Dies umfasst die Sammlung, Auswertung und Darstellung von Daten in elektronischer Form. In the analytics business and in the business world — business intelligence, analytical devices and BI applications are the main discussed subject. 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. 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. Nehmen Sie an dieser Umfrage … Advanced analytics/machine learning and AI also fell one place to rank eleven. 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. 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. overturn by the European Court of Justice, Top 10 Analytics And Business Intelligence Trends For 2021, Utilize The Effectiveness Of Professional Executive Dashboards & Reports, Accelerate Your Business Performance With Modern IT Reports, The need to address digital business risks, Focus on building detection and response capabilities, Allows easy handling of a high volume and variety of data, Predictive And Prescriptive Analytics Tools. 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. Mobile business intelligence is becoming more incorporated into BI solutions and next year the trend will certainly not lose its importance. Bewältigen Sie mithilfe von Daten die heutigen geschäftlichen Herausforderungen und werden Sie ein intelligentes Unternehmen. 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. 2021 will be the year of data security and data discovery: clean and secure data combined with a simple and powerful presentation. It’s an extension of data mining which refers only to past data. Business analytics of tomorrow is focused on the future and tries to answer the questions: what will happen? 2019 was a particularly major year for the business intelligence industry. Mobile business intelligence is becoming more incorporated into BI solutions and next year the trend will certainly not lose its importance. BI practitioners steadily show that the empowerment of business users is a strong and consistent trend. 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. For some, this situation meant shifting their … We have seen since the pandemic arrived, that the needs for real-time and accurate updates are critical in developing proper strategies to respond in such unfortunate situations. For instance; they enable you to set up business intelligence alerts, share public or embedded dashboards with a flexible level of interactivity. In the next few weeks and months, we will post and update a series of articles looking at each trend in more detail. Jetzt erleben. Read on to see our top 10 business intelligence trends for 2021! 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. 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. On the other hand, data scientists still will manage complex analysis where manual scripting and coding is necessary. Check out what BI trends will be on everyone’s lips and keyboards in 2021. Over the past decade, business intelligence has been revolutionized. Data Warehouse Modernization [Coming soon], Cloud for Data and Analytics [Coming soon]. ARIMA techniques are complex and drawing conclusions from the results may not be as straightforward as for more basic statistical analysis approaches. 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. It has to track the various progress of meetings, calls, e-mails exchanges, and ideas collection. Businesses have recognized the potential of embedding various BI solutions such as KPI dashboards or reports into their own application and thus improving their decision-making processes and increasing productivity. The implementation of privacy regulations such as the GDPR (General Data Protection Regulation) in the EU and the CCPA (California Consumer Privacy Act) in the USA have set building blocks for data security and management of users’ personal information. Although the pandemic has affected the growth, it certainly didn't completely stop it. More recent insights predict that collaborative business intelligence will become more connected to greater systems and larger sets of users. The demand for real-time online data analysis tools is increasing and the arrival of the IoT (Internet of Things) is also bringing an uncountable amount of data, which will promote statistical analysis and management at the top of the priorities list. Power BI gives business users across the organization an easy-to-use tool to tap into insights hidden in large amounts of data. 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. Establishing a data-driven culture is a trend that was newly introduced to the BARC BI Trend Monitor two years ago. In this case, a continuous downward trend can be observed over the last three years (similar to Mobile BI in previous years). Many businesses have turned to SaaS BI in order to gain more flexibility and access the data on the cloud, from any device. The Real Business Intelligence Trends in 2021 2020 has been a time of fundamental change in many organizations. And it’s completely free! 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… 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. Many US-based (software) companies argue that they use European servers, and there is no data transfer to the US at all. However, most trends have remained at the same level. 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. 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. High gear for data access is becoming the norm and is one of the reasons why some companies can survive, and others not. SPONSORED CONTENT. To illustrate, one AI will create a realistic image, and the other will try to determine whether the image is artificial or not. Time gain is also present in the form of AI assistants. 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. 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. Let’s see how it will be developed in the business intelligence trends topics of 2021. Fortschritte in de 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. These BI tools make sharing easier in generating automated reports that can be scheduled at specific times and to specific people. By Sandra Durcevic in Business Intelligence, Nov 24th 2020. 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. Data discovery has increased its impact in the last year. 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. 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. Neue Trends haben einen starken Einfluss auf die Art und Weise, wie Unternehmen arbeiten, kommunizieren, interagieren und sich wirtschaftlich nachhaltig aufstellen. Geworben wird damit, dass die verbes… The 4 Top Artificial Intelligence Trends For 2021. BI is quicker and progressively precise in reporting and data analysis. Neue Technologien machen BI-Lösungen immer besser. Prescriptive analytics tries to see what the effect of future decisions will be in order to adjust the decisions before they are actually made. In 2021, BI tools and strategies will become increasingly customized. 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. Many of today’s tools are siloed and independently operated by users — unconnected to a broader network. 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. Users simply select past data points, and the software automatically calculates predictions based on historical and current data, as shown in the example: Among different predictive analytics methods, two are quite popular among data scientists: artificial neural networks (ANN) and autoregressive integrated moving average (ARIMA). Data preparation by business users dropped from rank six to rank seven due to data warehouse modernization becoming more important. This report contains the results of 360Suite’s Business Intelligence (BI) Survey on the current business intelligence 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. … The Covid-19 pandemic has impacted many aspects of how we do business, but it hasn’t diminished the … 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. Business Intelligence treibt das Unternehmen und seine Fähigkeit, die digitale Wirtschaft zu nutzen, weiter an. It basically fully analyzes your dataset automatically without needing an effort on your end. 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. In essence, the data that is located in the EU needs to stay in the EU. Augmented intelligence represents a third wave of business intelligence. Spreadsheets finally took a backseat to actionable and insightful data visualizations and interactive business dashboards. 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.  Die Begriffe Business Analytics und Advanced Analytics sind Schlagworte, die für eine verbesserte oder erweiterte Geschäftsanalytik stehen sollen. One of the key business intelligence future trends many experts are predicting is a growth of the digital business intelligence world into a space where tools and platforms will become more broad-spectrum and eventually, more collaborative. Use the Power BI visualization tools to communicate social trends to colleagues. 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. It is characterized by techniques such as graph analysis, simulation, complex event processing, neural networks, recommendation engines, heuristics, and machine learning. Business Intelligence hat zum Ziel, Unternehmen effektivere strategische oder operative Entscheidungen zu ermöglichen. “The high demand for data discovery tools reflects a huge shift in the BI world towards increased data usage and the extraction of insights,” the Research Center emphasizes. That way, any unexpected event will be immediately registered and the system will notify the user. This single process becomes a mathematical formula that is repeated multiple times. However, most trends have remained at the same level. Another increasing factor in the future of business intelligence is testing AI in a duel. This is also supported by data warehouse modernization, which moved up one place to sixth position this year. 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. Data and information security have been on everyone’s lips in 2020, and it will continue to buzz the world in 2021. All these possibilities are accessible on all devices which enhances the decision-making and problem-solving processes, critical for today's ever-changing environment. We can check if these values are normal, random, and stationary – with constant variation. 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. 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. Rapid changes in artificial intelligence (AI), machine learning, and automation are shaking up how businesses use data. 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. In 2019, Gartner estimated that the augmented analytics would reach $13 billion by 2023. The fact is that it is and will affect our lives, whether we like it or not. The second wave, self-service analytics, was still considered novel until recently. Business Intelligence (BI) – Trends und Lösungen. 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. We will certainly keep an eye on it since the shift from traditional settings to remote business opportunities enable people to access their analytics with the help of SaaS, and pushed the market, again, in the center stage of business management and development. We all gained access to the cloud. A BARC survey reveals that 36 percent of respondents say they currently use data as a revenue generator to increase the company’s turnover. 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. Businesses are increasingly relying on collaborative BI to understand and interpret data. 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. Dies sind nur einige Trends, die die Business Intelligence Welt im Jahr 2018 bewegen werden. Another feature that AI has on offer in BI solutions is the upscaled insights capability. 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. We will start our analysis of what is new in business intelligence with AI. Sign up for our newsletter below and we’ll keep you informed about the latest articles. Many companies see these two trends as important and their significance transcends individual regions and industry sectors. However, as data continues to grow and technologies evolve, it’s important to keep up on the emerging trends and changes in business intelligence. 2019 Business- Intelligence-Trends PDF herunterladen. The only exception is cloud BI for data & analytics which was in 18th spot for two years before moving up to 14th this year. Unser Statement of Direction lesen SAPPHIRE NOW Reimagined. von Jürgen Mauerer - 18.10.2018 Foto: a-image / shutterstock.com. 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. *Source: Business Application Research Center*. 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. In artificial neural networks, data is being processed in a similar way as in biological neurons. 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. Mit geeigneten Werkzeugen und Lösungen können diese Daten gespeichert, verwalte… Jetzt lesen » Stimmen Sie ab zum 11-ten Trend. These trends will continue growing well into 2020 and beyond. Business Intelligence (BI) bezeichnet Prozesse und Verfahren, die zur systematischen Datenanalyse in elektronischer Form eingesetzt werden. One of the business intelligence technologies that has seen a great shift in the last year, and will continue to shape how we perform business tasks is, of course, SaaS. 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. Dozens of tools and disparate sources are still part of the bottleneck that businesses are facing today. In 2020, BI tools and strategies will become increasingly customized. The market penetration is still growing, although slowly, but next year we will see even more vendors and BI solutions that will have this option within their software such as modern mobile dashboards.