Gain

We specialize in spotting the foundational building blocks within your organization that drive success. By leveraging the powerful union of human expertise, valuable data, and cutting-edge technology, we unlock new opportunities for growth and innovation. Furthermore, we excel at solving complex organizational puzzles, providing strategic insights and actionable solutions. Through our comprehensive approach, we enable your organization to gain a competitive edge, achieve sustainable success, and thrive in a rapidly evolving business landscape.

Strategic advice

Our expertise lies in providing strategic advice and guidance in the field of Data Science, enabling you to make informed decisions and maximize your business potential. With advanced analytics and cutting-edge techniques, we ensure our recommendations are evidence-based and customized to your unique needs.

Custom solutions

We specialize in building and customizing solutions that are specifically designed to meet your unique business needs. Our dedicated team works closely with you to understand your requirements and develop customized solutions that address your challenges and deliver optimal results.

Agile governance

Our focus is on ensuring that the alignment between your business and IT functions performs optimally. Through our agile governance approach, we streamline processes, enhance collaboration, and drive efficiency, enabling your organization to adapt quickly to changing market dynamics and maintain a competitive edge.

Eco-conscious

While there is still a significant distance to cover, we remain committed to continuous improvement and are firmly on the right track towards a more sustainable future. We prioritize eco-conscious practices, taking steps to minimize our environmental impact and contribute positively to the well-being of our planet.

Spot

We strive to simplify your journey by leveraging the fundamental building blocks of your organization. Our aim is to provide you with a distinct competitive edge. By tapping into these essential elements, we uncover valuable insights, identify opportunities for improvement, and deliver innovative solutions tailored to your specific needs. Through our partnership, we enable you to navigate challenges with ease and achieve sustainable success in an ever-evolving business landscape.

Data

Through observation, we collect valuable information about one or more entities or objects. Data comprises a set of values, which can be qualitative or quantitative variables. These data points serve as the raw material from which information is derived. With the right analysis and interpretation, data can be transformed into meaningful insights and knowledge. By harnessing the power of data, we unlock its potential to drive informed decision-making, fuel innovation, and empower organizations to gain a deeper understanding of their operations and the world around them.

Technology

As a critical component of our value system, technology serves as the primary means of delivering value in a modern organization. In today's digital landscape, virtually all services and operations are, to varying degrees, enabled by technology. It has become the driving force behind efficiency, innovation, and competitive advantage. By harnessing the power of technology, we empower organizations to optimize their processes, enhance customer experiences, and achieve their strategic objectives. Through our expertise and utilization of cutting-edge technologies, we help organizations unlock the full potential of technology to drive success and stay ahead in a rapidly evolving business environment.

Process

In order to deliver the expected value to our customers, we adhere to well-defined and repeatable processes. By their very nature, processes are designed to produce consistent results, regardless of who is executing them. We prioritize the establishment of structured workflows, ensuring that each step is carefully orchestrated to achieve the desired outcome. Through this disciplined approach, we enhance efficiency, minimize errors, and maintain a high level of quality in our deliverables. By leveraging standardized processes, we ensure that our customers can rely on us to consistently meet their expectations and deliver exceptional value with each interaction.

People

Undoubtedly, the most crucial element in the world is people. They are the driving force behind organizations and the key to success. Without people and the organizations they form, the provision of services becomes impossible. People bring their unique skills, expertise, and creativity to the table, enabling the creation and delivery of value to customers. Their dedication, collaboration, and passion are instrumental in driving innovation, problem-solving, and achieving organizational goals. At the heart of every successful endeavor lies the collective effort and commitment of people. Recognizing the importance of people, we prioritize fostering a supportive and collaborative environment, nurturing talent, and empowering individuals to thrive and make a positive impact.

Lever

We enhance human expertise by harnessing the power of data and technology. Our goal is to drive your business to thrive by leveraging the synergistic combination of data roles and skill sets. Through this approach, we empower organizations to unlock valuable insights, streamline processes, and make informed decisions that propel growth and success. By integrating data-driven solutions and leveraging the collective intelligence of your team, we enable your business to flourish in today's data-driven landscape.

Software Engineering

In the realm of Data Science, we employ a systematic application of engineering approaches to software development. Our focus is on designing and constructing robust software solutions that meet the specific requirements of Data Science applications. By leveraging software engineering principles and practices, we ensure the reliability, scalability, and maintainability of our software products, enabling efficient data processing, analysis, and modeling. Through our disciplined approach, we strive to deliver high-quality software solutions that empower organizations to harness the full potential of Data Science in their operations.

Data Engineering

At our core, we specialize in developing intelligent tools, infrastructure, frameworks, and services tailored to the field of data engineering. Our expertise lies in creating robust solutions that facilitate the seamless storage, extraction, loading, pre-processing, post-processing, and visualization of data. By leveraging our innovative technologies, organizations can effectively manage and optimize their data workflows, ensuring the availability of clean, processed, and insightful data for analysis and decision-making. Through our comprehensive suite of data engineering services, we empower businesses to unlock the full potential of their data assets and drive meaningful outcomes.

Data Science

In the field of Data Science, we bring together the principles of governing rules and laws, statistics, informatics, and associated methodologies to gain a comprehensive understanding of data and conduct in-depth analysis. Our focus lies in leveraging this interdisciplinary approach to extract valuable insights, identify patterns, and draw meaningful conclusions from complex datasets. By employing a diverse range of techniques, we empower organizations to make data-driven decisions, optimize processes, and uncover new opportunities for growth and innovation.

Solve

We excel at solving organizational puzzles by integrating data, technology, process, and people. With our deep expertise and experience, we provide tailored solutions that address your specific needs on the tactical, operational, and strategic levels. By leveraging data-driven insights, optimizing technology, streamlining processes, and empowering your people, we help you overcome challenges and achieve success across all dimensions of your organization. Our strategic Data Science consulting and solutions ensure that you navigate the complexities of modern business with confidence and achieve your goals efficiently.

Operational

We excel at providing descriptive analytics solutions that help you manage day-to-day business operations smoothly. By analyzing and interpreting data, we provide insights that enable you to make informed decisions and take action steps on a daily basis. Our focus is on ensuring efficiency and effectiveness in your daily operations, optimizing processes, and driving continuous improvement.

Tactical

Our diagnostic analytics solutions are tailored to support your long-range goals and strategic decision-making. By delving deep into the data, we uncover valuable insights and trends that guide your path to success. We help you identify growth opportunities, address challenges, and make data-driven decisions to achieve your objectives. These insights translate into actionable steps on higher timeframes, such as monthly or quarterly, allowing you to implement strategic initiatives and measure progress over time. Our focus is on aligning your tactical efforts with your long-term vision, ensuring that each action step contributes to your overall success.

Strategic

We specialize in predictive analytics, which allows us to examine and steer the course of your business with a long-term perspective. By leveraging advanced modeling techniques and analyzing historical data, we provide insights into future trends, risks, and opportunities. Our strategic analytics solutions help you set milestones and make informed decisions that shape the trajectory of your business over years or even decades.

Data Science

Business Intelligence and Business Analytics are integral components of Data Science, enabling organizations to unlock valuable insights and shape their path to success. Business Intelligence provides a retrospective view, analyzing past performance to guide the current trajectory. On the other hand, Business Analytics takes a forward-looking approach, leveraging data to anticipate future events and proactively influence outcomes.

With the four types of analytics - descriptive, diagnostic, predictive, and prescriptive - organizations can extract meaningful insights, make informed decisions, and drive superior business outcomes. By harnessing the power of analytics, organizations can understand the past, uncover underlying factors, predict future trends, and prescribe optimal actions to achieve their objectives. This data-driven approach empowers organizations to navigate complexities, capitalize on opportunities, and achieve sustained success.

Descriptive analytics

What happened? Descriptive analytics focuses on understanding what has happened in the past. It serves as the foundational component of Business Intelligence and is characterized by traditional Business Intelligence techniques and visualizations, such as pie charts, bar charts, line graphs, tables, and narrative reports. Descriptive analytics provides insights into historical data to help organizations gain a comprehensive view of their operations and performance.

Diagnostic analytics

Why did it happen? Diagnostic analytics aims to uncover the reasons behind past events or trends. As the second member of Business Intelligence, it provides valuable insights and explanations for why certain outcomes occurred. This type of analysis involves techniques such as drill-down analysis, data discovery, data mining, and correlation analysis. By delving deeper into data relationships and patterns, diagnostic analytics helps organizations gain a deeper understanding of the factors influencing their performance.

Predictive analytics

What will happen? Predictive analytics is the first member of Business Analytics and focuses on forecasting and predicting future events or outcomes. It utilizes techniques such as regression analysis, forecasting, multivariate statistics, pattern matching, predictive modeling, and other advanced analytical methods. By analyzing historical data and identifying patterns and trends, predictive analytics enables organizations to make informed decisions and anticipate potential future scenarios. It provides valuable foresight to guide proactive actions and strategies.

Prescriptive analytics

How to make it happen! Prescriptive analytics, the second member of Business Analytics, focuses on determining how to make desired outcomes happen. It goes beyond predicting future events by providing actionable insights and recommendations on the best course of action. Using techniques such as graph analysis, discrete event simulations, heuristics, and optimization algorithms, prescriptive analytics evaluates various scenarios and identifies the most optimal decisions to achieve desired objectives. It leverages multiple foresights derived from predictive analytics to guide organizations in making informed choices and implementing effective strategies.

Control

To be in control, it is essential to have a comprehensive understanding of the past, present, and future. This is where the concepts of hindsight, insight, and foresight come into play. Hindsight refers to looking back and analyzing past events, gaining valuable lessons and understanding of what has already occurred. It provides a foundation of knowledge and historical context.

Insight involves the ability to analyze and interpret current data and information, gaining a deep understanding of the present situation. It involves identifying patterns, trends, and correlations in real-time data to uncover valuable insights and make informed decisions based on the current state of affairs.

However, true control goes beyond just understanding the past and present. Foresight is the ability to anticipate and predict future trends, outcomes, and challenges. It involves leveraging data, analytics, and strategic thinking to forecast what lies ahead and proactively plan for it. Foresight empowers organizations to make proactive decisions, mitigate risks, and seize opportunities before they arise.

By combining hindsight, insight, and foresight, organizations can achieve a comprehensive level of control. They can learn from the past, understand the present, and strategically plan for the future. This holistic approach enables organizations to navigate uncertainties, adapt to changing environments, and steer their course towards success.

Hindsight

Past

Situation

  • Reactive action
  • Operational level
  • Descriptive analytics
  • Process driven
  • Skill based
  • Simple process
  • Resilient system
  • Backward time
  • Backcasting

Insight

Present

Situation

  • Reactive action
  • Tactical level
  • Diagnostic analytics
  • Technology driven
  • Rule based
  • Complicated process
  • Stable system
  • Sideways time
  • Nowcasting

Foresight

Future

Situation

  • Proactive action
  • Strategic level
  • Predictive analytics
  • Data driven
  • Knowlegde based
  • Sophisticated process
  • Robust system
  • Forward time
  • Forecasting

Thriving in business dynamics

In today's dynamic business environment, successful organizations embrace resilience, stability, and robustness. Resilience enables agile responses to challenges, stability ensures consistent performance, and robustness fosters long-term sustainability. Skill, rules, and knowledge serve as the foundation for effective daily actions, leveraging past insights, established patterns, and future predictions. By integrating these elements, organizations navigate complexities, mitigate risks, and achieve enduring success.

We integrate and harness Big Data technologies, Generative Adversarial Networks, and Reinforcement Learning to enhance our Data Science models.

Organizations, regardless of their size, often face the challenge of managing and processing large amounts of data from various sources. While some organizations can handle their data using traditional tools, there are limitations when the data volume exceeds the capacity of these tools or when manual processing introduces errors. In such cases, leveraging Big Data technologies becomes necessary.

In our approach, we employ unsupervised learning techniques specifically designed for Big Data, considering its three key characteristics: Volume, Velocity, and Variety. By harnessing the potential of Big Data technologies, Generative Adversarial Networks, and Reinforcement Learning we enhance the capabilities of our Data Science models, propelling them into the foresight stage. This empowers organizations to gain advanced insights, make informed decisions, and leverage the full potential of their data resources.

Data Volume

Data Volume refers to the amount of data generated and accumulated by organizations. It includes online and offline storage in formats like files, records, or tables. The volume of data is measured in gigabytes (GB) or terabytes (TB), reflecting the scale of the data being managed. Organizations need to handle and process large data volumes to extract meaningful insights and make informed decisions as data continues to grow exponentially.

Data Velocity

Data Velocity refers to the speed at which data is generated and processed within an organization. It captures the rate of data collection based on time or events. Data velocity is measured in streams, batches, or bits, indicating the flow and frequency of data. Real-time or near-real-time processing capabilities are necessary to handle high data velocity, enabling organizations to analyze data in a timely manner and derive valuable insights.

Data Variety

Data Variety encompasses the diverse range of data types and formats encountered by organizations. It includes numerical, text, image, audio, and video data. This data can exist in structured or unstructured formats and is generated by humans or machines. Effective management of data variety enables organizations to gain comprehensive insights from different sources and formats, enhancing decision-making and driving innovation.