{"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='Penta: a new digital bank for startups and SMEs'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a href='https:\/\/bulletins.bfconsulting.com\/en\/penta-a-new-digital-bank-for-startups-and-smes\/'><img width=\"150\" height=\"150\" src=\"https:\/\/bulletins.bfconsulting.com\/wp-content\/uploads\/2018\/03\/lav-luka-penta-cofounders-150x150.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" decoding=\"async\" aria-describedby=\"rpbt-related-gallery-1-8868\" loading=\"lazy\" \/><\/a>\n\t\t\t<\/div>\n\t\t\t\t<figcaption class='wp-caption-text gallery-caption' id='rpbt-related-gallery-1-8868'>\n\t\t\t\tPenta: a new digital bank for startups and SMEs\n\t\t\t\t<\/figcaption><\/figure><figure class='gallery-item' role='group' aria-label='Design considerations for central bank digital currencies'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a href='https:\/\/bulletins.bfconsulting.com\/en\/design-considerations-for-central-bank-digital-currencies\/'><img width=\"150\" height=\"150\" src=\"https:\/\/bulletins.bfconsulting.com\/wp-content\/uploads\/2020\/10\/236fdc4f-82bc-4233-b26a-754bf45595d61-150x150.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" decoding=\"async\" aria-describedby=\"rpbt-related-gallery-1-15476\" loading=\"lazy\" \/><\/a>\n\t\t\t<\/div>\n\t\t\t\t<figcaption class='wp-caption-text gallery-caption' id='rpbt-related-gallery-1-15476'>\n\t\t\t\tDesign considerations for central bank digital currencies\n\t\t\t\t<\/figcaption><\/figure><figure class='gallery-item' role='group' aria-label='BFC FinTech Monitor (15th \u2013 28th December)'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a href='https:\/\/bulletins.bfconsulting.com\/en\/bfc-fintech-monitor-15th-28th-december\/'><img width=\"150\" height=\"150\" src=\"https:\/\/bulletins.bfconsulting.com\/wp-content\/uploads\/2021\/12\/3a8a300b-3a18-fbd9-31cc-32e0ba352fc51-150x150.png\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" decoding=\"async\" aria-describedby=\"rpbt-related-gallery-1-16542\" loading=\"lazy\" \/><\/a>\n\t\t\t<\/div>\n\t\t\t\t<figcaption class='wp-caption-text gallery-caption' id='rpbt-related-gallery-1-16542'>\n\t\t\t\tBFC FinTech Monitor (15th \u2013 28th December)\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}]}}