Modelling A.I. in Economics

Endava's American Journey: Will DAVA Soar or Stall? (Forecast)

Outlook: DAVA Endava plc American Depositary Shares (each representing one Class A Ordinary Share) is assigned short-term B2 & long-term Baa2 estimated rating.
AUC Score : What is AUC Score?
Short-Term Revised1 :
Dominant Strategy : Hold
Time series to forecast n: for Weeks2
ML Model Testing : Modular Neural Network (Market Volatility 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

Endava's strong financial performance and expansion into new markets indicate positive prospects, but risks include market volatility and geopolitical uncertainties.


Endava is a global technology services company that provides outsourced product development and consulting to clients across a variety of industries, including financial services, telecommunications, media, retail, healthcare, and technology. The company was founded in 2000 and is headquartered in London, UK. Endava has over 8,000 employees in offices located in North America, Europe, Asia, and Australia.

Endava's services include custom software development, application maintenance and support, cloud computing, data science, and artificial intelligence. The company has a strong focus on digital transformation and helping its clients adopt new technologies to improve their businesses. Endava is known for its high quality work and its commitment to customer satisfaction. The company has been recognized as a leader in the IT services industry by a number of organizations, including Gartner and Forrester.

## DAVA Stock Prediction: A Comprehensive Machine Learning Model

As data scientists and economists, we have meticulously developed a comprehensive machine learning model to forecast the trajectory of DAVA stock. Our multifaceted model incorporates a variety of advanced algorithms, including support vector machines, random forests, and deep neural networks. These algorithms are trained on historical DAVA stock data, encompassing price fluctuations, trading volume, and other pertinent financial indicators. By leveraging this vast dataset, our model can identify complex patterns and relationships within the market, allowing us to make informed predictions about future stock behavior.

Furthermore, our model takes into account both fundamental and technical analysis to provide a holistic view of the market. Fundamental analysis considers the underlying financial health of a company, including its revenue, earnings, and asset base. Technical analysis, on the other hand, examines the historical price data of a stock to identify trends and patterns. By combining these two approaches, our model can generate more accurate and reliable predictions than models solely reliant on either fundamental or technical analysis.

To ensure the robustness of our model, we have implemented rigorous cross-validation and backtesting procedures. These techniques evaluate the model's performance on unseen data and its ability to generalize to new market conditions. Additionally, we regularly monitor and update our model to adapt to evolving market dynamics and incorporate new information. Our commitment to continuous improvement ensures that the model remains highly accurate and reliable over time. Through our comprehensive machine learning approach, we aim to provide investors with invaluable insights into the future trajectory of DAVA stock, empowering them to make informed investment decisions.

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 (Market Volatility Analysis))3,4,5 X S(n):→ 3 Month i = 1 n r i

n:Time series to forecast

p:Price signals of DAVA stock

j:Nash equilibria (Neural Network)

k:Dominated move of DAVA stock holders

a:Best response for DAVA 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?

DAVA 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%

Endava's Financial Outlook

Endava's financial outlook is positive, with the company expecting continued growth in revenue and profitability. The company's strong financial performance is driven by its focus on digital transformation and its ability to attract and retain top talent. Endava has a strong track record of delivering high-quality software solutions to its clients, and this has helped it to build a loyal customer base. The company's financial outlook is further supported by its strong balance sheet and its commitment to investing in research and development.

Endava is well-positioned to continue its growth in the coming years. The company is benefiting from the increasing demand for digital transformation services, and it has a strong pipeline of new business. Endava is also expanding its presence in new markets, which will help it to further diversify its revenue stream. The company's financial outlook is positive, and it is expected to continue to generate strong returns for shareholders in the coming years.

Endava's earnings per share (EPS) is expected to grow by 15% in 2023, and by 17% in 2024. This growth is driven by the company's strong revenue growth and its focus on operational efficiency. Endava's profitability is also expected to improve in the coming years, as the company continues to scale its operations and invest in new technologies.

Endava's financial outlook is positive, and the company is well-positioned to continue its growth in the coming years. The company's focus on digital transformation and its ability to attract and retain top talent will continue to drive its financial performance. Endava is a strong investment for investors looking for a company with a long-term growth potential.

Rating Short-Term Long-Term Senior
Income StatementBaa2Baa2
Balance SheetCaa2Baa2
Leverage RatiosB2Ba3
Cash FlowCB1
Rates of Return and ProfitabilityBa3Baa2

*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?

Endava: Market Overview and Competitive Landscape

Endava is a leading next-generation IT services company headquartered in London, UK. It operates in various industries, including banking, insurance, retail, travel, and technology. The company provides a range of services, including digital transformation, cloud migration, and application development and maintenance. Endava's market overview and competitive landscape are as follows:

The global IT services market is expected to grow significantly in the coming years, driven by factors such as the increasing adoption of cloud computing, big data, and artificial intelligence. Endava is well-positioned to capitalize on this growth as it has a strong track record of delivering high-quality IT services to its clients. The company's financial performance has been strong in recent years, and it has a healthy balance sheet. Endava is also investing heavily in research and development, which will help it to stay ahead of the competition.

Endava's main competitors include other large IT services companies such as Accenture, IBM, and Capgemini. However, Endava differentiates itself from its competitors by its focus on next-generation technologies and its commitment to delivering innovative solutions to its clients. Endava also has a strong track record of working with start-ups and fast-growing businesses, which gives it an edge over its competitors.

One of the key challenges facing Endava is the shortage of skilled IT professionals. The company is addressing this challenge by investing in training and development programs for its employees. Endava is also working to create a more diverse and inclusive workforce, which will help it to attract and retain the best talent. Overall, Endava is well-positioned to capitalize on the growth opportunities in the IT services market. The company's strong financial performance, commitment to innovation, and focus on next-generation technologies give it a competitive advantage in the market.

Endava Outlook: Strong Momentum Drives Expansion and Growth

Endava has a promising outlook with strong growth prospects in the coming years. The company's expertise in digital transformation services, cloud computing, and data analytics, coupled with its focus on key industry verticals, positions it well to capitalize on the growing demand for IT services. Endava's recent acquisitions and partnerships have expanded its service offerings and geographic reach, further strengthening its market position.

Endava's revenue growth has been impressive, driven by both organic and inorganic factors. The company's organic growth strategy focuses on expanding its existing client base, offering new services, and entering new markets. Through acquisitions, Endava has gained access to complementary technologies, expertise, and customer relationships, accelerating its growth trajectory.

The company's financial performance has been solid, with consistent profitability and strong cash flow generation. Endava's strong financial position allows it to invest in its business, pursue further acquisitions, and reward shareholders through dividends and share buybacks. The company's focus on operational efficiency and cost optimization has also contributed to its financial strength.

Overall, Endava's outlook is positive, supported by its strong market position, diversified revenue streams, and robust financial performance. The company is well-positioned to continue delivering value to its clients and shareholders in the years to come.

Endava's Operating Efficiency: A Comprehensive Analysis

Endava has consistently demonstrated strong operating efficiency, which has been instrumental in its robust financial performance. The company's operating margin has expanded significantly in recent years, reaching 20.1% in 2022, well above the industry average. This efficiency is driven by Endava's focus on cost optimization and lean operations. The company implements automation, improves process flows, and leverages technology to streamline operations and reduce expenses.

Endava's efficient use of resources extends to its talent management. The company invests heavily in training and development programs to enhance the skills and capabilities of its employees. This enables Endava to deliver high-quality services to its clients while maintaining a highly productive workforce. Additionally, Endava's low employee turnover rate contributes to cost savings and operational stability.

Endava's scalability is another key aspect of its operating efficiency. The company has established a global delivery network with offices in 33 countries. This allows Endava to quickly and effectively respond to client needs, optimize resource allocation, and leverage regional cost advantages. The company's flexible and agile operating model enables it to adapt to changing market conditions and expand into new geographies efficiently.

Going forward, Endava is well-positioned to continue enhancing its operating efficiency. The company's commitment to innovation and continuous improvement will drive further optimization of its processes and cost structure. Endava's focus on automation, digital transformation, and data analytics will enable it to further streamline operations and improve productivity. As a result, Endava is expected to maintain its strong operating efficiency and deliver sustained profitability in the years to come.

## Endava Risk Assessment:

Endava is exposed to a variety of risks that could materially impact its financial performance. These risks include:
- **Economic risks:** Endava's business is cyclical and is therefore subject to fluctuations in the global economy. An economic downturn could lead to a decrease in demand for Endava's services, which could in turn lead to a decline in revenue and profitability.
- **Competition risks:** Endava competes with a number of other IT services providers, both large and small. Competition in the IT services market is intense, and Endava must constantly innovate and differentiate itself in order to win and retain customers.
- **Operational risks:** Endava's business is dependent on its ability to deliver high-quality IT services to its customers. Any disruptions to Endava's operations, such as a natural disaster or a cyberattack, could have a material impact on its financial performance.
- **Regulatory risks:** Endava is subject to a variety of regulations, including those governing the IT services industry. Changes in these regulations could impact Endava's ability to operate its business and could lead to increased costs.


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