{"id":7577,"date":"2017-03-14T13:33:13","date_gmt":"2017-03-14T13:33:13","guid":{"rendered":"http:\/\/bulletins.bfconsulting.com\/?p=7577"},"modified":"2018-03-08T15:34:55","modified_gmt":"2018-03-08T15:34:55","slug":"how-sberbank-created-a-personal-recommendation-tips-service","status":"publish","type":"post","link":"https:\/\/bulletins.bfconsulting.com\/en\/how-sberbank-created-a-personal-recommendation-tips-service\/","title":{"rendered":"How Sberbank created a personal recommendation &#8220;Tips&#8221; service"},"content":{"rendered":"<p>In February 2017, Sberbank launched its new \u2018Tips\u2019 service, which won the \u2018EFMA Innovation of the Month\u2019 award in March 2017.The new service was created to provide their 20 million clients with useful recommendations regarding their financial patterns. The principle of the service is to help the bank clients with analyzing their personal financial information such as expenditures, and suggesting what steps they can take to be more balanced in the future.<\/p>\n<p>The service works by using mathematical algorithms to detect patterns and build hypotheses. Based on the hypotheses, specific advice is given. Sberbank also created a platform through which other units of the bank can generate content themselves and &#8220;pour&#8221; it into the application. The different departments, thus, work together to transform the available information into an interpretable set of data.<\/p>\n<div class=\"rpbt_shortcode\">\n\n<div id='rpbt-related-gallery-1' class='gallery related-gallery related-galleryid-7577 gallery-columns-3 gallery-size-thumbnail'><figure class='gallery-item' role='group' aria-label='Where to find Big Data in Russia'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a href='https:\/\/bulletins.bfconsulting.com\/en\/where-to-find-big-data-in-russia\/'><img width=\"150\" height=\"150\" src=\"https:\/\/bulletins.bfconsulting.com\/wp-content\/uploads\/2019\/10\/where-to-find-big-data-in-russia-150x150.png\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" decoding=\"async\" aria-describedby=\"rpbt-related-gallery-1-13849\" loading=\"lazy\" \/><\/a>\n\t\t\t<\/div>\n\t\t\t\t<figcaption class='wp-caption-text gallery-caption' id='rpbt-related-gallery-1-13849'>\n\t\t\t\tWhere to find Big Data in Russia\n\t\t\t\t<\/figcaption><\/figure><figure class='gallery-item' role='group' aria-label='Silk Way Bank facilitating VAT refunds using a mobile app'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a href='https:\/\/bulletins.bfconsulting.com\/en\/silk-way-bank-facilitating-vat-refunds-using-a-mobile-app\/'><img width=\"150\" height=\"150\" src=\"https:\/\/bulletins.bfconsulting.com\/wp-content\/uploads\/2017\/11\/Silk-Way-Bank-facilitating-VAT-refunds-using-a-mobile-app-150x150.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" decoding=\"async\" aria-describedby=\"rpbt-related-gallery-1-7010\" loading=\"lazy\" srcset=\"https:\/\/bulletins.bfconsulting.com\/wp-content\/uploads\/2017\/11\/Silk-Way-Bank-facilitating-VAT-refunds-using-a-mobile-app-150x150.jpg 150w, https:\/\/bulletins.bfconsulting.com\/wp-content\/uploads\/2017\/11\/Silk-Way-Bank-facilitating-VAT-refunds-using-a-mobile-app-300x300.jpg 300w, https:\/\/bulletins.bfconsulting.com\/wp-content\/uploads\/2017\/11\/Silk-Way-Bank-facilitating-VAT-refunds-using-a-mobile-app-100x100.jpg 100w, https:\/\/bulletins.bfconsulting.com\/wp-content\/uploads\/2017\/11\/Silk-Way-Bank-facilitating-VAT-refunds-using-a-mobile-app.jpg 662w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n\t\t\t<\/div>\n\t\t\t\t<figcaption class='wp-caption-text gallery-caption' id='rpbt-related-gallery-1-7010'>\n\t\t\t\tSilk Way Bank facilitating VAT refunds using a mobile app\n\t\t\t\t<\/figcaption><\/figure><figure class='gallery-item' role='group' aria-label='What lifestyle banking means for the future of banking'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a href='https:\/\/bulletins.bfconsulting.com\/en\/what-lifestyle-banking-means-for-the-future-of-banking\/'><img width=\"150\" height=\"150\" src=\"https:\/\/bulletins.bfconsulting.com\/wp-content\/uploads\/2020\/11\/3d6cfa2f-2b0b-4382-a511-01668b1c4b971-150x150.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" decoding=\"async\" aria-describedby=\"rpbt-related-gallery-1-15498\" loading=\"lazy\" \/><\/a>\n\t\t\t<\/div>\n\t\t\t\t<figcaption class='wp-caption-text gallery-caption' id='rpbt-related-gallery-1-15498'>\n\t\t\t\tWhat lifestyle banking means for the future of banking\n\t\t\t\t<\/figcaption><\/figure>\n\t\t<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>In February 2017, Sberbank launched its new \u2018Tips\u2019 service, which won the \u2018EFMA Innovation of the Month\u2019 award in March 2017.The new service was created to provide their 20 million clients with useful recommendations regarding their financial patterns. The principle of the service is to help the bank clients with analyzing their personal financial information &hellip;<\/p>\n","protected":false},"author":7,"featured_media":7578,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10,12],"tags":[80,194,77],"_links":{"self":[{"href":"https:\/\/bulletins.bfconsulting.com\/en\/wp-json\/wp\/v2\/posts\/7577"}],"collection":[{"href":"https:\/\/bulletins.bfconsulting.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bulletins.bfconsulting.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bulletins.bfconsulting.com\/en\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/bulletins.bfconsulting.com\/en\/wp-json\/wp\/v2\/comments?post=7577"}],"version-history":[{"count":2,"href":"https:\/\/bulletins.bfconsulting.com\/en\/wp-json\/wp\/v2\/posts\/7577\/revisions"}],"predecessor-version":[{"id":7764,"href":"https:\/\/bulletins.bfconsulting.com\/en\/wp-json\/wp\/v2\/posts\/7577\/revisions\/7764"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/bulletins.bfconsulting.com\/en\/wp-json\/wp\/v2\/media\/7578"}],"wp:attachment":[{"href":"https:\/\/bulletins.bfconsulting.com\/en\/wp-json\/wp\/v2\/media?parent=7577"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bulletins.bfconsulting.com\/en\/wp-json\/wp\/v2\/categories?post=7577"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bulletins.bfconsulting.com\/en\/wp-json\/wp\/v2\/tags?post=7577"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}