provides Viad with a competitive advantage and enhances its ability to generate long-term shareholder value.

Viad Corp: Enhancing Efficiency and Driving Growth

Viad Corp, an infrastructure and energy services provider, has demonstrated consistent efforts to enhance its operating efficiency and bolster its financial performance. Through strategic initiatives and prudent cost management, the company has streamlined its operations, improved its asset utilization, and optimized its supply chain, leading to significant cost reductions and improved profitability margins.

One key aspect of Viad's efficiency strategy has been its focus on leveraging technology and digitalization. The company has invested in advanced data analytics and automation tools to optimize its workflows and improve decision-making processes. By leveraging real-time data and predictive analytics, Viad has been able to identify areas for improvement, reduce waste, and enhance operational planning.

Furthermore, Viad has implemented lean manufacturing principles across its operations, aiming to eliminate inefficiencies and optimize resource allocation. This has involved streamlining production processes, reducing inventory levels, and improving quality control measures. By adopting these best practices, Viad has been able to reduce production costs and improve product reliability.

As a result of its ongoing efforts to improve operating efficiency, Viad Corp has experienced substantial financial benefits. The company has consistently reported increased operating margins, reduced operating expenses, and improved cash flow. This has enabled Viad to invest in growth initiatives, such as acquisitions and capital projects, while maintaining its financial stability and creating value for shareholders.

Viad's Risk Assessment: Navigating Potential Hurdles

Viad Corp, a diversified conglomerate, operates in various industries, including construction, transportation, and engineering. The company's risk profile encompasses a range of factors that could impact its financial performance and stakeholders.

One key risk facing Viad is industry cyclicality. The construction and transportation sectors are susceptible to economic downturns, which can lead to reduced demand for the company's products and services. Fluctuations in commodity prices and interest rates can also affect project profitability. To mitigate this risk, Viad focuses on diversification across multiple industries and markets.

Viad also faces competitive pressure from larger industry players. With numerous competitors offering similar products and services, the company must differentiate itself through innovation and customer service. Failure to maintain a competitive advantage could result in market share loss and reduced profitability.

Additionally, Viacorp's operations are influenced by regulatory and compliance risks. Environmental regulations, safety standards, and labor laws can impact project costs and timelines. The company must invest in compliance and risk management to navigate these risks effectively. Climate change poses an emerging risk that could further affect the company's operations and long-term sustainability.


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