{"id":38059,"date":"2025-05-26T16:06:22","date_gmt":"2025-05-26T16:06:22","guid":{"rendered":"https:\/\/ramsdata.com.pl\/?page_id=38059"},"modified":"2025-05-26T16:49:57","modified_gmt":"2025-05-26T16:49:57","slug":"skyvia","status":"publish","type":"page","link":"https:\/\/ramsdata.com.pl\/en\/skyvia\/","title":{"rendered":"SKYVIA"},"content":{"rendered":"\t\t
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Guide to Evaluate \u2028\nETL Solutions<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tHow to choose the right tool to get fresh, actionable data every day\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Executive summary\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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\n\t\t\t\t\t\t\t\t\tBased on , the\nmajority of organizations (84%) have either already\ndeployed or have data-driven projects on their\nroadmaps. Fortunately, with the advent of newer\ncloud services, practically any business can store and\nanalyze data to get well-tuned analytics. However, it\u2019s\nstill a very challenging task to choose, integrate, and\nmanage the data stack\nFoundry’s 2022 Data & Analytics study\nIn this study from Skyvia, our team provides insights\ninto how to make a strong and capable choice for\nbusinesses of any size to ensure you deliver value and\nmaintain a competitive advantage.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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88%<\/h3> of IT decision-makers agree that the collection and analysis of data have the potential to fundamentally change the way their company does business over the next 1-3 years\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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What is ETL?\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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EXTRACT<\/h2> <\/div>\n

data from various sources (cloud apps, databases, flat files, etc.<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Transform<\/h2> <\/div>\n

data into a consistent format (by applying aggregation, cleaning, deduplication, etc.<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Load<\/h2> <\/div>\n

data into a target place (data warehouse, mart, lake, repository, etc.)<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Benefits<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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360-degree holistic view<\/h2> <\/div>\n

Get a single source of truth for all company data<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Improved decision-making<\/h2> <\/div>\n

Build visual dashboards and advanced reporting<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Reverse ETL capabilities<\/h2> <\/div>\n

Supply business teams with actual operational data<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Checklist before trying\nout ETL solutions<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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01<\/h2> <\/div>\n

Define<\/strong> what business use cases you need an ETL tool
for (data analytics, reporting, machine learning, etc.) and whether you re also in need of Reverse ETL (when after transformation, the data gets back from the target to the source and enriches it).<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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02<\/h2> <\/div>\n

Discuss<\/strong> the requirements within a company and map out all the data sources that will be used throughout the ETL process.<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Estimate<\/strong> what data volumes are needed and where data should be stored: in the cloud or locally on
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04<\/h2> <\/div>\n
Determine who will use the chosen solution (data engineers, marketing, sales teams, C level users, etc.), as it defines the level of technical knowledge required for applying the ETL tool.<\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Explore Skyvia\u2028 features now<\/h2> <\/div>\n
\n \n Get started for free<\/span>\n <\/a>\n <\/div>\n <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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63%<\/h3>\nof organizations say they\nhave introduced new revenue\nopportunities and\/or lines of\nbusiness over the last three years due to data and analytics\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Here\u2019s a snapshot \u2028\nof Skyvia\u2019s scenarios<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Data integration<\/h2> <\/div>\n

ETL or Reverse ETL. Solve simple integration scenarios with the Data Import feature, whereas for more complex data pipelines and their orchestration, there are Data Flow and Control Flow tools.<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Data warehousing<\/h2> <\/div>\n

ELT, business data replication from disparate data sources to a database or data warehouse.<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Data migration<\/h2> <\/div>\n

Transfer your data from similar systems, as well as move legacy data to CRM systems (by using CSV or migrating from databases).<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Data loading<\/h2> <\/div>\n

Automate CSV data loading to\/from cloud apps and databases with support for FTP\/SFTP and file storages.<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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ETL tools\nevaluation criteria<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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01<\/h2> <\/div>\n

Integrations<\/strong>

ETL tool should be flexible to read and write data regardless of where the data is located, whether onpremises or in the cloud. Although most vendors focus on adding pre-built integrations, different vendors focus on different sizes\/types of businesses and support different connectors. So it’s a good idea to to find out whether they support the needed data sources and discuss their integration strategy. Moreover, some vendors allow users to create new connectors using REST API SDK or can build one on demand.<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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02<\/h2> <\/div>\n

Ease of use<\/strong><\/p>

IT professionals and business users need access to a data integration solution they could work with. That\u2019s why the service of choice should be user-friendly, \u0441ode-free, and allow you to get data in a matter \u2028 of minutes.<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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03<\/h2> <\/div>\n

Scalability<\/strong>

Great ETL tools can accommodate business needs through the ability to scale up and down within any data volume and offer a flexible pricing structure. Shortly put, there are different integration scenarios, and the service should be able to support any<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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04<\/h2> <\/div>\n

Functionality<\/strong>

Ensure that the chosen ETL tool contains features your business requires, either basic or advanced. These data-related processes include mapping, transformations, data management, role-based access, and features, notification system, custom integration logic, etc.<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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When IT decision-makers\nevaluate features in data and\nanalytics tools, they\u2019re most\noften looking for data\nreporting capabilities (36%),\nsecurity and governance\ncapabilities (31%), and\nintegration into their existing\ninfrastructure (31%).<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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31%<\/h2> <\/div>\n

Integration into their existing infrastructure<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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31%<\/h2> <\/div>\n

security and governance capabilities<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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36%<\/h2> <\/div>\n

data reporting capabilities<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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05<\/h2> <\/div>\n

Support<\/strong><\/p>

Sometimes integration issues occur, meaning it’s vital to have reliable and responsive support: comprehensive documentation, tutorials, and various support channels. However, while some services are very responsive to their customers, others are not. As each vendor tends to have varying levels of support, you should find a vendor that will provide you with all the services you need.<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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06<\/h2> <\/div>\n

Security and Compliance
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Data is the most valuable asset of each company and should be protected on all levels. While working with sensitive data, clarify whether the vendor is ready to pass the security assessment and specify how the data is encrypted, etc. Vendor security and compliance are also essential, especially when your business needs to follow regulatory requirements and frameworks like HIPAA and GDPR. Moreover, some ETL tools also offer , which is a convenient feature.<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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07<\/h2> <\/div>\n
Pricing<\/strong>\n\nUsually, the pricing structure depends on data volume, features, number and types of connectors, support level, etc. It\u2019s important to take into account pricing commitments and hidden costs. If your business is growing, it\u2019s important to use ETL tools that allow scaling data consumption without breaking the bank.<\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Organizations are struggling with\npoor data quality (41%) and data\nsecurity and governance issues\n(38%).<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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41%<\/h2> <\/div>\n
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38%<\/h2> <\/div>\n
data security and governance issues<\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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A paradigm shift \u2028\nwith Skyvia<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Skyvia is a cloud-based platform that integrates with local and cloud-based services and applications in a fast and easy way. The service allows to build ETL, ELT, and reverse ETL data pipelines, sync data in both directions, and offers data migration services. It also provides a range of capabilities, like data management, sharing data as REST API, and cloud data backups.<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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88% <\/h2> <\/div>\n
of our customers say\nthey’ve set up their first integration\npackage within 30 minutes<\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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200+<\/h2> <\/div>\n

Partners<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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1.5k +<\/h2> <\/div>\n
Customers<\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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150+<\/h2> <\/div>\n
Enterprise<\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Easy to set up<\/h2> <\/div>\n