While we work on programs to avoid such inconvenience, AI and machine learning are revolutionizing the way we interact with our analytics and data management while increment in security measures must be taken into account. Businesses are increasingly relying on collaborative BI to understand and interpret data. This is also supported by data warehouse modernization, which moved up one place to sixth position this year. Business Intelligence (BI) Geben Sie Ihren Mitarbeitern jederzeit Zugriff auf komfortable Tools für BI und die Datenanalyse, damit sie schnell und fundiert entscheiden können. Time gain is also present in the form of AI assistants. Jetzt lesen » Stimmen Sie ab zum 11-ten Trend. Business Intelligence lässt sich im modernen Unternehmen verstehen als eine Reihe von Methoden, ... Fazit: Mit modernen und wohlklingenden Rezepten des New Work Trends... weiterlesen . Self-service analytical possibilities are becoming a criterion for BI vendors and companies alike; both can profit from it and bring more value to their businesses. Predictive analytics indicates what might happen in the future with an acceptable level of reliability, including a few alternative scenarios and risk assessment. Read on to see our top 10 business intelligence trends for 2021! BI has come to the solution to enable users to consolidate all the data that a company manages and provides methods to discover, analyze, measure, monitor, and evaluate large scale data. Since it has been evaluated at USD 6.18 BN in 2018, it is also predicted to grow with a CAGR rate of 22.43% by reaching 2024. Collaborative information, information enhancement, and collaborative decision-making are the key focus of new BI solutions. The full study features analyst commentary and user ratings of 20 trends in the BI and analytics market. In fact, it is one of the most prominent emerging trends in business intelligence identified by almost 3000 professionals in the industry by the research we mentioned at the beginning of the article. The 4 Top Artificial Intelligence Trends For 2021. We will start our analysis of what is new in business intelligence with AI. Although the pandemic has affected the growth, it certainly didn't completely stop it. It is a combination of collaboration tools, including social media and other 2.0 technologies, with online BI tools. 2020 has been a time of fundamental change in many organizations. Neue Technologien machen BI-Lösungen immer besser. Predictive analytics includes estimated future data and therefore always includes the possibility of errors from its definition, although those errors steadily decrease as software that manages large volumes of data today becomes smarter and more efficient. Predictive analytics is the practice of extracting information from existing data sets in order to forecast future probabilities. Dies sind nur einige Trends, die die Business Intelligence Welt im Jahr 2018 bewegen werden. Modern businesses that want to stay relevant need to stay on top of this trend. ARIMA is a model used for time series analysis that applies data from the past to model the existing data and make predictions about the future. No matter the developments, worldwide spending on information security products and services will increase by 2.4% in comparison to last year (and reach $123.8 billion). Each part of ARIMA takes care of different sides of model creation – the autoregressive part (AR) tries to estimate the current value by considering the previous one. And it’s completely free! Long-standing barriers between data scientists and business users are being slowly mixed into a one-stop-shop for any data requirement a company might have – from collecting, analyzing, monitoring, and reporting on findings. This is developed in a context of enhanced collaboration addressing the new challenges the fast-track business provides, where more analyses are done and reports edited. Business Intelligence treibt das Unternehmen und seine Fähigkeit, die digitale Wirtschaft zu nutzen, weiter an. Business Intelligence trends and improvements in the market along with their proof are critical factors in decision making. Most companies seem to be going back to the roots and concentrating on the basics of using and managing their data before they shift their priorities on to advanced methods. Talk to BARC now and discover the benefits of becoming a BARC client: © Copyright – BARC – Business Application Research Center, The Real BI Trends in 2021: What 2,259 BI Professionals Think. Adobe Stock. That being said, business users require software that is: Discovering trends in business operations that you didn’t even know were there or enabling immediate actions when a business anomaly occurs have become invaluable tools in effectively managing businesses of all sizes. At the other end of the spectrum, data catalogs, augmented analytics and IoT data and analytics were voted as the least important of the twenty trends covered in BARC’s survey. On the other hand, data scientists still will manage complex analysis where manual scripting and coding is necessary. We have observed this year that hyped topics such as artificial intelligence (AI) and machine learning (ML) have receded into the background in the face of the crisis. A survey conducted by the Business Application Research Center listed data discovery in the top 2 business intelligence trends by the importance hierarchy. 2020 was a particularly major year for the business intelligence industry. Whether you need to create a sales report or send multiple dashboards to clients, embedded analytics is becoming a standard in business operations, and in 2021, we will see even more companies adopting it. Augmented intelligence represents a third wave of business intelligence. Data quality/master data management, data discovery/visualization and data-driven culture are the three topics that practitioners identified as the most important trends in their work. Real-time access to data has become a norm in everyday life, not just for businesses, but the general public as well, where we could see press conferences filled with the most recent information, graphs, and statistics that have defined some of the strategies against the pandemic. Master data and data quality management in first position and data discovery in second are evergreens that have been in these top positions for four years in a row now. This improves decision-making a lot, as future outcomes are taken into consideration in the prediction. Holen Sie sich die vollständige Druckversion zu den BI-Trends 2019. Key Data Governance Trend Takeaways With different regions adopting General Data Protection and Regulation (GDPR) policies, having … In practice, that means that EU-based businesses that use in the current situation US-based software vendors that store any kind of data for them are taking hazards as they operate in a legal grey area. In fact, according to Allied Market research, the embedded analytics market is projected to reach $60.28 BN by 2023, with a CAGR of 13.6% from 2017, and this is one of the business analytics topics we will hear even more in 2021. Another feature that AI has on offer in BI solutions is the upscaled insights capability. While there are challenges that are affecting companies’ decisions to implement mobile BI such as limited screen size and design of the interface to ensure the best possible usability, mobile is undoubtedly going to stay as one of the trends that will be considered by companies in 2021. Business intelligence topics wouldn’t be complete without data (analysis) automation. Künstliche Intelligenz (KI) und Machine … The fact is that it is and will affect our lives, whether we like it or not. There are also no major shifts in the downward trends. BARC’s Data, BI and Analytics Trend Monitor 2021 reflects on the business intelligence, analytics and data management trends currently driving the market from a user perspective. But once the basic principles are grasped, the ARIMA provides a very powerful tool for predictive analysis. Bewältigen Sie mithilfe von Daten die heutigen geschäftlichen Herausforderungen und werden Sie ein intelligentes Unternehmen. The Shield was a legal framework that enabled companies to transfer data from the EU to the USA but, with recent legal developments causing the invalidation of the process, companies that have their headquarters in the US don't have the right to transfer any of the EU data subjects. That is an incredible time gain as what is usually handled by a data scientist will be performed by a tool, providing business users with access to high-quality insights and a better understanding of their information, even without a strong IT background. In fact, if we take a closer look at the Forbes' Cloud 100 list, we can see that capital is flowing into shares of SaaS, databases, automation tools, and fintech companies. Managing Partners: Martin Blumenau, Jakob Rehermann | Trade Register: Berlin-Charlottenburg HRB 144962 B | Tax Identification Number: DE 28 552 2148, News, Insights and Advice for Getting your Data in Shape, BI Blog | Data Visualization & Analytics Blog | datapine. In 2020, BI tools and strategies will become increasingly customized. The Covid-19 pandemic has impacted many aspects of how we do business, but it hasn’t diminished the … Over the past decade, business intelligence has been revolutionized. In 2019, Gartner estimated that the augmented analytics would reach $13 billion by 2023. Up-to-date data is becoming more important than ever before, and since the world has changed, companies need to adapt as well. Get Our 2021 BI Trends Handbook For Free! There are plenty of big data examples used in real life, shaping our world, be it in the buying experience or managing customers’ data. Weiterhin werden jedoch beispielsweise auch das Thema Cloud sowie die neue Datenschutzgrundverordnung Einfluss auf den Bereich Business Intelligence ausüben. Instead, companies have focused more on basic operations and processes. Business Intelligence (BI) bezeichnet Prozesse und Verfahren, die zur systematischen Datenanalyse in elektronischer Form eingesetzt werden. Although, Business Intelligence is not something that is completely a new breakthrough, with the advent of new technologies the trend has changed. For some, this situation meant shifting their … In business is similar: forecasting and alarms will inevitably become used much more in developing proper business responses and strategies for future endeavors with more variables brought into the equation. Inzwischen haben Data Warehousing und Business Intelligence-Systeme ein gewaltiges Wachstum, eine zunehmende Bedeutung für das Informationsmanagement sowie einige Paradigmenwechsel und Erweiterungen erfahren. Data and information security have been on everyone’s lips in 2020, and it will continue to buzz the world in 2021. In this case, a continuous downward trend can be observed over the last three years (similar to Mobile BI in previous years). This report contains the results of 360Suite’s Business Intelligence (BI) Survey on the current business intelligence trends. The rise of self-service analytics democratized the data product chain. Holen Sie sich mit dieser Zusammenfassung des Berichtes schnell verwertbare Fakten. In 2021, BI tools and strategies will become increasingly customized. It has to track the various progress of meetings, calls, e-mails exchanges, and ideas collection. SPONSORED CONTENT. The input to the second layer is from the output of the first layer, and the situation repeats itself with every layer. Business intelligence, in essence, is about delivering the relevant and reliable information to the right people and at the right time, advancements in its hardware and software will surely achieve its goals of streamlining decision-making in businesses but also elevate the value of business insights. Using online data visualization tools to perform those actions is becoming an invaluable resource to produce relevant insights and create a sustainable decision-making process. Organizations want to go beyond the collection of as much data as possible and actively use data to improve their business decisions. Departments and company owners are looking for professional solutions to present their data without the need to build their own software. Collaborative Business Intelligence The old system of the manager telling the employee what to do and when is over. This is one of the major trends chosen by Gartner in their Strategic Technology Trends report, combining AI with engineering and hyperautomation, and concentrating on the level of security in which AI risks of developing vulnerable points of attacks. The unrivaled power and potential of executive dashboards, metrics and reporting explained. But not only; creating ad hoc analysis has enabled businesses to stay on top of changes and adapt to immense challenges that this year has brought. However, most trends have remained at the same level. When the dueling happens several times, the AI can become smarter to evaluate and break that kind of online security systems. We asked over 2,500 users, consultants and vendors for their views on the most important BI, analytics and data management trends, delivering an up-to-date perspective on regional, company and industry-specific differences and providing comprehensive insights on the BI, analytics and data management market. In diesem Whitepaper werden die 10 wichtigsten Business-Intelligence-Trends vorgestellt, die Unternehmen im Jahr 2019 kennen sollten. The analysis includes inspection of the autocorrelations – comparing how the current data values depend on past values – especially choosing how many steps into the past should be taken into consideration when making predictions. Moreover, the recent overturn by the European Court of Justice of the legal framework called Data Privacy Shield hasn't made software companies' life much easier. Prescriptive analytics can help you optimize scheduling, production, inventory, and supply chain design to deliver what your customers want in the most optimized way, and these are some of the trends in business intelligence 2021 that we will hear more about. In the last decade, we saw so much data produced, stored, and ready to process that companies and organizations were seriously looking for modern data automation solutions to tackle massive volumes of information that has been collected. Even though adoption is developing slowly, the upward trend of the cloud tells us that companies are becoming increasingly familiar with using cloud, or at least hybrid, solutions.  Dies umfasst die Sammlung, Auswertung und Darstellung von Daten in elektronischer Form. 2021 will be an exciting year of looking past all the hype and moving towards to extract the maximum value from state-of-the-art online business intelligence software. But collaborative BI does not only remain around some documents’ exchanges or updates. Prescriptive analytics goes a step further into the future. Data discovery has increased its impact in the last year. It is hard to imagine an area that was not in some way affected by the economic, social and individual consequences of this global pandemic. For others who could not work from home, the workplace had to be made safer. This single process becomes a mathematical formula that is repeated multiple times. When talking about collaborative BI, the term "self-service BI” quickly pops up in the sense that those self-service tools do not require an IT team to access, interpret, and understand all the data. Establishing a data-driven culture is a trend that was newly introduced to the BARC BI Trend Monitor two years ago. When data analytics occurs within a user’s natural workflow, embedded analytics is the name of the game. Moreover, implementing live dashboards will help companies to immediately access relevant information regarding their business and react if any potential issues arise. The idea of using a cloud environment to run BI and analytics is no longer merely promoted by software vendors but is transitioning from theory into practice. How to use IT reporting and dashboards to boost your business performance and get ahead of the competition. Businesses are evolving from static, passive reports of things that have already happened to proactive analytics with dashboards that help businesses to see what is happening at every second and give alerts when something is not how it should be. But not just vendors, companies will also implement mobile solutions and actively use them since it will provide them with numerous benefits: accessing your information at any time, and any place – while riding on a train or relaxing on a beach. If you’re ready to start your business intelligence journey, or keep up with the 2021 trends, trying our software for a 14-day trial will do the trick! BI is quicker and progressively precise in reporting and data analysis. Whether the data reside in the cloud or on-premises, in structured databases or unstructured data processed by Hadoop, it’s accessible through Power BI. ARIMA techniques are complex and drawing conclusions from the results may not be as straightforward as for more basic statistical analysis approaches. Business Intelligence hat zum Ziel, Unternehmen effektivere strategische oder operative Entscheidungen zu ermöglichen. A survey-based BARC study into current and planned approaches to corporate planning. The point is that data discovery is a process that enables decision-makers to reveal insights and by using visualizations, teams have the chance to spot trends and major outliers within minutes. It is characterized by techniques such as graph analysis, simulation, complex event processing, neural networks, recommendation engines, heuristics, and machine learning. A well-developed business intelligence technology can help companies in many ways, and ensure sustainable growth, which we certainly need in these uncertain times. Tech giants use AI in many different ways that will alternate the machine learning process and we should keep an eye on this process in 2021. Gartner underlines the main drivers to global security spending (see the table below): Since data breaches have been regularly in the news, buzzing industries, and average users, the demand for security products and services is understandable. Trend #1: … However, businesses today want to go further and predictive analytics is another trend to be closely monitored. In its ninth annual edition, the study provides a broad assessment of the business intelligence (BI) market and a comprehensive look at key user trends… Data Warehouse Modernization [Coming soon], Cloud for Data and Analytics [Coming soon].  Die Begriffe Business Analytics und Advanced Analytics sind Schlagworte, die für eine verbesserte oder erweiterte Geschäftsanalytik stehen sollen. Use the Power BI visualization tools to communicate social trends to colleagues. Data preparation by business users dropped from rank six to rank seven due to data warehouse modernization becoming more important. The trends we presented last year will continue to play out through 2021. BI practitioners steadily show that the empowerment of business users is a strong and consistent trend. The second wave, self-service analytics, was still considered novel until recently. Mit der richtigen Kombination ist es insbesondere auch die Vielfalt der Daten, die ganz neue Fragestellungen sowie eine optimierte Steuerung von Abläufen und Prozessen in den Fokus rücken. Data exploded and became big. But the BI landscape is evolving and the future of business intelligence is played now, with emerging trends to keep an eye on. Jetzt herunterladen » Slideshare abrufen. Fortschritte in de Suddenly advanced analytics wasn’t just for the analysts. You will learn how different regions, industries, user types, company sizes and best-in-class companies rate the various trends and how their views have changed since last year. This is one of the business intelligence market trends that is not going to vanish anytime soon. Tools have started to develop artificial intelligence features that enable users to communicate with the software in plain language - the user types a question or request, and the AI generates the best possible answer. Business analytics of tomorrow is focused on the future and tries to answer the questions: what will happen? Accordingly, predictive and prescriptive analytics are by far the most discussed business analytics trends among the BI professionals, especially since big data is becoming the main focus of analytics processes that are being leveraged not just by big enterprises, but small and medium-sized businesses alike. Geworben wird damit, dass die verbes… SaaS is becoming a best friend to remote and disparate teams that need solutions that will help them to optimize their business processes and ensure there are no bottlenecks by working remotely. *Source: Business Application Research Center*. By Sandra Durcevic in Business Intelligence, Nov 24th 2020. The trends we presented last year will continue to play out through 2020. Starting from rank five in the first edition, it made its way up to rank three last year where it remains this year. Wir legen Wert auf Ihre Meinung und möchten von Ihnen hören! Some trends have slightly increased in importance since last year (e.g., data catalogs). Big Data steht zunächst für die riesigen Mengen an Daten, die uns mittlerweile zur Verfügung stehen und täglich rasant wachsen – Daten die in der Größenordnung von Zettabytes durch Computer, Mobilgeräte und Sensoren erzeugt werden. An essential element to consider is that data discovery tools depend upon a process, and then, the generated findings will bring business value. For some, this situation meant shifting their workplace from the office to their homes. Don‘t miss out – Get the latest BI product insights, research, surveys and more! It basically fully analyzes your dataset automatically without needing an effort on your end. However, from a legal perspective, even this solution is questionable, as, in theory, the US judiciary could force US-based companies to reveal even data from EU-based servers. Hotels try to predict the number of guests they can expect on any given night in order to adjust prices to maximize occupancy and increase revenue. Primarily, data governance and trust is one of the hottest business intelligence trends in financial services and healthcare. Let’s see how it will be developed in the business intelligence trends topics of 2021. If you want to give your company the edge with data-driven solutions, read up on these seven business intelligence trends in 2020. Companies are no longer wondering if data visualizations improve analyses but what is the best way to tell each data-story, especially with the help of modern BI dashboard software. Many businesses have turned to SaaS BI in order to gain more flexibility and access the data on the cloud, from any device. However, most trends have remained at the same level. Some countries have used data to make the best possible decisions, and companies followed to ensure survival in these uncertain times. 2019 was a particularly major year for the business intelligence industry. A few years ago, mobile BI was considered a huge swirl in the BI and analytics community. High gear for data access is becoming the norm and is one of the reasons why some companies can survive, and others not. These BI tools make sharing easier in generating automated reports that can be scheduled at specific times and to specific people. Jetzt erleben. But the BI landscape is evolving and the future of business intelligence is played now, with emerging trends to keep an eye on. Marketers determine customer responses or purchases and set up cross-sell opportunities, whereas bankers use it to generate a credit score – the number generated by a predictive model that incorporates all of the data relevant to a person’s creditworthiness. Advanced analytics/machine learning and AI also fell one place to rank eleven. We’ve summed up in this article what the close future of business intelligence looks like for us. Spreadsheets finally took a backseat to actionable and insightful data visualizations and interactive business dashboards. Geschäftsanalytik, englisch Business Intelligence (Abkürzung BI), ist ein der Wirtschaftsinformatik zuzuordnender Begriff, der Verfahren und Prozesse zur systematischen Analyse des eigenen Unternehmens bezeichnet. Businesses of all sizes are no longer asking if they need increased access to business intelligence analytics, but what is the best BI solution for their specific business. We conducted the survey with the goal of gathering information on how Business Intelligence professionals manage multiple BI solutions and the challenges they face in such a volatile and diverse environment. All these possibilities are accessible on all devices which enhances the decision-making and problem-solving processes, critical for today's ever-changing environment. Mobile business intelligence is becoming more incorporated into BI solutions and next year the trend will certainly not lose its importance. Many of today’s tools are siloed and independently operated by users — unconnected to a broader network. Airlines use it to decide how many tickets to sell at each price for a flight. Since humans process visual data better, the data discovery trend will find increment as one of the most important BI trends in 2021. The pandemic has shown that remote working is becoming a norm, especially for companies that don't rely on daily human contact to perform their regular tasks. von Jürgen Mauerer - 18.10.2018 Foto: a-image / shutterstock.com. The future of business analytics lays in the possibility to perform own analysis, with tools that are accessible no matter the location, and can adjust to current and future working conditions. Analytics industry trends will certainly have real-time data as one of the main drivers in 2021 and we will, without a doubt, see more of it in action. The Real Business Intelligence Trends in 2021 2020 has been a time of fundamental change in many organizations. Technology duplicates biology: information flows into the mathematical neuron, is processed by it and the results flow out. Here are the top 10 analytics and business intelligence trends we will talk about in 2021: Being data-driven is no longer an ideal; it is an expectation in the modern business world. BARC’s Data, BI and Analytics Trend Monitor 2021, Integrated planning provides a solid foundation in a dynamic environment, Modernizing the Data Warehouse: Challenges and Benefits, The current state of data storytelling and its analytical requirements. A BARC survey reveals that 36 percent of respondents say they currently use data as a revenue generator to increase the company’s turnover. This year we asked 2,259 users, consultants and vendors for their views on the most important data, BI and analytics trends. Today, managers and workers need to interact differently as they face an always-more competitive environment. A survey by KDNuggets predicts that in the next decade, data science tasks will be automated, hence, this is one of the trends in business intelligence that we need to keep an eye on since we don't know when it will exactly happen. Business Intelligence-Systeme werden vor allem im deutschsprachigen Raum als analytische Informationssysteme verstanden. Formerly strangled by spreadsheets, companies have realized how utilizing embedded BI enables them to provide higher value within their own applications. As in the human brain, the power of neural networks lies in their capability to connect sets of neurons together in layers and create a multidimensional network. Applied to business, predictive analytics is used to analyze current data and historical facts in order to better understand customers, products, and partners and to identify potential risks and opportunities for a company. This can be explained by the increasing interest in cloud BI. However, as data continues to grow and technologies evolve, it’s important to keep up on the emerging trends and changes in business intelligence. The COVID-19 pandemic has had a massive impact on the economy and many companies have had to restructure their work. The BARC Data, BI and Analytics Trend Monitor 2021 illustrates which trends are currently regarded as important in addressing these challenges by a broad group of BI and analytics professionals. In the analytics business and in the business world — business intelligence, analytical devices and BI applications are the main discussed subject. Rapid changes in artificial intelligence (AI), machine learning, and automation are shaking up how businesses use data. In essence, the data that is located in the EU needs to stay in the EU. Predictive analytics must also become accessible for everyone, and in the year 2021, we will witness even more relevance that will cater to that notion. We can check if these values are normal, random, and stationary – with constant variation. Often seen as the highest foe-friend of the human race in movies (Skynet in Terminator, The Machines of Matrix, or the Master Control Program of Tron), AI is not yet on the verge to destroy us, in spite of the legit warnings of some reputed scientists and tech-entrepreneurs. All in all, these top five trends represent the foundation for organizations to manage their own data and make good use of it.
2020 business intelligence trends