Big Data: Definition and Examples of Its Applications in Industries
The term big data refers to the collection and analysis of large amounts of data, which can be diverse, such as text, images, audio, or video....
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Jun 27, 2025 12:19:27 PM
Digital transformation is no longer a future trend; it is an essential reality for companies seeking to grow, innovate, and stay competitive in an ever-evolving market.
This transformation goes beyond simply adopting new technologies; it necessitates a fundamental change in how businesses think, lead, and operate. In this process, innovation management emerges as a critical strategic pillar.
Continue reading to gain a clearer understanding of what digital transformation entails, its key components, the main challenges it poses, and the advantages it offers to companies.
Table of Contents
Innovation management is the engine of digital transformation: a set of practices that enable a company to create, implement, and scale new ideas, processes, or business models. Within the context of digital transformation, it is the gear that drives change sustainably.
True digital transformation begins with a mindset shift that drives the future, and this is where innovation management connects with digital entrepreneurship.
While innovation management provides structure and governance to develop and scale ideas, digital entrepreneurship adds speed, boldness, and market vision to a company’s strategy.
With this in mind, companies that adopt this model can:
Identify innovation opportunities more quickly, using data and trends as strategic input;
Create digital business models, testing new revenue channels with low risk and high scalability;
Decentralized innovation, encouraging leaders from different areas to propose solutions and improve processes;
Bring the internal culture closer to the logic of startups, with more experimentation, flexibility and customer focus.
For managers and owners, investing in digital entrepreneurship does not just mean launching digital products, but transforming the company into a more agile, connected and future-ready organization.
Read: SAP Business One - pricing and costs
Digital transformation is the process of integrating technology into all areas of a company to improve performance, optimize processes, create value for the customer and develop more agile, scalable, and sustainable business models.
Unlike simple digitalization (such as transforming a physical document into a digital one), digital transformation in companies involves cultural, strategic, and structural change. This means rethinking how data is used, how products are delivered, how the company is organized internally, and how it responds to market changes.
The digital transformation journey is no longer optional. Companies that do not invest in innovation end up losing ground to competitors who are more agile, more connected to their customers, and better prepared to deal with a volatile economic scenario.
For financial decision-makers, the importance of digital transformation lies in three central aspects:
Operational efficiency: automate tasks, reduce costs, optimize time, and increase productivity.
Predictability and control: integrate data for faster decisions, based on reliable information.
Market value and reputation: Digitized companies are more valued, more attractive to investors and more resilient in crises.
In short, digital transformation directly impacts financial management, compliance, growth and business sustainability.
To happen strategically, digital transformation must be supported by some fundamental pillars. Below, we list the most important ones for the context of business and financial management:
Successful transformations start with leadership. Senior management must champion innovation, foster a digital mindset, and lead by example. It’s about building a culture that is open to change, based on continuous learning, collaboration, and a focus on results.
Tools such as ERP systems (such as SAP Business One), BI, cloud computing, process automation and AI must be integrated into the business strategy. Technological adoption must have a clear purpose and generate measurable value.
Turning data into decisions is at the heart of digital transformation. It is necessary to consolidate information from different areas of the company, create dashboards, monitor KPIs and make decisions based on reliable information in real time.
Digitization also means better understanding consumer behavior, personalizing experiences, and creating more efficient service channels. Today, customers expect quick responses, simple access, and seamless journeys, and this requires technology and strategy.
The transformation journey is not a project with a beginning, middle, and end. It is an ongoing process, based on cycles of improvement and adaptation. Therefore, innovation management becomes a structuring element of this process.
Still not convinced? Below, we list some of the main advantages perceived by companies that structure their digital journey with a focus on innovation and results:
Task automation, elimination of rework, inventory control and standardized processes lead to a leaner and more efficient operation.
With integrated data and updated systems, the company can efficiently meet legal and tax requirements with enhanced security. This is particularly significant in the context of tax reforms or audits.
Systems like SAP Business One, combined with analytical intelligence, allow management to make decisions based on indicators updated in real time.
Companies with a high degree of digital maturity are more attractive to investors, strategic partnerships, and mergers or acquisitions.
With integrated processes, the company can launch new products, adjust prices or change routes much more quickly.
>> Read: What is an ERP
Digital transformation is fundamentally rooted in technology, which has historically driven these changes. Future technological advancements will continue to shape how companies evolve.
When we consider "technology," it includes various tools that enhance human work. However, only a select few technologies have the power to disrupt entire markets.
In his book "Futuro Presente: O Mundo Movido à Tecnologia" (Present Future: The World Driven by Technology), author Guy Perelmuter highlights the key technologies that will define the next decades of the digital age. Here are some of them:
In simple terms, the Internet of Things (IoT) is how we describe the digitally connected universe of everyday physical devices. These devices are embedded with internet connectivity, sensors, and other hardware that enables communication and control via the web.
IoT makes devices smarter by giving them the ability to send data over the internet. This, in turn, allows the device to communicate with people and other IoT-enabled things.
The connected “smart home” is a good example of IoT in action. Internet-enabled air conditioning units, doorbells, smoke detectors, and security alarms create a connected hub where data is shared between physical devices.
Users can then remotely control the “things” in that hub (i.e., adjust temperature settings, unlock doors, etc.) via an app or website.
Far from being restricted to the home, the Internet of Things can be found in a variety of devices, industries, and settings. From smart chalkboards in classrooms to medical devices that can detect signs of Parkinson’s disease, IoT is rapidly making the world smarter by connecting the physical and digital.
Big Data refers to the massive and ever-growing amounts of data that an organization possesses that cannot be analyzed using traditional methods. It includes both structured and unstructured data types, and is often the raw material for organizations to perform analysis and extract insights that can help them create better business strategies. This makes Big Data one of the most important assets today.
Using specialized Big Data software and architecture solutions allows organizations to manage the high data load and create an infinite number of possibilities for organizations. GPS systems can detect traffic jams in the area a user is visiting and suggest alternatives. A streaming TV channel can create the characters and plot of its hit series by analyzing the content its viewers consume. Smart watches can monitor the heart rates of millions of users and identify patterns that anticipate diseases. Moisture sensors in crop fields can plan irrigation frequency by combining their data with weather forecasts, and much more.
Virtual reality (VR) is the term used to describe a computer-generated, three-dimensional environment that can be explored and interacted with by a person.
VR uses cutting-edge graphics, best-in-class hardware, and artistically rendered experiences to create a computer-simulated environment where you are not just a passive participant, but a co-conspirator. With a VR headset, the user becomes fully immersed in realistic 3D worlds, creating a major shift in the way we experience the digital world.
While VR adds a whole new layer to the world of gaming, the technology extends beyond gaming to offer something for every industry. VR has the potential to transform the way we play, work, learn, communicate, and experience the world around us.
Machine learning (ML) is a promising subfield of artificial intelligence where systems can “learn” from data, statistics, and trial and error to optimize processes and innovate at faster rates.
ML is giving computers the ability to develop human-like learning capabilities, enabling them to solve some of the world’s most difficult problems, from cancer research to climate change.
Marketing automation is the integration of data and processes from other sales and marketing channels into a central, organized platform. A comprehensive hub complements and organizes the customer journey and integrates all of a company’s outreach channels.
The improvements that marketing automation offers complement the benefits of customer relationship management (CRM) software. Together, CRM and marketing automation software help marketing teams complete time-consuming manual tasks and categorize the vast amounts of data available through digital channels.
This, in turn, empowers the company to better achieve its goals. Visual builders and comprehensive integrations help marketing strategies support business objectives with forecasts and research based on quantitative and qualitative data.
Digital transformation has reshaped the American business landscape, driving efficiency, innovation, and the creation of new markets. Sectors like e-commerce, digital services, and online platforms have spearheaded this change, significantly impacting GDP and employment. Yet, this process isn't without its hurdles, which U.S. companies must navigate for successful and sustainable implementation.
A common issue is the lack of digital skills, highlighting a shortage of talent with the necessary competencies and the continuous need for staff training. Integrating legacy systems can also be complex, as older technologies coexist with newer ones, leading to compatibility and data migration issues. As businesses become more interconnected, cybersecurity risks increase, demanding robust strategies to protect data and ensure business continuity. Without a clear, well-defined digital transformation strategy aligned with business objectives, implementations can be ineffective and adoption limited. Finally, budgetary constraints can be a major impediment, particularly for small and medium-sized enterprises, due to the significant investment required for new technologies and infrastructure. Overcoming these challenges demands a holistic approach that considers not just technology but also organizational culture, talent management, and a clear strategic vision for the digital era.
The digital transformation journey is long. Even with a solid strategy in hand, organizations must be patient with the process, striving for a long time to see it succeed.
Therefore, the first step is to understand the business needs and find gaps in the existing system to build a strategy that avoids failures. Below, you will find tips on how to implement digital transformation in companies.
The goal is to assess the current state of the business by identifying favorable internal and external factors. Based on this, take action in areas where there are gaps or failures.
Frameworks such as SWOT, STEEP, or STEEPLE analysis can be used to measure these internal and external factors.
It assesses any business, project, or transformation effort based on its strengths and weaknesses, opportunities and threats, and helps identify the organization’s digital capabilities. While SWOT helps analyze both internal and external factors, it is predominantly used to identify internal capabilities.
With STEEP, you can measure political, social, economic, environmental, and technological factors. It goes beyond SWOT analysis and provides an in-depth understanding of the current state of your digital assets.
It’s like STEEP but with additional features, as it takes into account legal and ethical factors that help you identify cultural and compliance gaps within your organization. You can include these factors in your digital transformation roadmap to improve culture alongside your digital capabilities.
Going further, you can assess your organization’s state of digital transformation maturity by assessing its current state to identify the necessary pathways (e.g., “The Five Blocks Of Digital Transformation”).
Now that you are fully aware of the gaps and flaws in your business, it's time to take decisive action by developing a strategy that aligns with your clear aspirations and goals. With this strategy in place, you will be ready to move forward and create an effective implementation plan.
As you develop this plan, it is crucial to incorporate the latest trends in digital transformation, as these will serve as the foundation for your future success.
For instance, if you operate both offline and online retail stores, your objective must be to gain a deeper understanding of your customers and elevate their experience across all platforms. To achieve this, you must enhance your online capabilities to accurately identify customer preferences every time they interact with your brand.
Begin by investing in robust tools and resources that will map the user journey across all platforms and collect vital data about customer behaviors and preferences. This proactive approach will position your business for long-term growth and success.
Com base nesses dados, você pode sugerir melhores ofertas por meio de lojas online e offline, o que melhorará a experiência com sua marca. Dessa forma, se consegue atingir seu objetivo de aprimorar a experiência do cliente usando meios digitais.
>> Read: Big Data: Definition and Examples of Its Applications in Industries
Start your digital transformation journey with projects that are less complex, easy to implement, and allow for rapid experimentation, iterating through cycles to achieve success faster.
In this early stage, the idea is not necessarily to think about a return on investment, but rather about the validated learning that is achieved in this process.
Waiting for all existing projects to be completed to obtain a final verdict on the success of your transformation initiatives is simply a waste of time. Each project should have its own objective that makes it self-sufficient.
Se as coisas saírem do controle, você sempre poderá reiniciar esse estágio específico em vez de toda a iniciativa de transformação digital.
The digital transformation journey is a complicated process, so implementing it all at once is often impossible.
Therefore, companies should focus on executing efforts in phases and testing the project with a focus group before scaling it up. Break the plan down into measurable tasks to get a more granular view of your initiative.
Let’s continue with our example of a retailer that wants to provide a better customer experience. Now, the company can go ahead and execute the project as a whole, or it can break it down into actionable phases. In this case, we would have the following phases:
Phase 1: Optimizing existing processes and automating routine tasks for better employee productivity;
Phase 2: Digitizing most of the new processes across all channels and platforms;
Phase 3: Integrating all digitized channels and processes for better visibility and decision-making;
Phase 4: Ensuring the success of this digital ecosystem and new business models with successful learning and development programs.
Modernizing core infrastructure and operational processes helps organizations improve their digital experience for customers and employees. However, not all organizations, and especially not all people, are prepared for this.
To achieve this, it is also important to provide the necessary capabilities to keep the wheels turning properly.
With new infrastructure comes the responsibility of hiring new talent and training existing employees. IT and business leaders must be involved in creating a cohesive training program to benefit their transformation efforts.
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The main advantages of choosing us as a partner to implement your business project include:
We understand our clients' needs, support them in their growth and expansion through ongoing training, and are familiar with the implementation processes and legislation in different countries.
In this way, we provide specialized solutions by sector: manufacturing, automotive, agribusiness, commerce, services, among others, with the most innovative technology on the market. We guarantee agile processes that fit the schedule defined with our clients. We focus on solving the needs of your business.
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