{"global":{"lastError":{},"locale":"en","locales":{"data":[{"id":"de","name":"Deutsch"},{"id":"en","name":"English"}],"loading":false,"error":false},"currency":{"id":49,"name":"EUR"},"currencies":{"data":[{"id":49,"name":"EUR"},{"id":124,"name":"RUB"},{"id":153,"name":"UAH"},{"id":155,"name":"USD"}],"loading":false,"error":false},"translations":{"product":{"reference-bonus":{"en":"Offer a reference bonus","ru":"Предложить бонус за референс","_type":"localeString"},"configurator":{"_type":"localeString","en":"Сonfigurator","ru":"Конфигуратор"},"i-sell-it":{"_type":"localeString","en":"I sell it","ru":"I sell it"},"i-use-it":{"ru":"I use it","_type":"localeString","en":"I use it"},"roi-calculator":{"en":"ROI-calculator","ru":"ROI-калькулятор","_type":"localeString"},"selling":{"en":"Selling","ru":"Продают","_type":"localeString"},"using":{"en":"Using","ru":"Используют","_type":"localeString"},"show-more-button":{"ru":"Показать еще","_type":"localeString","en":"Show more"},"hide-button":{"en":"Hide","ru":"Скрыть","_type":"localeString"},"supplier-popover":{"_type":"localeString","en":"supplier","ru":"поставщик"},"implementation-popover":{"ru":"внедрение","_type":"localeString","en":"deployment"},"manufacturer-popover":{"ru":"производитель","_type":"localeString","en":"manufacturer"},"short-description":{"en":"Pitch","ru":"Краткое описание","_type":"localeString"},"i-use-it-popover":{"ru":"Внесите свое внедрение и получите бонус от ROI4CIO или поставщика.","_type":"localeString","en":"Make your introduction and get a bonus from ROI4CIO or the supplier."},"details":{"en":"Details","ru":"Детальнее","_type":"localeString"},"description":{"ru":"Описание","_type":"localeString","en":"Description"},"product-features":{"_type":"localeString","en":"Product features","ru":"Особенности продукта"},"categories":{"ru":"Категории","_type":"localeString","en":"Categories"},"solutions":{"en":" Problems that solves","ru":"Проблемы которые решает","_type":"localeString"},"values":{"en":"Values","ru":"Ценности","_type":"localeString"},"сomparison-matrix":{"ru":"Матрица сравнения","_type":"localeString","en":"Comparison matrix"},"testing":{"ru":"Тестирование","_type":"localeString","en":"Testing"},"compare":{"en":"Compare with competitors","ru":"Сравнить с конкурентами","_type":"localeString"},"characteristics":{"ru":"Характеристики","_type":"localeString","en":" Characteristics"},"transaction-features":{"en":"Transaction Features","ru":"Особенности сделки","_type":"localeString"},"average-discount":{"en":"Partner average discount","ru":"Средняя скидка партнера","_type":"localeString"},"deal-protection":{"ru":"Защита сделки","_type":"localeString","en":"Deal protection"},"average-deal":{"ru":"Средний размер сделки","_type":"localeString","en":"Average deal size"},"average-time":{"_type":"localeString","en":"Average deal closing time","ru":"Средний срок закрытия сделки"},"login":{"en":"Login","ru":"Войти","_type":"localeString"},"register":{"ru":"Зарегистрироваться","_type":"localeString","en":"Register"},"to-know-more":{"en":"To know more","ru":"Чтобы узнать больше","_type":"localeString"},"scheme":{"ru":"Схема работы","_type":"localeString","en":" Scheme of work"},"competitive-products":{"ru":"Конкурентные продукты","_type":"localeString","en":" Competitive products"},"implementations-with-product":{"ru":"Внедрения с этим продуктом","_type":"localeString","en":"Deployments with this product"},"user-features":{"ru":"Особенности пользователей","_type":"localeString","en":"User features"},"job-roles":{"_type":"localeString","en":" Roles of Interested Employees","ru":"Роли заинтересованных сотрудников"},"organizational-features":{"ru":"Организационные особенности","_type":"localeString","en":"Organizational Features"},"calculate-price":{"ru":"Рассчитать цену продукта","_type":"localeString","en":" Calculate product price"},"selling-stories":{"ru":"Продающие истории","_type":"localeString","en":" Selling stories"},"materials":{"ru":"Материалы","_type":"localeString","en":"Materials"},"about-product":{"ru":"О продукте","_type":"localeString","en":"About Product"},"or":{"ru":"или","_type":"localeString","en":"or"},"program-sends-data":{"_type":"localeString","en":"Program Sends Data"},"calculate-roi":{"_type":"localeString","en":"Calculate Product ROI","ru":"Рассчитать ROI продукта"},"complementary-categories":{"ru":"Схожие категории","_type":"localeString","en":"Complementary Categories"},"program-receives-data":{"en":"Program Receives Data","_type":"localeString"},"rebate":{"_type":"localeString","en":"Bonus","ru":"Бонус"},"rebate-for-poc":{"_type":"localeString","en":"Bonus 4 POC","ru":"Бонус 4 POC"},"configurator-content":{"ru":"Рассчитайте стоимость продукта","_type":"localeString","en":"Calculate price for this product here"},"configurator-link":{"ru":"тут","_type":"localeString","en":"here"},"vendor-popover":{"en":"vendor","ru":"производитель","_type":"localeString"},"user-popover":{"ru":"пользователь","_type":"localeString","en":"user"},"select-for-presentation":{"_type":"localeString","en":"select product for presentation","ru":"выбрать продукт для презентации"},"auth-message":{"ru":"Вам нужно зарегистрироваться или войти.","_type":"localeString","en":"You have to register or login."},"add-to-comparison":{"_type":"localeString","en":"Add to comparison","ru":"Добавить в сравнение"},"added-to-comparison":{"ru":"Добавлено в сравнения","_type":"localeString","en":"Added to comparison"},"roi-calculator-content":{"ru":"Рассчитайте ROI для данного продукта","_type":"localeString","en":"Calculate ROI for this product here"},"not-yet-converted":{"ru":"Данные модерируются и вскоре будут опубликованы. Попробуйте повторить переход через некоторое время.","_type":"localeString","en":"Data is moderated and will be published soon. Please, try again later."},"videos":{"en":"Videos","ru":"Видео","_type":"localeString"},"vendor-verified":{"ru":"Подтверждено производителем","_type":"localeString","en":"Vendor verified"},"event-schedule":{"ru":"Расписание событий","_type":"localeString","en":"Events schedule"},"scheduling-tip":{"en":"Please, сhoose a convenient date and time and register for the event.","ru":"Выберите удобную дату и время и зарегистрируйтесь на ивент.","_type":"localeString"},"register-to-schedule":{"ru":"Для того чтобы зарегистрироваться на ивент пожалуйста авторизируйтесь или зарегистрируйтесь на сайт.","_type":"localeString","en":"To register for the event please log in or register on the site."},"comparison-matrix":{"_type":"localeString","en":"Comparison matrix","ru":"Матрица сравнений"},"compare-with-competitive":{"en":" Compare with competitive","ru":"Сравнить с конкурентными","_type":"localeString"},"avg-deal-closing-unit":{"ru":"месяцев","_type":"localeString","en":"months"},"under-construction":{"ru":"Данная услуга всё ещё находится в разработке.","_type":"localeString","en":"Current feature is still developing to become even more useful for you."},"product-presentation":{"ru":"Презентация продукта","_type":"localeString","en":"Product presentation"},"go-to-comparison-table":{"ru":"Перейти к таблице сравнения","_type":"localeString","en":" Go to comparison table"},"see-product-details":{"ru":"Детали","_type":"localeString","en":"See Details"}},"header":{"help":{"ru":"Помощь","_type":"localeString","en":"Help","de":"Hilfe"},"how":{"de":"Wie funktioniert es","ru":"Как это работает","_type":"localeString","en":"How does it works"},"login":{"_type":"localeString","en":"Log in","de":"Einloggen","ru":"Вход"},"logout":{"_type":"localeString","en":"Sign out","ru":"Выйти"},"faq":{"de":"FAQ","ru":"FAQ","_type":"localeString","en":"FAQ"},"references":{"de":"References","ru":"Мои запросы","_type":"localeString","en":"Requests"},"solutions":{"ru":"Возможности","_type":"localeString","en":"Solutions"},"find-it-product":{"ru":"Подбор и сравнение ИТ продукта","_type":"localeString","en":"Selection and comparison of IT product"},"autoconfigurator":{"ru":"Калькулятор цены","_type":"localeString","en":" Price calculator"},"comparison-matrix":{"ru":"Матрица сравнения","_type":"localeString","en":"Comparison Matrix"},"roi-calculators":{"ru":"ROI калькуляторы","_type":"localeString","en":"ROI calculators"},"b4r":{"en":"Bonus for reference","ru":"Бонус за референс","_type":"localeString"},"business-booster":{"en":"Business boosting","ru":"Развитие бизнеса","_type":"localeString"},"catalogs":{"ru":"Каталоги","_type":"localeString","en":"Catalogs"},"products":{"_type":"localeString","en":"Products","ru":"Продукты"},"implementations":{"_type":"localeString","en":"Deployments","ru":"Внедрения"},"companies":{"en":"Companies","ru":"Компании","_type":"localeString"},"categories":{"ru":"Категории","_type":"localeString","en":"Categories"},"for-suppliers":{"en":"For suppliers","ru":"Поставщикам","_type":"localeString"},"blog":{"_type":"localeString","en":"Blog","ru":"Блог"},"agreements":{"_type":"localeString","en":"Deals","ru":"Сделки"},"my-account":{"en":"My account","ru":"Мой кабинет","_type":"localeString"},"register":{"ru":"Зарегистрироваться","_type":"localeString","en":"Register"},"comparison-deletion":{"ru":"Удаление","_type":"localeString","en":"Deletion"},"comparison-confirm":{"ru":"Подтвердите удаление","_type":"localeString","en":"Are you sure you want to delete"},"search-placeholder":{"ru":"Введите поисковый запрос","_type":"localeString","en":"Enter your search term"},"my-profile":{"ru":"Мои данные","_type":"localeString","en":"My profile"},"about":{"en":"About Us","_type":"localeString"},"it_catalogs":{"en":"IT catalogs","_type":"localeString"},"roi4presenter":{"_type":"localeString","en":"Roi4Presenter"},"roi4webinar":{"en":"Pitch Avatar","_type":"localeString"},"sub_it_catalogs":{"en":"Find IT product","_type":"localeString"},"sub_b4reference":{"_type":"localeString","en":"Get reference from user"},"sub_roi4presenter":{"_type":"localeString","en":"Make online presentations"},"sub_roi4webinar":{"_type":"localeString","en":"Create an avatar for the event"},"catalogs_new":{"en":"Products","_type":"localeString"},"b4reference":{"_type":"localeString","en":"Bonus4Reference"},"it_our_it_catalogs":{"en":"Our IT Catalogs","_type":"localeString"},"it_products":{"_type":"localeString","en":"Find and compare IT products"},"it_implementations":{"en":"Learn implementation reviews","_type":"localeString"},"it_companies":{"en":"Find vendor and company-supplier","_type":"localeString"},"it_categories":{"_type":"localeString","en":"Explore IT products by category"},"it_our_products":{"_type":"localeString","en":"Our Products"},"it_it_catalogs":{"_type":"localeString","en":"IT catalogs"}},"footer":{"copyright":{"ru":"Все права защищены","_type":"localeString","en":"All rights reserved","de":"Alle rechte vorbehalten"},"company":{"de":"Über die Firma","ru":"О компании","_type":"localeString","en":"My Company"},"about":{"en":"About us","de":"Über uns","ru":"О нас","_type":"localeString"},"infocenter":{"_type":"localeString","en":"Infocenter","de":"Infocenter","ru":"Инфоцентр"},"tariffs":{"de":"Tarife","ru":"Тарифы","_type":"localeString","en":"Subscriptions"},"contact":{"ru":"Связаться с нами","_type":"localeString","en":"Contact us","de":"Kontaktiere uns"},"marketplace":{"en":"Marketplace","de":"Marketplace","ru":"Marketplace","_type":"localeString"},"products":{"de":"Produkte","ru":"Продукты","_type":"localeString","en":"Products"},"compare":{"de":"Wähle und vergleiche","ru":"Подобрать и сравнить","_type":"localeString","en":"Pick and compare"},"calculate":{"en":"Calculate the cost","de":"Kosten berechnen","ru":"Расчитать стоимость","_type":"localeString"},"get_bonus":{"en":"Bonus for reference","de":"Holen Sie sich einen Rabatt","ru":"Бонус за референс","_type":"localeString"},"salestools":{"de":"Salestools","ru":"Salestools","_type":"localeString","en":"Salestools"},"automatization":{"ru":"Автоматизация расчетов","_type":"localeString","en":"Settlement Automation","de":"Abwicklungsautomatisierung"},"roi_calcs":{"_type":"localeString","en":"ROI calculators","de":"ROI-Rechner","ru":"ROI калькуляторы"},"matrix":{"de":"Vergleichsmatrix","ru":"Матрица сравнения","_type":"localeString","en":"Comparison matrix"},"b4r":{"en":"Rebate 4 Reference","de":"Rebate 4 Reference","ru":"Rebate 4 Reference","_type":"localeString"},"our_social":{"_type":"localeString","en":"Our social networks","de":"Unsere sozialen Netzwerke","ru":"Наши социальные сети"},"subscribe":{"ru":"Подпишитесь на рассылку","_type":"localeString","en":"Subscribe to newsletter","de":"Melden Sie sich für den Newsletter an"},"subscribe_info":{"en":"and be the first to know about promotions, new features and recent software reviews","ru":"и узнавайте первыми об акциях, новых возможностях и свежих обзорах софта","_type":"localeString"},"policy":{"ru":"Политика конфиденциальности","_type":"localeString","en":"Privacy Policy"},"user_agreement":{"_type":"localeString","en":"Agreement","ru":"Пользовательское соглашение "},"solutions":{"en":"Solutions","ru":"Возможности","_type":"localeString"},"find":{"ru":"Подбор и сравнение ИТ продукта","_type":"localeString","en":"Selection and comparison of IT product"},"quote":{"ru":"Калькулятор цены","_type":"localeString","en":"Price calculator"},"boosting":{"ru":"Развитие бизнеса","_type":"localeString","en":"Business boosting"},"4vendors":{"ru":"поставщикам","_type":"localeString","en":"4 vendors"},"blog":{"ru":"блог","_type":"localeString","en":"blog"},"pay4content":{"en":"we pay for content","ru":"платим за контент","_type":"localeString"},"categories":{"en":"categories","ru":"категории","_type":"localeString"},"showForm":{"en":"Show form","ru":"Показать форму","_type":"localeString"},"subscribe__title":{"ru":"Раз в месяц мы отправляем дайджест актуальных новостей ИТ мира!","_type":"localeString","en":"We send a digest of actual news from the IT world once in a month!"},"subscribe__email-label":{"_type":"localeString","en":"Email","ru":"Email"},"subscribe__name-label":{"ru":"Имя","_type":"localeString","en":"Name"},"subscribe__required-message":{"ru":"Это поле обязательное","_type":"localeString","en":"This field is required"},"subscribe__notify-label":{"_type":"localeString","en":"Yes, please, notify me about news, events and propositions","ru":"Да, пожалуйста уведомляйте меня о новостях, событиях и предложениях"},"subscribe__agree-label":{"en":"By subscribing to the newsletter, you agree to the %TERMS% and %POLICY% and agree to the use of cookies and the transfer of your personal data","ru":"Подписываясь на рассылку, вы соглашаетесь с %TERMS% и %POLICY% и даете согласие на использование файлов cookie и передачу своих персональных данных*","_type":"localeString"},"subscribe__submit-label":{"en":"Subscribe","ru":"Подписаться","_type":"localeString"},"subscribe__email-message":{"en":"Please, enter the valid email","ru":"Пожалуйста, введите корректный адрес электронной почты","_type":"localeString"},"subscribe__email-placeholder":{"ru":"username@gmail.com","_type":"localeString","en":"username@gmail.com"},"subscribe__name-placeholder":{"ru":"Имя Фамилия","_type":"localeString","en":"Last, first name"},"subscribe__success":{"ru":"Вы успешно подписаны на рассылку. Проверьте свой почтовый ящик.","_type":"localeString","en":"You are successfully subscribed! Check you mailbox."},"subscribe__error":{"en":"Subscription is unsuccessful. Please, try again later.","ru":"Не удалось оформить подписку. Пожалуйста, попробуйте позднее.","_type":"localeString"},"roi4presenter":{"en":"Roi4Presenter","de":"roi4presenter","ru":"roi4presenter","_type":"localeString"},"it_catalogs":{"en":"IT catalogs","_type":"localeString"},"roi4webinar":{"_type":"localeString","en":"Pitch Avatar"},"b4reference":{"_type":"localeString","en":"Bonus4Reference"}},"breadcrumbs":{"home":{"en":"Home","ru":"Главная","_type":"localeString"},"companies":{"en":"Companies","ru":"Компании","_type":"localeString"},"products":{"ru":"Продукты","_type":"localeString","en":"Products"},"implementations":{"en":"Deployments","ru":"Внедрения","_type":"localeString"},"login":{"ru":"Вход","_type":"localeString","en":"Login"},"registration":{"ru":"Регистрация","_type":"localeString","en":"Registration"},"b2b-platform":{"en":"B2B platform for IT buyers, vendors and suppliers","ru":"Портал для покупателей, поставщиков и производителей ИТ","_type":"localeString"}},"comment-form":{"title":{"en":"Leave comment","ru":"Оставить комментарий","_type":"localeString"},"firstname":{"ru":"Имя","_type":"localeString","en":"First name"},"lastname":{"en":"Last name","ru":"Фамилия","_type":"localeString"},"company":{"ru":"Компания","_type":"localeString","en":"Company name"},"position":{"en":"Position","ru":"Должность","_type":"localeString"},"actual-cost":{"_type":"localeString","en":"Actual cost","ru":"Фактическая стоимость"},"received-roi":{"en":"Received ROI","ru":"Полученный ROI","_type":"localeString"},"saving-type":{"ru":"Тип экономии","_type":"localeString","en":"Saving type"},"comment":{"en":"Comment","ru":"Комментарий","_type":"localeString"},"your-rate":{"ru":"Ваша оценка","_type":"localeString","en":"Your rate"},"i-agree":{"ru":"Я согласен","_type":"localeString","en":"I agree"},"terms-of-use":{"en":"With user agreement and privacy policy","ru":"С пользовательским соглашением и политикой конфиденциальности","_type":"localeString"},"send":{"ru":"Отправить","_type":"localeString","en":"Send"},"required-message":{"ru":"{NAME} - это обязательное поле","_type":"localeString","en":"{NAME} is required filed"}},"maintenance":{"title":{"en":"Site under maintenance","ru":"На сайте проводятся технические работы","_type":"localeString"},"message":{"_type":"localeString","en":"Thank you for your understanding","ru":"Спасибо за ваше понимание"}}},"translationsStatus":{"product":"success"},"sections":{},"sectionsStatus":{},"pageMetaData":{"product":{"title":{"en":"ROI4CIO: Product","ru":"ROI4CIO: Продукт","_type":"localeString"},"meta":[{"name":"og:type","content":"website"},{"name":"og:image","content":"https://roi4cio.com/fileadmin/templates/roi4cio/image/roi4cio-logobig.jpg"}],"translatable_meta":[{"name":"og:title","translations":{"en":"Example product","ru":"Конкретный продукт","_type":"localeString"}},{"name":"og:description","translations":{"en":"Description for one product","ru":"Описание для конкретного продукта","_type":"localeString"}},{"name":"title","translations":{"_type":"localeString","en":"Product","ru":"Продукт"}},{"name":"description","translations":{"ru":"Описание продукта","_type":"localeString","en":"Product description"}},{"name":"keywords","translations":{"en":"Product keywords","ru":"Ключевые слова продукта","_type":"localeString"}}]}},"pageMetaDataStatus":{"product":"success"},"subscribeInProgress":false,"subscribeError":false},"auth":{"inProgress":false,"error":false,"checked":true,"initialized":false,"user":{},"role":null,"expires":null},"products":{"productsByAlias":{"pentaho-data-integration":{"id":437,"logoURL":"https://old.roi4cio.com/fileadmin/user_upload/Pentaho_Data_Integration.png","logo":true,"scheme":false,"title":"Pentaho Data Integration","vendorVerified":0,"rating":"1.00","implementationsCount":1,"suppliersCount":0,"supplierPartnersCount":0,"alias":"pentaho-data-integration","companyTitle":"Pentaho","companyTypes":["vendor"],"companyId":2901,"companyAlias":"pentaho","description":"EASE OF USE WITH THE POWER TO INTEGRATE ALL DATA\r\nIntuitive drag-and-drop data integration coupled with data agnostic connectivity spanning from flat files and RDBMS to Hadoop and beyond.\r\nGraphical extract-transform-load (ETL) designer to simplify the creation of data pipelines\r\nRich library of pre-built components to access, prepare, and blend data from relational sources, big data stores, enterprise applications, and more\r\nPowerful orchestration capabilities to coordinate and combine transformations, including notifications and alerts\r\nAgile views for modeling and visualizing data on the fly during the data preparation process\r\nIntegrated enterprise scheduler for coordinating workflows and debugger for testing and tuning job execution\r\n\r\nBIG DATA INTEGRATION WITH ZERO CODING REQUIRED\r\nPentaho's intuitive toolset accelerates the design and deployment of big data analytics by up to 15 times compared to hand-coding techniques.&nbsp;\r\nComplete visual big data integration tools eliminate manual programming and scripting from the process\r\nDeep integration and the Adaptive Big Data Layer accelerate access to the latest versions and capabilities of popular big data stores\r\nRobust support for Hadoop distributions, Spark, NoSQL data stores and analytic databases\r\nEmpowers users to architect big data blends at the source, and stream them directly for more complete and accurate analytics\r\nIntegrate advanced analytic models from R, Python, and Weka to operationalize predictive models, while reducing data prep time\r\n\r\nBRINGING ANALYTICS INTO DATA PREP\r\nPentaho is the only vendor on the market to deliver a visual data experience from anywhere in the data pipeline, with a single platform.\r\nAccess any analytics, including charts, visualizations, and reporting, from any step in data prep– shortening the cycle from data to analytics\r\nETL developers and data prep staff can easily spot check analytics in-flight\r\nDirectly publish data sources for the business user, creating a more collaborative process between business and IT\r\nData services to virtualize transformations without staging, making data sets immediately available to reports and applications\r\nSet up a self-service data prep environment with governed, on-demand data sets.\r\n","shortDescription":"Pentaho Data Integration prepares and blends data to create a complete picture of your business that drives actionable insights. The platform delivers accurate, analytics-ready data to end users from any source. With visual tools to eliminate coding and complexity, Pentaho puts big data and all data sources at the fingertips of business and IT users.","type":"Software","isRoiCalculatorAvaliable":false,"isConfiguratorAvaliable":false,"bonus":100,"usingCount":3,"sellingCount":20,"discontinued":0,"rebateForPoc":0,"rebate":0,"seo":{"title":"Pentaho Data Integration","keywords":"data, from, analytics, Data, with, more, Pentaho, prep","description":"EASE OF USE WITH THE POWER TO INTEGRATE ALL DATA\r\nIntuitive drag-and-drop data integration coupled with data agnostic connectivity spanning from flat files and RDBMS to Hadoop and beyond.\r\nGraphical extract-transform-load (ETL) designer to simplify the creatio","og:title":"Pentaho Data Integration","og:description":"EASE OF USE WITH THE POWER TO INTEGRATE ALL DATA\r\nIntuitive drag-and-drop data integration coupled with data agnostic connectivity spanning from flat files and RDBMS to Hadoop and beyond.\r\nGraphical extract-transform-load (ETL) designer to simplify the creatio","og:image":"https://old.roi4cio.com/fileadmin/user_upload/Pentaho_Data_Integration.png"},"eventUrl":"","translationId":438,"dealDetails":null,"roi":null,"price":null,"bonusForReference":null,"templateData":[],"testingArea":"","categories":[{"id":245,"title":"Data Integration and Access Software","alias":"data-integration-and-access-software","description":" Data integration involves combining data residing in different sources and providing users with a unified view of them. This process becomes significant in a variety of situations, which include both commercial (such as when two similar companies need to merge their databases) and scientific (combining research results from different bioinformatics repositories, for example) domains. Data integration appears with increasing frequency as the volume (that is, big data) and the need to share existing data explodes. It has become the focus of extensive theoretical work, and numerous open problems remain unsolved. Data integration encourages collaboration between internal as well as external users.\r\nData integration is the process of combining data from different sources into a single, unified view. Integration begins with the ingestion process, and includes steps such as cleansing, ETL mapping, and transformation. Data integration ultimately enables analytics tools to produce effective, actionable business intelligence.\r\nThere is no universal approach to data integration. However, data integration solutions typically involve a few common elements, including a network of data sources, a master server, and clients accessing data from the master server.\r\nIn a typical data integration process, the client sends a request to the master server for data. The master server then intakes the needed data from internal and external sources. The data is extracted from the sources, then consolidated into a single, cohesive data set. This is served back to the client for use.","materialsDescription":" <span style=\"font-weight: bold;\">Integration helps businesses succeed</span>\r\nEven if a company is receiving all the data it needs, that data often resides in a number of separate data sources. For example, for a typical customer 360 view use case, the data that must be combined may include data from their CRM systems, web traffic, marketing operations software, customer — facing applications, sales and customer success systems, and even partner data, just to name a few. Information from all of those different sources often needs to be pulled together for analytical needs or operational actions, and that can be no small task for data engineers or developers to bring them all together.\r\nLet’s take a look at a typical analytical use case. Without unified data, a single report typically involves logging into multiple accounts, on multiple sites, accessing data within native apps, copying over the data, reformatting, and cleansing, all before analysis can happen.\r\nConducting all these operations as efficiently as possible highlights the importance of data integration. It also showcases the major benefits of a well thought-out approach to data integration:\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Improves collaboration and unification of systems</span></span>\r\nEmployees in every department — and sometimes in disparate physical locations — increasingly need access to the company's data for shared and individual projects. IT needs a secure solution for delivering data via self-service access across all lines of business.\r\nAdditionally, employees in almost every department are generating and improving data that the rest of the business needs. Data integration needs to be collaborative and unified in order to improve collaboration and unification across the organization.\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Saves time and boosts efficiency</span></span>\r\nWhen a company takes measures to integrate its data properly, it cuts down significantly on the time it takes to prepare and analyze that data. The automation of unified views cuts out the need for manually gathering data, and employees no longer need to build connections from scratch whenever they need to run a report or build an application.\r\nAdditionally, using the right tools, rather than hand-coding the integration, returns even more time (and resources overall) to the dev team.\r\nAll the time saved on these tasks can be put to other, better uses, with more hours earmarked for analysis and execution to make an organization more productive and competitive.\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Reduces errors (and rework)</span></span>\r\nThere’s a lot to keep up with when it comes to a company’s data resources. To manually gather data, employees must know every location and account that they might need to explore — and have all necessary software installed before they begin — to ensure their data sets will be complete and accurate. If a data repository is added, and that employee is unaware, they will have an incomplete data set.\r\nAdditionally, without a data integration solution that synchronizes data, reporting must be periodically redone to account for any changes. With automated updates, however, reports can be run easily in real time, whenever they’re needed.\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Delivers more valuable data</span></span>\r\nData integration efforts actually improve the value of a business’ data over time. As data is integrated into a centralized system, quality issues are identified and necessary improvements are implemented, which ultimately results in more accurate data — the foundation for quality analysis.","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/Data_Integration_and_Access_Software.png"}],"characteristics":[],"concurentProducts":[{"id":397,"logoURL":"https://old.roi4cio.com/fileadmin/user_upload/Delphix.png","logo":true,"scheme":false,"title":"Delphix Data Virtualization","vendorVerified":0,"rating":"1.80","implementationsCount":1,"suppliersCount":0,"supplierPartnersCount":0,"alias":"delphix-data-virtualization","companyTitle":"Delphix","companyTypes":["vendor"],"companyId":2840,"companyAlias":"delphix","description":"Streamline data delivery\r\nCreating physical copies is highly manual, usually involves multiple administrators, and may take days or weeks. Virtual data is efficient, automatic, and can be provisioned and refreshed in minutes.\r\nEliminate multiple, redundant copies of data\r\nApplication projects generate concurrent demands for data — up to 90% of which is the same data. The Delphix Virtualization Engine stores a single, compressed copy of production data and creates virtual copies that represent the full production source, but occupy a fraction of the space of physical copies.\r\nCut storage costs and prevent data loss\r\nThe Delphix Virtualization Engine captures all incremental changes at the transaction level, essentially creating a time machine for your data. By intelligently storing only unique changes, Delphix dramatically reduces the intake of data. Administrators can retain a large amount of data in a small amount of space and quickly provision data as of any point in time. Delphix also keeps track of all changes made to virtual copies, giving end users the ability to version their data like code.\r\nEmpower end users with self-service\r\nUnlike legacy solutions, the Delphix Virtualization Engine equips your teams with innovative, self-service control features — like the ability to quickly bookmark, reset, synchronize, and branch virtual datasets — all managed through a single, easy-to-use interface. Delphix also has a fully-exposed web REST API, enabling ready integration with existing DevOps tools and workflows.\r\n","shortDescription":"The Delphix Virtualization Engine is enterprise software that radically improves the delivery of data in databases, application files, and file systems on-premise or in the cloud. By simply and easily delivering the right data to the right team at the right time, Delphix helps companies release applications 25-50% faster.","type":null,"isRoiCalculatorAvaliable":false,"isConfiguratorAvaliable":false,"bonus":100,"usingCount":15,"sellingCount":10,"discontinued":0,"rebateForPoc":0,"rebate":0,"seo":{"title":"Delphix Data Virtualization","keywords":"data, Delphix, copies, Virtualization, virtual, with, changes, Engine","description":"Streamline data delivery\r\nCreating physical copies is highly manual, usually involves multiple administrators, and may take days or weeks. Virtual data is efficient, automatic, and can be provisioned and refreshed in minutes.\r\nEliminate multiple, redundant cop","og:title":"Delphix Data Virtualization","og:description":"Streamline data delivery\r\nCreating physical copies is highly manual, usually involves multiple administrators, and may take days or weeks. Virtual data is efficient, automatic, and can be provisioned and refreshed in minutes.\r\nEliminate multiple, redundant cop","og:image":"https://old.roi4cio.com/fileadmin/user_upload/Delphix.png"},"eventUrl":"","translationId":398,"dealDetails":null,"roi":null,"price":null,"bonusForReference":null,"templateData":[],"testingArea":"","categories":[{"id":245,"title":"Data Integration and Access Software","alias":"data-integration-and-access-software","description":" Data integration involves combining data residing in different sources and providing users with a unified view of them. This process becomes significant in a variety of situations, which include both commercial (such as when two similar companies need to merge their databases) and scientific (combining research results from different bioinformatics repositories, for example) domains. Data integration appears with increasing frequency as the volume (that is, big data) and the need to share existing data explodes. It has become the focus of extensive theoretical work, and numerous open problems remain unsolved. Data integration encourages collaboration between internal as well as external users.\r\nData integration is the process of combining data from different sources into a single, unified view. Integration begins with the ingestion process, and includes steps such as cleansing, ETL mapping, and transformation. Data integration ultimately enables analytics tools to produce effective, actionable business intelligence.\r\nThere is no universal approach to data integration. However, data integration solutions typically involve a few common elements, including a network of data sources, a master server, and clients accessing data from the master server.\r\nIn a typical data integration process, the client sends a request to the master server for data. The master server then intakes the needed data from internal and external sources. The data is extracted from the sources, then consolidated into a single, cohesive data set. This is served back to the client for use.","materialsDescription":" <span style=\"font-weight: bold;\">Integration helps businesses succeed</span>\r\nEven if a company is receiving all the data it needs, that data often resides in a number of separate data sources. For example, for a typical customer 360 view use case, the data that must be combined may include data from their CRM systems, web traffic, marketing operations software, customer — facing applications, sales and customer success systems, and even partner data, just to name a few. Information from all of those different sources often needs to be pulled together for analytical needs or operational actions, and that can be no small task for data engineers or developers to bring them all together.\r\nLet’s take a look at a typical analytical use case. Without unified data, a single report typically involves logging into multiple accounts, on multiple sites, accessing data within native apps, copying over the data, reformatting, and cleansing, all before analysis can happen.\r\nConducting all these operations as efficiently as possible highlights the importance of data integration. It also showcases the major benefits of a well thought-out approach to data integration:\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Improves collaboration and unification of systems</span></span>\r\nEmployees in every department — and sometimes in disparate physical locations — increasingly need access to the company's data for shared and individual projects. IT needs a secure solution for delivering data via self-service access across all lines of business.\r\nAdditionally, employees in almost every department are generating and improving data that the rest of the business needs. Data integration needs to be collaborative and unified in order to improve collaboration and unification across the organization.\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Saves time and boosts efficiency</span></span>\r\nWhen a company takes measures to integrate its data properly, it cuts down significantly on the time it takes to prepare and analyze that data. The automation of unified views cuts out the need for manually gathering data, and employees no longer need to build connections from scratch whenever they need to run a report or build an application.\r\nAdditionally, using the right tools, rather than hand-coding the integration, returns even more time (and resources overall) to the dev team.\r\nAll the time saved on these tasks can be put to other, better uses, with more hours earmarked for analysis and execution to make an organization more productive and competitive.\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Reduces errors (and rework)</span></span>\r\nThere’s a lot to keep up with when it comes to a company’s data resources. To manually gather data, employees must know every location and account that they might need to explore — and have all necessary software installed before they begin — to ensure their data sets will be complete and accurate. If a data repository is added, and that employee is unaware, they will have an incomplete data set.\r\nAdditionally, without a data integration solution that synchronizes data, reporting must be periodically redone to account for any changes. With automated updates, however, reports can be run easily in real time, whenever they’re needed.\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Delivers more valuable data</span></span>\r\nData integration efforts actually improve the value of a business’ data over time. As data is integrated into a centralized system, quality issues are identified and necessary improvements are implemented, which ultimately results in more accurate data — the foundation for quality analysis.","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/Data_Integration_and_Access_Software.png"}],"characteristics":[],"concurentProducts":[],"jobRoles":[],"organizationalFeatures":[],"complementaryCategories":[],"solutions":[],"materials":[],"useCases":[],"best_practices":[],"values":[],"implementations":[]}],"jobRoles":[],"organizationalFeatures":[],"complementaryCategories":[],"solutions":[],"materials":[],"useCases":[],"best_practices":[],"values":["Reduce Costs","Enhance Staff Productivity","Ensure Security and Business Continuity","Expand Sales Geography"],"implementations":[{"id":77,"title":"Pentaho Data Integration, Meridian.Alliance for an airline","url":"https://old.roi4cio.com/vnedrenija/vnedrenie/pentaho-data-integration-meridianalliance-for-an-airline/"}],"presenterCodeLng":"","productImplementations":[{"id":77,"title":"Pentaho Data Integration, Meridian.Alliance for an airline","description":"Description is not ready yet","alias":"pentaho-data-integration-meridianalliance-for-an-airline","roi":0,"seo":{"title":"Pentaho Data Integration, Meridian.Alliance for an airline","keywords":"","description":"Description is not ready yet","og:title":"Pentaho Data Integration, Meridian.Alliance for an airline","og:description":"Description is not ready yet"},"deal_info":"","user":{},"supplier":{},"vendors":[{"id":2901,"title":"Pentaho","logoURL":"https://old.roi4cio.com/uploads/roi/company/Pentaho.png","alias":"pentaho","address":"","roles":[],"description":"Pentaho, a Hitachi Group company, is a leading data integration and business analytics company with an enterprise-class, open source-based platform for diverse big data deployments. Our mission is to help organizations across industries harness the value from all their data, including big data and Internet of Things (IoT), enabling them to find new revenue streams, operate more efficiently, deliver outstanding service and minimize risk.","companyTypes":[],"products":{},"vendoredProductsCount":1,"suppliedProductsCount":1,"supplierImplementations":[],"vendorImplementations":[],"userImplementations":[],"userImplementationsCount":0,"supplierImplementationsCount":0,"vendorImplementationsCount":1,"vendorPartnersCount":0,"supplierPartnersCount":0,"b4r":0,"categories":{},"companyUrl":"http://www.pentaho.com/","countryCodes":[],"certifications":[],"isSeller":false,"isSupplier":false,"isVendor":false,"presenterCodeLng":"","seo":{"title":"Pentaho","keywords":"data, Pentaho, company, Things, enabling, including, from, their","description":"Pentaho, a Hitachi Group company, is a leading data integration and business analytics company with an enterprise-class, open source-based platform for diverse big data deployments. Our mission is to help organizations across industries harness the value from ","og:title":"Pentaho","og:description":"Pentaho, a Hitachi Group company, is a leading data integration and business analytics company with an enterprise-class, open source-based platform for diverse big data deployments. Our mission is to help organizations across industries harness the value from ","og:image":"https://old.roi4cio.com/uploads/roi/company/Pentaho.png"},"eventUrl":""},{"id":2903,"title":"Aeronavigator","logoURL":"https://old.roi4cio.com/uploads/roi/company/Aehronavigator.jpg","alias":"aehronavigator","address":"","roles":[],"description":"Aeronavigator company established in 1998. The purpose of the society was to improve the technology in the field of air navigation and air navigation flight by taking advantage of personal computers, which in those days began to be widely used in all fields of knowledge.\r\n\r\nToday Aeronavigator - developer of solutions and software for automating business processes airlines based on the principles of openness, compatibility and compliance with national and international standards. The company's team consists of professionals with extensive experience in airlines and companies that develop software for aviation. Experience of many integration projects implemented and work in airlines embodied in our products, taking into account the requirements of Russian and international standards, as well as the peculiarities of the Russian aviation market.","companyTypes":[],"products":{},"vendoredProductsCount":1,"suppliedProductsCount":1,"supplierImplementations":[],"vendorImplementations":[],"userImplementations":[],"userImplementationsCount":0,"supplierImplementationsCount":0,"vendorImplementationsCount":1,"vendorPartnersCount":0,"supplierPartnersCount":0,"b4r":0,"categories":{},"companyUrl":"http://aeronavigator.ru/","countryCodes":[],"certifications":[],"isSeller":false,"isSupplier":false,"isVendor":false,"presenterCodeLng":"","seo":{"title":"Aeronavigator","keywords":"Aeronavigator, airlines, software, taking, with, international, Russian, aviation","description":"Aeronavigator company established in 1998. The purpose of the society was to improve the technology in the field of air navigation and air navigation flight by taking advantage of personal computers, which in those days began to be widely used in all fields of","og:title":"Aeronavigator","og:description":"Aeronavigator company established in 1998. The purpose of the society was to improve the technology in the field of air navigation and air navigation flight by taking advantage of personal computers, which in those days began to be widely used in all fields of","og:image":"https://old.roi4cio.com/uploads/roi/company/Aehronavigator.jpg"},"eventUrl":""}],"products":[],"countries":[],"startDate":"0000-00-00","endDate":"0000-00-00","dealDate":"0000-00-00","price":0,"status":"finished","isImplementation":true,"isAgreement":false,"confirmed":1,"implementationDetails":{},"categories":[],"additionalInfo":{"budgetNotExceeded":"","functionallyTaskAssignment":"","projectWasPut":"","price":0,"source":{"url":"http://i-teco.ru/experience/transport/8022/","title":"-"}},"comments":[],"referencesCount":0}]}},"aliases":{},"links":{},"meta":{},"loading":false,"error":null,"useProductLoading":false,"sellProductLoading":false,"templatesById":{},"comparisonByTemplateId":{}},"filters":{"filterCriterias":{"loading":false,"error":null,"data":{"price":{"min":0,"max":6000},"users":{"loading":false,"error":null,"ids":[],"values":{}},"suppliers":{"loading":false,"error":null,"ids":[],"values":{}},"vendors":{"loading":false,"error":null,"ids":[],"values":{}},"roles":{"id":200,"title":"Roles","values":{"1":{"id":1,"title":"User","translationKey":"user"},"2":{"id":2,"title":"Supplier","translationKey":"supplier"},"3":{"id":3,"title":"Vendor","translationKey":"vendor"}}},"categories":{"flat":[],"tree":[]},"countries":{"loading":false,"error":null,"ids":[],"values":{}}}},"showAIFilter":false},"companies":{"companiesByAlias":{},"aliases":{},"links":{},"meta":{},"loading":false,"error":null},"implementations":{"implementationsByAlias":{},"aliases":{},"links":{},"meta":{},"loading":false,"error":null},"agreements":{"agreementById":{},"ids":{},"links":{},"meta":{},"loading":false,"error":null},"comparison":{"loading":false,"error":false,"templatesById":{},"comparisonByTemplateId":{},"products":[],"selectedTemplateId":null},"presentation":{"type":null,"company":{},"products":[],"partners":[],"formData":{},"dataLoading":false,"dataError":false,"loading":false,"error":false},"catalogsGlobal":{"subMenuItemTitle":""}}