{"id":3812,"date":"2017-12-05T04:53:55","date_gmt":"2017-12-05T04:53:55","guid":{"rendered":"https:\/\/sigma-redesign.sigmainfo.net\/?case-studies=analytics-intelligence"},"modified":"2024-08-28T16:50:29","modified_gmt":"2024-08-28T16:50:29","slug":"analytics-intelligence","status":"publish","type":"case-studies","link":"https:\/\/sigma-ai.sigmainfo.net\/au\/case-studies\/analytics-intelligence\/","title":{"rendered":"Analytics &amp; Intelligence"},"content":{"rendered":"\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lzb16x38-5247a959529f0494f067f59d30df5b5a\">\n#top .av-special-heading.av-lzb16x38-5247a959529f0494f067f59d30df5b5a{\npadding-bottom:10px;\n}\nbody .av-special-heading.av-lzb16x38-5247a959529f0494f067f59d30df5b5a .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-lzb16x38-5247a959529f0494f067f59d30df5b5a .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-lzb16x38-5247a959529f0494f067f59d30df5b5a av-special-heading-h1 blockquote modern-quote modern-centered'><h1 class='av-special-heading-tag'  itemprop=\"headline\"  >Amplifying Performance with Analytics and Intelligence<\/h1><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-xxys2c-d2dadb6815b48a1179ba1ebdcf90c590\">\n#top .hr.av-xxys2c-d2dadb6815b48a1179ba1ebdcf90c590{\nmargin-top:10px;\nmargin-bottom:10px;\n}\n.hr.av-xxys2c-d2dadb6815b48a1179ba1ebdcf90c590 .hr-inner{\nwidth:50px;\nborder-color:#8dc321;\n}\n<\/style>\n<div  class='hr av-xxys2c-d2dadb6815b48a1179ba1ebdcf90c590 hr-custom hr-center hr-icon-no'><span class='hr-inner inner-border-av-border-fat'><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lzb1a1dr-f5a25a5e3b3ea1fe563b7a822dd0e146\">\n#top .av-special-heading.av-lzb1a1dr-f5a25a5e3b3ea1fe563b7a822dd0e146{\npadding-bottom:10px;\n}\nbody .av-special-heading.av-lzb1a1dr-f5a25a5e3b3ea1fe563b7a822dd0e146 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-lzb1a1dr-f5a25a5e3b3ea1fe563b7a822dd0e146 .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-lzb1a1dr-f5a25a5e3b3ea1fe563b7a822dd0e146 av-special-heading-h3 blockquote modern-quote  heading'><h3 class='av-special-heading-tag'  itemprop=\"headline\"  >The Need<\/h3><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n<section  class='av_textblock_section av-lzb19n85-96e702862dfe90e685b0dcf8a88a4f46 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>Sigma had to provide an ETL, DW &amp; BI solution for a leading global MVN Operator and Enabler.<br \/>\nThe need was to create a comprehensive BI solution for analyzing CDR data \u2013 Voice, SMS, GPRS and Top-up. The project needed Sigma to understand Master data like Country, Call type, Service types, Subscribers, etc. It also required an understanding of ETL mapping specs, ETL Design &amp; Development, DW Modeling.<\/p>\n<\/div><\/section>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-w3rlb8-8f62636f732a91e22c22198365f70413\">\n.avia-section.av-w3rlb8-8f62636f732a91e22c22198365f70413{\nbackground-color:#f3f3f3;\nbackground-image:unset;\n}\n<\/style>\n<div id='av_section_1'  class='avia-section av-w3rlb8-8f62636f732a91e22c22198365f70413 main_color avia-section-default avia-no-border-styling avia-bg-style-fixed container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-3812'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lzb1gghx-2bb17dc1550dcbc55b004ff8851afc42\">\n#top .av-special-heading.av-lzb1gghx-2bb17dc1550dcbc55b004ff8851afc42{\npadding-bottom:10px;\n}\nbody .av-special-heading.av-lzb1gghx-2bb17dc1550dcbc55b004ff8851afc42 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-lzb1gghx-2bb17dc1550dcbc55b004ff8851afc42 .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-lzb1gghx-2bb17dc1550dcbc55b004ff8851afc42 av-special-heading-h2 custom-color-heading blockquote modern-quote modern-centered'><h2 class='av-special-heading-tag'  itemprop=\"headline\"  >Engagement<\/h2><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-tzwbp0-f57b2d400d71c32fa9908d27f30cbf83\">\n#top .hr.av-tzwbp0-f57b2d400d71c32fa9908d27f30cbf83{\nmargin-top:10px;\nmargin-bottom:10px;\n}\n.hr.av-tzwbp0-f57b2d400d71c32fa9908d27f30cbf83 .hr-inner{\nwidth:50px;\nborder-color:#ffffff;\n}\n<\/style>\n<div  class='hr av-tzwbp0-f57b2d400d71c32fa9908d27f30cbf83 hr-custom hr-center hr-icon-no'><span class='hr-inner inner-border-av-border-fat'><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  class='av_textblock_section av-lzb1gvtr-3b71ea536537faf41a95dd2d4519e11d '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><p style=\"text-align: center;\">Performance test for ETL scripts and Reports Automation of test cases and alerts if there are any errors\/exceptions.<\/p>\n<\/div><\/section>\n<div  class='flex_column av-tcgpbo-67dfff77fc89a127961468f53f1eb528 av_one_half first flex_column_div  '     ><div  class='avia-icon-list-container av-lzb1f7hy-11509ffb81d40e7bc5856a12eea0ca3d'><ul class='avia-icon-list avia_animate_when_almost_visible avia-icon-list-left av-iconlist-small av-lzb1f7hy-11509ffb81d40e7bc5856a12eea0ca3d avia-iconlist-animate'>\n<li><div class='iconlist_icon av-lzb1c2ja-fb3f74cd04cf8a720f6a40408a7d2159 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content '  itemprop=\"text\" ><p>DW Model \u2013 surrogate keys, dimensions and fact<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-lzb1cf1d-e9f7da0d42e13245535242db178c7b12 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content '  itemprop=\"text\" ><p>CDR and file naming conventions as per UK standards<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-lzb1cny2-3675aaf42f4caf1a8cf7dbdba2b589f8 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content '  itemprop=\"text\" ><p>CDR files frequency checks, sequence numbers and count checks<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-lzb1cy42-09705713dc22c668b11eff7dfe4901fe avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content '  itemprop=\"text\" ><p>Null values and inconsistency checks between source<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-lzb1d8vs-e00faf64b153ba7ec3dc6242e785bd94 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content '  itemprop=\"text\" ><p>CDR file record and DW tables<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-lzb1dkpb-bda427259bafb8a212565be1866c47e0 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content '  itemprop=\"text\" ><p>Dimension and fact tables data as per source data received<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-lzb1dwti-4d21b9cf4aaf0895f9abdf4e1d4d4336 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content '  itemprop=\"text\" ><p>Reports for- Empty report, Data correctness, Current date report creation,<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-lzb1eoym-ba5cc8a087300b04de2a2f4f1f688009 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content '  itemprop=\"text\" ><p>Missing numeric value, Filter conditions, Exclusions, Report dependencies<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-lzb1f47t-cc2b794826f87d4a04a434fc718b9eef avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content '  itemprop=\"text\" ><p>Delivery of the reports to end users as per the frequency<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<\/ul><\/div><\/div><div  class='flex_column av-r7fusk-38624b2e44ad848f7a11050028a7a3a2 av_one_half flex_column_div  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lzb1pcb0-f0290b1ee66153cb0975c9319b29eb48\">\n#top .avia-icon-list-container.av-lzb1pcb0-f0290b1ee66153cb0975c9319b29eb48 .iconlist_icon{\ncolor:#000000;\n}\n#top #wrap_all .avia-icon-list-container.av-lzb1pcb0-f0290b1ee66153cb0975c9319b29eb48 .av_iconlist_title{\ncolor:#000000;\n}\n.avia-icon-list-container.av-lzb1pcb0-f0290b1ee66153cb0975c9319b29eb48 .iconlist_content{\ncolor:#000000;\n}\n<\/style>\n<div  class='avia-icon-list-container av-lzb1pcb0-f0290b1ee66153cb0975c9319b29eb48'><ul class='avia-icon-list avia_animate_when_almost_visible avia-icon-list-left av-iconlist-small av-lzb1pcb0-f0290b1ee66153cb0975c9319b29eb48 avia-iconlist-animate'>\n<li><div class='iconlist_icon av-lzb1j2w0-63547d65e72c852e4e73b85ef920ef99 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content av_inherit_color'  itemprop=\"text\" ><p># of ETL Jobs \/Transformationswritten : 300+<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-lzb1jda5-a90b9f153e7480a67d216cc9e2d3afa8 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content av_inherit_color'  itemprop=\"text\" ><p># of Data sources : 3<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-lzb1pbe5-d64c9093c183932dd5ba91e70e2fd0ed avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content av_inherit_color'  itemprop=\"text\" ><p>Data extracted from: CDR files, CSV and Excel<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<\/ul><\/div><\/div>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_1'  class='main_color av_default_container_wrap container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-3812'><div class='entry-content-wrapper clearfix'>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-q2cawk-22db6bb60b09049cac6448db3d0f37c7\">\n.avia-section.av-q2cawk-22db6bb60b09049cac6448db3d0f37c7{\nbackground-repeat:no-repeat;\nbackground-image:url(https:\/\/sigma-ai.sigmainfo.net\/wp-content\/uploads\/2024\/07\/business-office-work-300x200.webp);\nbackground-position:50% 50%;\nbackground-attachment:fixed;\n}\n.avia-section.av-q2cawk-22db6bb60b09049cac6448db3d0f37c7 .av-section-color-overlay{\nopacity:0.9;\nbackground-color:#35383c;\n}\n<\/style>\n<div id='av_section_2'  class='avia-section av-q2cawk-22db6bb60b09049cac6448db3d0f37c7 main_color avia-section-default avia-no-border-styling avia-full-stretch avia-bg-style-fixed av-section-color-overlay-active container_wrap sidebar_right'  data-section-bg-repeat='stretch'><div class=\"av-section-color-overlay-wrap\"><div class=\"av-section-color-overlay\"><\/div><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-3812'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lzb1ppdb-a39720198ed1e4fbe923e3fffd43ef87\">\n#top .av-special-heading.av-lzb1ppdb-a39720198ed1e4fbe923e3fffd43ef87{\npadding-bottom:10px;\ncolor:#ffffff;\n}\nbody .av-special-heading.av-lzb1ppdb-a39720198ed1e4fbe923e3fffd43ef87 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-lzb1ppdb-a39720198ed1e4fbe923e3fffd43ef87 .special-heading-inner-border{\nborder-color:#ffffff;\n}\n.av-special-heading.av-lzb1ppdb-a39720198ed1e4fbe923e3fffd43ef87 .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-lzb1ppdb-a39720198ed1e4fbe923e3fffd43ef87 av-special-heading-h2 custom-color-heading blockquote modern-quote modern-centered'><h2 class='av-special-heading-tag'  itemprop=\"headline\"  >The Sigma Benefit<\/h2><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-o6d11w-20a67e14a30c7cacba662e829aff674f\">\n#top .hr.av-o6d11w-20a67e14a30c7cacba662e829aff674f{\nmargin-top:10px;\nmargin-bottom:10px;\n}\n.hr.av-o6d11w-20a67e14a30c7cacba662e829aff674f .hr-inner{\nwidth:50px;\nborder-color:#ffffff;\n}\n<\/style>\n<div  class='hr av-o6d11w-20a67e14a30c7cacba662e829aff674f hr-custom hr-center hr-icon-no'><span class='hr-inner inner-border-av-border-fat'><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lzb1qlih-d9a865329a9a71e4cf98dd93f6e15a0d\">\n#top .av_textblock_section.av-lzb1qlih-d9a865329a9a71e4cf98dd93f6e15a0d .avia_textblock{\ncolor:#ffffff;\n}\n<\/style>\n<section  class='av_textblock_section av-lzb1qlih-d9a865329a9a71e4cf98dd93f6e15a0d '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><p style=\"text-align: center;\">With Sigma\u2019s BI solutions, the client gained following benefits:<\/p>\n<\/div><\/section>\n<div  class='flex_column av-lvnx4k-145a377b296d0fe5163abfb74c8bf4ba av_one_half first flex_column_div  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lzb1rhnm-26c5f949d883c73b8b90cb768b75a5a1\">\n#top .avia-icon-list-container.av-lzb1rhnm-26c5f949d883c73b8b90cb768b75a5a1 .iconlist_icon{\ncolor:#ffffff;\n}\n#top #wrap_all .avia-icon-list-container.av-lzb1rhnm-26c5f949d883c73b8b90cb768b75a5a1 .av_iconlist_title{\ncolor:#ffffff;\n}\n.avia-icon-list-container.av-lzb1rhnm-26c5f949d883c73b8b90cb768b75a5a1 .iconlist_content{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-icon-list-container av-lzb1rhnm-26c5f949d883c73b8b90cb768b75a5a1'><ul class='avia-icon-list avia_animate_when_almost_visible avia-icon-list-left av-iconlist-small av-lzb1rhnm-26c5f949d883c73b8b90cb768b75a5a1 avia-iconlist-animate'>\n<li><div class='iconlist_icon av-lzb1r0uv-083c618e41295ae40397abbba9df6d24 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content av_inherit_color'  itemprop=\"text\" ><p>Identify Fraud events<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-lzb1r9cg-385414f2a82302463556e2c0e33e01e6 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content av_inherit_color'  itemprop=\"text\" ><p>Customer expired and activation status<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-lzb1rgfd-d3772e476817ed2ff50522fef9eba973 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content av_inherit_color'  itemprop=\"text\" ><p>Analytics about SIM stocks and voucher stocks by resellers<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<\/ul><\/div><\/div><div  class='flex_column av-25201w-e3b07e89e765c0cf97fbe33665741760 av_one_half flex_column_div  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lzb1sbix-baea17b39c152ca40ffcf581765c800d\">\n#top .avia-icon-list-container.av-lzb1sbix-baea17b39c152ca40ffcf581765c800d .iconlist_icon{\ncolor:#ffffff;\n}\n#top #wrap_all .avia-icon-list-container.av-lzb1sbix-baea17b39c152ca40ffcf581765c800d .av_iconlist_title{\ncolor:#ffffff;\n}\n.avia-icon-list-container.av-lzb1sbix-baea17b39c152ca40ffcf581765c800d .iconlist_content{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-icon-list-container av-lzb1sbix-baea17b39c152ca40ffcf581765c800d'><ul class='avia-icon-list avia_animate_when_almost_visible avia-icon-list-left av-iconlist-small av-lzb1sbix-baea17b39c152ca40ffcf581765c800d avia-iconlist-animate'>\n<li><div class='iconlist_icon av-lzb1rss1-12eda148ab5f4d102aa25bcdd01739e3 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content av_inherit_color'  itemprop=\"text\" ><p>Network Utilization across all subscribers and country.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-lzb1s0ft-d4cbf2112ac6b75b240055b74a2062c6 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content av_inherit_color'  itemprop=\"text\" ><p>Reconciliation of raw data, billing data and reporting data<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-lzb1sahp-a382981c574499f804ca62f8710c6ccc avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content av_inherit_color'  itemprop=\"text\" ><p>Automation of report generation<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<\/ul><\/div><\/div>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><\/div><div id='after_section_2'  class='main_color av_default_container_wrap container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-3812'><div class='entry-content-wrapper clearfix'>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_3'  class='avia-section av-jpokb8-a287a2f18c65568ca11989fae6edd25b main_color avia-section-default avia-no-border-styling avia-bg-style-scroll container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-3812'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-hruf1w-6061b4dd7bc4617987d737140bb1fa8d\">\n#top .av-special-heading.av-hruf1w-6061b4dd7bc4617987d737140bb1fa8d{\npadding-bottom:10px;\n}\nbody .av-special-heading.av-hruf1w-6061b4dd7bc4617987d737140bb1fa8d .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-hruf1w-6061b4dd7bc4617987d737140bb1fa8d .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-hruf1w-6061b4dd7bc4617987d737140bb1fa8d av-special-heading-h2 blockquote modern-quote modern-centered'><h2 class='av-special-heading-tag'  itemprop=\"headline\"  >Tools <span class='special_amp'>&amp;<\/span> Technologies<\/h2><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-fwh08k-589039bbc26558a1b68fbe987a3ce9c2\">\n#top .hr.av-fwh08k-589039bbc26558a1b68fbe987a3ce9c2{\nmargin-top:10px;\nmargin-bottom:10px;\n}\n.hr.av-fwh08k-589039bbc26558a1b68fbe987a3ce9c2 .hr-inner{\nwidth:50px;\nborder-color:#8dc321;\n}\n<\/style>\n<div  class='hr av-fwh08k-589039bbc26558a1b68fbe987a3ce9c2 hr-custom hr-center hr-icon-no'><span class='hr-inner inner-border-av-border-fat'><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  class='av_textblock_section av-lzb1sv6u-3d3811631135ddf86fd743892091d0a1 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p style=\"text-align: center;\">Sigma employed some of the best technologies for taking this project to its desired destination:<\/p>\n<\/div><\/section>\n<div class='avia-data-table-wrap av-dryt04-2961c0b7608b2884893dfe5569d4c3a2 avia_responsive_table avia-table-1'><table  class='avia-table avia-data-table avia_pricing_default'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/Table\" ><tbody><tr class=''><td class=''>Pentaho BI Suite<br \/>\n<\/td><td class=''>PDI<\/td><\/tr><tr class=''><td class=''>Oracle<\/td><td class=''>Solaris<\/td><\/tr><\/tbody><\/table><\/div>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_3'  class='main_color av_default_container_wrap container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-3812'><div class='entry-content-wrapper clearfix'>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-21xwk4-fc20fe630ae60e7e213d374daec1d511\">\n.avia-section.av-21xwk4-fc20fe630ae60e7e213d374daec1d511{\nbackground-color:#f3f3f3;\nbackground-image:unset;\n}\n<\/style>\n<div id='av_section_4'  class='avia-section av-21xwk4-fc20fe630ae60e7e213d374daec1d511 main_color avia-section-default avia-no-border-styling avia-bg-style-scroll container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-3812'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lzb17oo1-c2a93e869d4d09721624cf7a463219bc\">\n#top .av-special-heading.av-lzb17oo1-c2a93e869d4d09721624cf7a463219bc{\npadding-bottom:10px;\n}\nbody .av-special-heading.av-lzb17oo1-c2a93e869d4d09721624cf7a463219bc .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-lzb17oo1-c2a93e869d4d09721624cf7a463219bc .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-lzb17oo1-c2a93e869d4d09721624cf7a463219bc av-special-heading-h2 blockquote modern-quote modern-centered'><h2 class='av-special-heading-tag'  itemprop=\"headline\"  >Learn more about Sigma\u2019s BI <span class='special_amp'>&amp;<\/span> Analytics Solutions<\/h2><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n<div  class='avia-button-wrap av-lzb181tu-5048db31a23826658ac2bdb2c82852a1-wrap avia-button-center '>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lzb181tu-5048db31a23826658ac2bdb2c82852a1\">\n#top #wrap_all .avia-button.av-lzb181tu-5048db31a23826658ac2bdb2c82852a1{\nfont-size:14px;\ntransition:all 0.4s ease-in-out;\n}\n<\/style>\n<a href='\/bi-analytics\/'  class='avia-button av-lzb181tu-5048db31a23826658ac2bdb2c82852a1 av-link-btn avia-icon_select-yes-right-icon avia-size-large avia-position-center av-icon-on-hover avia-color-theme-color'  ><span class='avia_iconbox_title' >Learn More<\/span><span class='avia_button_icon avia_button_icon_right' aria-hidden='true' data-av_icon='\ue87d' data-av_iconfont='entypo-fontello'><\/span><\/a><\/div>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_4'  class='main_color av_default_container_wrap container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-3812'><div class='entry-content-wrapper clearfix'>\n","protected":false},"excerpt":{"rendered":"<p>Sigma had to provide an ETL, DW &#038; BI solution for a leading global MVN Operator and Enabler.<br \/>\nThe need was to create a comprehensive BI solution for analyzing CDR data \u2013 Voice, SMS, GPRS and Top-up. The project needed Sigma to understand Master data like Country, Call type, Service types, Subscribers, etc. It also required an understanding of ETL mapping specs, ETL Design &#038; Development, DW Modeling.<\/p>\n","protected":false},"author":28,"featured_media":3544,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-3812","case-studies","type-case-studies","status-publish","has-post-thumbnail","hentry","casestudies-featured"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Amplifying Performance with Analytics and Intelligence<\/title>\n<meta name=\"description\" content=\"With Sigma\u2019s BI and Analytics solutions, learn how to harness and structure your data value to find insight and amplify your business. 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