5 min čtení
June 29, 2026
Top 9 Data Warehousing Trends to Watch This Year
Data warehousing continues to advance. The way that agencies use their data is evolving as a result of new technologies like virtual data warehousing and AI-powered data analysis tools. You must closely monitor the most recent developments in data warehousing to outsmart your rivals. In this article, we will discuss some of the warehousing trends for 2023. Let’s go!
Data warehousing continues to advance. The way that agencies use their data is evolving as a result of new technologies like virtual data warehousing and AI-powered data analysis tools.
You must closely monitor the most recent developments in data warehousing to outsmart your rivals.
In this article, we will discuss some of the warehousing trends for 2023. Let’s go!
Data warehousing: What is it?
Consolidating all of your company’s data into a single repository is the process of data warehousing. Organizations adopting a data warehouse may organize the scattered and siloed data they utilize and establish a single source of truth for all their information.
Cross-channel reporting is made simpler and faster by a data warehouse. Using a data warehouse can allow you to produce reports with only a few clicks rather than spending hours comparing data from numerous sources.
Additionally, having a data warehouse allows you to query all your organization’s data in a matter of seconds and display it organized in a visual dashboard utilizing graphs, charts, and tables.
Business intelligence relies on a data warehouse, which enables marketers to analyze their data warehouse and create data-driven campaigns.
Every significant organization will require a data warehouse in 2022 to effectively handle its data. Let\’s examine the specific factors that this year rendered data warehousing essential for agencies.
2023\’s Top 11 Data Warehousing Trends
Green Data Warehousing
Business energy-saving efforts increasingly include cloud data warehousing. It\’s wonderful to see a green data warehousing trend emerging as we work to combat climate change.
Energy usage in cloud data centers is significantly higher than the industry standard. Companies in the EU estimated an 80% decrease in energy use in 2021 as a result of moving their company data to SaaS storage providers.
Single Data Warehouse
The trend of businesses employing a large number of SaaS apps—110 on average for enterprises—over the past ten years has resulted in data being dispersed across several platforms. This approach can raise the requirement for data professionals in IT employment and can compound expenses in maintenance and subscription fees.
Data Warehousing AI Solutions
Businesses will need to shift data operations to quicker machine learning-enabled AI systems as the amount of processed data is expected to expand rapidly.
Businesses that include AI in their data warehousing systems can lower their operating expenses and carry out data operations more effectively as trend and pattern analysis capabilities continue to advance rapidly.
In-Memory Computing
Clusters of servers are used in in-memory computing to pool all RAM and CPU resources. This approach spreads data handling and processing duties throughout the cluster for dramatically improved performance and scalability.
In-memory computing, which was initially made popular by the financial services sector, grew quickly during the recent move to remote work and is currently popular in data warehousing.
Virtual Data Warehousing
Through the use of middleware, virtual data warehouses are collections of several databases that may be searched concurrently. Virtual data warehousing is popular because it is less expensive and more quickly implemented than physical alternatives.
Virtualization may increase running speeds and save operating expenses by up to four times by doing away with physical data replication.
In-Database Analytics
An analytical technique known as \”in-database analytics\” analyzes data while it is still being stored there, in a database or data warehouse. The storage design includes in-database analytics, which eliminates the need for additional applications following transfers.
Analytical operations carried out inside minimize data transit, lower bandwidth overhead needs, and decrease security concerns associated with dispersing sensitive data over several sites and devices.
Analytics on Demand
Users may be pulling data from warehouses through dozens of different apps in a work environment that heavily relies on SaaS. Thus, analytics on demand has emerged as a popular practice in most companies.
With on-demand analytics, customers may access data in sandboxes—a virtual machine host—using several software platforms. Many businesses are using this strategy to fulfill the rising need for better and more rapid analytics operations.
Data Compression
By using data compression, fewer bits (binary digits) are required to hold the same amount of data. It functions by building reference libraries for the binary data\’s 1s and 0s and then substituting shorter reference tags for larger strings.
Your data may be compressed to save space on your hard drive, speed up data transfers, and lower your total storage expenses. Because of this, it has long been among the most well-liked data warehousing innovations and is probably here to stay.
Hadoop Integration
Large data volumes are processed quickly by the open-source program Hadoop using a distributed file system and a parallel processing technique called MapReduce.
Over the past ten years, usage of the program has waxed and waned, but in current data warehousing trends, it has had a resurgence.
Applications for data warehousing often target developers. However, to maximize the value of their data, marketing and sales personnel increasingly require access to the same data management systems.
No-code data warehousing solutions created with a user-friendly interface offer up this potent technology for broader use for persons with a non-technical background who may be inexperienced with programming and composing queries.
The top 9 most recent data warehousing trends for 2023 are now complete. Following these data warehousing trends will put you in a position to succeed if you want to gain more value out of your data.
You\’ll need to create your data warehouse to begin going, and you\’ll start reaping its rewards right away.
Several resources on SnapStack’s team who are Data Warehouse Specialists are eager to give the best solutions. If you require such resources, please contact us at contact@snapstack.cz or through our social media channels.
Enjoy the rest of your week.
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90% of spreadsheets contain at least one error, and if you’re in charge of financial forecasting, this one error can cost you a lot. That’s why AI in financial forecasting is the new standard for CFOs and financial institutions in general, as it eliminates the risk of human error.
How AI Is Redefining Recruiting Excellence: Insights from LinkedIn’s 2025 Report
Recruiters using AI save ~20% of their week. How AI is reshaping talent acquisition into a strategic, skills-based function — per LinkedIn 2025.
Greenfield vs. Brownfield Software Development & Which One to Choose
Developers must use suitable software development techniques and methodologies to develop goods that satisfy the rising demands of modern enterprises, as software has become one of the quickest and most competitive industries. Two approaches to designing cutting-edge technologies are greenfield and brownfield software development.
Gen AI Integration: A Detailed Guide for CIOs and Business Leaders
Integrating generative AI (Gen AI) into your business model is more than just adopting a new technology – it’s about reshaping your business to make the most of the incredible power of AI for innovation and efficiency. Generative AI offers new possibilities for problem-solving, creativity, and automation. However, the challenge for CIOs and other leaders is not simply understanding what Gen AI is but knowing how to effectively approach Gen AI integration so it fits right into their existing business frameworks.
Future Unlocked-The Role of Human Augmentation in our Lives
Hello world, this is Jordan from SnapStack Solutions. 😊 This is me trying to impress you that I know a single HTML tag and I am a tech-savvy person, haha.
Flutter in 2022 - Pros and Cons
Flutter has been available for about four years, and we routinely recommend it to clients of SnapStack Solutions. This is due to several advantages, including quick app creation and simultaneous iOS and Android app upgrades. Flutter has seen various updates over the years, and we thought now was a good moment to see if it\’s still a viable programming language for mobile app development in 2022.
Five Applications of IoT That Will Convince You Of Its Potential to Change the Way Business Is Done
Envision a world where devices around you interact with each other, exchange data, learn from patterns, and make smart decisions autonomously. You might think this scene belongs to a futuristic sci-fi movie, yet, what you're imagining is today's reality. we live in the Internet of Things (IoT) era, and the applications of IoT are far-reaching. This new technology has a transformative impact across industries adding value to businesses and lives
Finding the Right Resourcing Model for Your Business
Finding the right talent has never been more challenging. Whether you're struggling to find the right permanent employees, considering contractor options, or evaluating the costs of traditional recruitment fees, choosing the right hiring model can make all the difference. In this article, we explore three recruitment models to help businesses navigate their hiring challenges effectively.
Examples of Digital Transformation That Will Nudge You to Start Transforming Your Business
From e-commerce giants like Amazon and Alibaba to disruptors like Uber and Airbnb, companies across sectors have embraced digital innovation to transform their operations, improve customer experiences, and gain a competitive edge. Let’s take a look at some examples of digital transformation that will make you wonder why you didn’t start with it yet.
Everything You Need to Know About Embedded Solutions
I was eager to write another article because it had been a long time since we had seen each other (or e-met). SnapStack Solutions\’ Jordan has arrived. Embedded systems are more common than we think, but what are they and how do we utilize them? An embedded system, unlike a laptop, is intended for and devoted to one single item or equipment, and is used to govern its functioning. The ‘device or machine\’ might be anything from a wristwatch to a major medical imaging system or robot, and the embedded system is usually housed within it, as the name indicates.
Ethical Hacking & Penetration Testing - Everything You Need To Know
The culture of hackers started in the 1960s and 1970s as an intellectual movement: “exploring the unknown, documenting the arcane, and doing what others cannot.”
Emerging Technologies to Watch in 2023
Changes in technology are still causing havoc in the planet. Expect to see further strategic and revolutionary advances in 2023 if these more recent moves pick up steam and become more intense. You may use emergent technologies to your benefit in the early stages and get a competitive edge by riding them sooner. Though it\’s still difficult to predict how trends will develop, several dawn technologies appear to be on the right road. These are gaining momentum, displaying early promise, and maybe assisting businesses in starting their road toward innovation and expansion. Here are our selections for the hottest new technologies for 2023, along with a succinct summary of their potential. Let\’s start dissecting them.
Emerging IoT Trends in 2023
A cutting-edge technology called the Internet of Things (IoT) enables individuals to exchange information and interact using data. It has just risen to the top of the global technology rankings. IoT has given rise to several wireless connection and smart tech devices, transforming numerous industries throughout the globe. Cloud and large data analysis may be completed quickly with the aid of IoT smart computing.
Digital Transformation in Healthcare: Why You Should Get On Board
The integration of technology in healthcare creates a more efficient, accessible, and patient-focused system. In this era of rapid digitalization, understanding and adopting digital transformation can set healthcare organizations apart. But what exactly is digital transformation in healthcare, and why is it so crucial? This article will look into these questions, exploring the importance and benefits of digital transformation. We will shed some light on the process of implementing these changes effectively as well.
Digital Transformation Trends in Retail That Are Upping the Game
Retail is in the midst of a technological revolution. Consumers, armed with smartphones and endless online options, demand seamless experiences that blur the lines between physical and digital worlds. These new expectations demand for innovation which resulted in digital transformation trends in retail that weren’t a thing just a decade ago.
Digital Transformation KPIs & How To Pick The Right Ones for Your Initiatives
As digital transformation continues to make waves across industries , it’s clear why 91% of businesses are engaged in some form of digital initiative. In a nutshell, digital transformation is about using technology to forge new business models, optimize operational processes, and improve customer experiences. Digital transformation KPIs (Key Performance Indicators) play a crucial role in measuring the progress and success of these initiatives.
Digital Transformation Challenges: A Guide to Overcoming People, Technology & Leadership Hurdles
Technology evolves at breakneck speed and staying ahead today isn’t just about having the latest gadgets or software—it’s about transforming the very fabric of your business.
CNIL Recommendations for GDPR-Compliant AI Development
Responsible AI and ethical hiring go hand in hand. CNIL's GDPR guidance for AI development, applied to how recruitment agencies handle candidate data.
Body Leasing VS. Hiring Internally
This is again Jordan from SnapStack Solutions, and this week we will try to cover more on what are the benefits of body leasing and why your company might consider it. The continuously growing demand for ‘IT people’ around the globe proportionally widens the range of difficulties met when hiring the experienced specialists, fit for the companies requirements.
Blockchain in Finance: How Blockchain is Disrupting the Financial Status Quo
The world of finance, for ages, has been a centralized system where control and authority remain within a specific body or organization. Fraud, misappropriation of assets, and manipulation are threats that loom large over such a system. A solution to this has been found, as ever, nestled in the arms of technology – blockchain.
Benefits of QA Testing: Why Is QA Testing Crucial for Modern Businesses
You can go as far as saying that your product is only as good as your quality assurance (QA) testing. While it means investing time and resources upfront, the long-term benefits of QA testing are immense and worth every penny!
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