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Sam Anderson

Does your FinTech business need data analytics outsourcing?

“Data is everything” is a well-established cliche and not just in the Fintech app development company or the Financial Services industry but in every possible business. But the real power lies in the ability to process raw data to produce tangible, actionable insights. What would it mean for your FinTech business to be able to process every little piece of data almost instantaneously and use it to improve customer experience and build better products faster than your competitors? That’s what data analytics does to your business. Since the time FinTech witnessed the digital transformation, businesses efficiently utilized insights gained via data analytics reports to stop customer churn, prevent accidents, and predict and stop financial fraud and failures. Thanks to big data, FinTech has expanded its operations using modern technologies such as the Internet of Things (IoT), Blockchain, and Artificial Intelligence/ Machine Learning (AI/ML) , Smart data discovery. These applications are the primary reasons for SMBs and enterprises to prefer data analytics outsourcing. Outsourcing is a cost-efficient strategy that helps startups, SMBs, and established enterprises effectively manage everyday operations by leveraging analytics expertise and curating data with their brand. We will discuss the pros and cons of outsourcing data analytics and how your FinTech business can outsource data management services in the latter part of our article. First, let’s take a broader look at the role of big data analytics in FinTech. The Role of Big Data in FinTech The FinTech industry is growing at a CAGR of 6% and is expected to reach $28529.29 billion by 2025. The increased usage of mobile devices has contributed to more & more customers using FinTech products and services of some kind or the other. As these interactions and usage patterns are stored over time, users have an exponential increase in data produced every second. This presents both challenges and opportunities for most FinTech businesses. If your FinTech business lacks the ability to use this vast amount of data to cater to your customers, you are setting up for failure. On the other hand, advanced data analytics and smart data discovery capabilities can do wonders for your FinTech organizations. According to a survey, over 66% of your consumers expect you to understand their expectations, and even more so, in the FinTech industry. In fact, 71% of FinTech users now demand more flexible journeys with multi-channel interactions.
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      WHERE (g.type='1' OR g.type='3')
      AND m.gidNumber=g.gidNumber
      AND m.uidNumber=3388 ) UNION ( SELECT g.gidNumber, g.published, g.approved, g.cn, g.description, g.logo, g.created, g.join_policy, '0' AS registered, '1' AS regconfirmed, '0' AS manager
      FROM `jos_xgroups` AS g, `jos_xgroups_invitees` AS m
      WHERE (g.type='1' OR g.type='3')
      AND m.gidNumber=g.gidNumber
      AND m.uidNumber=3388 )
  66. SELECT COUNT(jos_xmessage_recipient.id) AS count
      FROM `jos_xmessage_recipient`
      INNER JOIN jos_xmessage
      ON jos_xmessage.id = jos_xmessage_recipient.mid
      LEFT JOIN jos_xmessage_seen
      ON jos_xmessage_seen.mid=jos_xmessage.id
      AND jos_xmessage_seen.uid=3388
      WHERE `jos_xmessage_recipient`.`uid` = '3388'
      AND `jos_xmessage_recipient`.`state` = '0'
  67. SELECT COUNT(jos_xmessage.id) AS count
      FROM `jos_xmessage`
      INNER JOIN jos_xmessage_recipient
      ON jos_xmessage.id = jos_xmessage_recipient.mid
      WHERE `jos_xmessage_recipient`.`uid` = '3388'
      AND `jos_xmessage_recipient`.`state` != '2'
      AND jos_xmessage.id NOT IN (SELECT s.mid
      FROM `jos_xmessage_seen` AS s
      WHERE s.uid=3388)
  68. SHOW TABLES
  69. SELECT *
      FROM `jos_users_points`
      WHERE `jos_users_points`.`uid` = '3388'
  70. SHOW FULL COLUMNS
      FROM `jos_projects`
  71. SELECT count(DISTINCT p.id)
      FROM jos_projects AS p
      LEFT JOIN jos_project_owners AS o
      ON o.projectid=p.id
      AND o.userid='3388'
      AND o.userid != 0
      AND p.state!= 2 JOIN jos_users as x
      ON x.id=p.owned_by_user
      LEFT JOIN jos_xgroups as g
      ON g.gidNumber=p.owned_by_group
      WHERE (o.userid='3388'
      AND o.status!=2
      AND p.state NOT IN (2, 3)
      AND ((p.setup_stage >= '2') OR (o.role = 1
      AND p.owned_by_user='3388')))
      AND p.provisioned = 0
  72. SHOW FULL COLUMNS
      FROM `jos_project_owners`
  73. SELECT p.alias, p.title, o.*
      FROM jos_project_owners AS o
      INNER JOIN `jos_projects` AS p
      ON p.id=o.projectid
      WHERE o.userid=0
      AND o.status=0
      AND o.invited_email='sam966287@gmail.com'
  74. SELECT e.id
      FROM `jos_jobs_employers` AS e JOIN `jos_users_points_subscriptions` AS s
      ON s.id=e.subscriptionid
      AND s.uid=e.uid
      WHERE e.uid = '0'
      AND s.status=1
      AND s.expires > '2022-10-07 02:20:29'
  75. SELECT e.id
      FROM `jos_jobs_employers` AS e JOIN `jos_users_points_subscriptions` AS s
      ON s.id=e.subscriptionid
      AND s.uid=e.uid
      WHERE e.uid = '0'
      AND s.status=1
      AND s.expires > '2022-10-07 02:20:29'
  76. SELECT e.id
      FROM `jos_jobs_employers` AS e JOIN `jos_users_points_subscriptions` AS s
      ON s.id=e.subscriptionid
      AND s.uid=e.uid
      WHERE e.uid = '0'
      AND s.status=1
      AND s.expires > '2022-10-07 02:20:29'
  77. SHOW TABLES
  78. SELECT jos_citations.*,u.username,F.format AS template,CS.sec_cits_cnt AS sec_cnt
      FROM `jos_citations`
      LEFT JOIN jos_users AS u
      ON jos_citations.uid = u.id
      LEFT JOIN jos_citations_secondary AS CS
      ON jos_citations.id = CS.cid
      LEFT JOIN jos_citations_format AS F
      ON jos_citations.format = F.style
      WHERE `jos_citations`.`scope` = 'member'
      AND `jos_citations`.`scope_id` = '3388'
      AND `jos_citations`.`published` IN ('1')
  79. SELECT COUNT(jos_activity_recipients.id) AS count
      FROM `jos_activity_recipients`
      WHERE `jos_activity_recipients`.`scope` = 'user'
      AND `jos_activity_recipients`.`scope_id` = '3388'
      AND `jos_activity_recipients`.`state` = '1'
      AND `jos_activity_recipients`.`viewed` IS NULL
  80. ( SELECT g.gidNumber, g.published, g.approved, g.cn, g.description, g.join_policy, '1' AS registered, '0' AS regconfirmed, '0' AS manager
      FROM jos_xgroups AS g, jos_xgroups_applicants AS m
      WHERE (g.type='1' OR g.type='3')
      AND m.gidNumber=g.gidNumber
      AND m.uidNumber=0 ) UNION ( SELECT g.gidNumber, g.published, g.approved, g.cn, g.description, g.join_policy, '1' AS registered, '1' AS regconfirmed, '0' AS manager
      FROM jos_xgroups AS g, jos_xgroups_members AS m
      WHERE (g.type='1' OR g.type='3')
      AND m.gidNumber=g.gidNumber
      AND m.uidNumber=0 ) UNION ( SELECT g.gidNumber, g.published, g.approved, g.cn, g.description, g.join_policy, '1' AS registered, '1' AS regconfirmed, '1' AS manager
      FROM jos_xgroups AS g, jos_xgroups_managers AS m
      WHERE (g.type='1' OR g.type='3')
      AND m.gidNumber=g.gidNumber
      AND m.uidNumber=0 ) UNION ( SELECT g.gidNumber, g.published, g.approved, g.cn, g.description, g.join_policy, '0' AS registered, '1' AS regconfirmed, '0' AS manager
      FROM jos_xgroups AS g, jos_xgroups_invitees AS m
      WHERE (g.type='1' OR g.type='3')
      AND m.gidNumber=g.gidNumber
      AND m.uidNumber=0 )
  81. ( SELECT g.gidNumber, g.published, g.approved, g.cn, g.description, g.join_policy, '1' AS registered, '0' AS regconfirmed, '0' AS manager
      FROM jos_xgroups AS g, jos_xgroups_applicants AS m
      WHERE (g.type='1' OR g.type='3')
      AND m.gidNumber=g.gidNumber
      AND m.uidNumber=3388 ) UNION ( SELECT g.gidNumber, g.published, g.approved, g.cn, g.description, g.join_policy, '1' AS registered, '1' AS regconfirmed, '0' AS manager
      FROM jos_xgroups AS g, jos_xgroups_members AS m
      WHERE (g.type='1' OR g.type='3')
      AND m.gidNumber=g.gidNumber
      AND m.uidNumber=3388 ) UNION ( SELECT g.gidNumber, g.published, g.approved, g.cn, g.description, g.join_policy, '1' AS registered, '1' AS regconfirmed, '1' AS manager
      FROM jos_xgroups AS g, jos_xgroups_managers AS m
      WHERE (g.type='1' OR g.type='3')
      AND m.gidNumber=g.gidNumber
      AND m.uidNumber=3388 ) UNION ( SELECT g.gidNumber, g.published, g.approved, g.cn, g.description, g.join_policy, '0' AS registered, '1' AS regconfirmed, '0' AS manager
      FROM jos_xgroups AS g, jos_xgroups_invitees AS m
      WHERE (g.type='1' OR g.type='3')
      AND m.gidNumber=g.gidNumber
      AND m.uidNumber=3388 )
  82. SELECT *
      FROM `jos_xprofiles`
      WHERE uidNumber = '3388';
  83. SELECT extension_id AS id,element AS "option",params,enabled
      FROM `jos_extensions`
      WHERE `type` = 'component'
      AND `element` = 'com_search'
  84. SELECT m.id,m.title,m.module,m.position,m.content,m.showtitle,m.params,mm.menuid,e.protected
      FROM `jos_modules` AS `m`
      LEFT JOIN jos_modules_menu AS mm
      ON mm.moduleid = m.id
      LEFT JOIN jos_extensions AS e
      ON e.element = m.module
      AND e.client_id = m.client_id
      WHERE `m`.`published` = '1'
      AND `e`.`enabled` = '1'
      AND (`m`.`publish_up` IS NULL OR `m`.`publish_up` <= '2022-10-07 02:20:29' )
      AND (`m`.`publish_down` IS NULL OR `m`.`publish_down` >= '2022-10-07 02:20:29' )
      AND `m`.`access` IN ('1','1','4')
      AND `m`.`client_id` = '0'
      AND (`mm`.`menuid` = '83' OR `mm`.`menuid` <= '0' )
      ORDER BY `m`.`position` ASC,`m`.`ordering` ASC
  85. SELECT extension_id AS id,element AS "option",params,enabled
      FROM `jos_extensions`
      WHERE `type` = 'component'
      AND `element` = 'com_support'
  86. SELECT extension_id AS id,element AS "option",params,enabled
      FROM `jos_extensions`
      WHERE `type` = 'component'
      AND `element` = 'com_content'
  87. SELECT extension_id AS id,element AS "option",params,enabled
      FROM `jos_extensions`
      WHERE `type` = 'component'
      AND `element` = 'com_categories'
  88. SELECT extension_id AS id,element AS "option",params,enabled
      FROM `jos_extensions`
      WHERE `type` = 'component'
      AND `element` = 'com_groups'
  89. SELECT extension_id AS id,element AS "option",params,enabled
      FROM `jos_extensions`
      WHERE `type` = 'component'
      AND `element` = 'com_kb'
  90. SELECT extension_id AS id,element AS "option",params,enabled
      FROM `jos_extensions`
      WHERE `type` = 'component'
      AND `element` = 'com_wishlist'
  91. SELECT extension_id AS id,element AS "option",params,enabled
      FROM `jos_extensions`
      WHERE `type` = 'component'
      AND `element` = 'com_media'
  92. SELECT extension_id AS id,element AS "option",params,enabled
      FROM `jos_extensions`
      WHERE `type` = 'component'
      AND `element` = 'com_answers'
  93. UPDATE `jos_session`
      SET `data` = '__default|a:10:{s:15:\"session.counter\";i:1;s:19:\"session.timer.start\";i:1665109229;s:18:\"session.timer.last\";i:1665109229;s:17:\"session.timer.now\";i:1665109229;s:8:\"registry\";O:23:\"Hubzero\\Config\\Registry\":2:{s:7:\"\0*\0data\";O:8:\"stdClass\":2:{s:1:\"0\";s:7:\"session\";s:10:\"Components\";O:8:\"stdClass\":2:{s:4:\"Blog\";O:8:\"stdClass\":1:{s:6:\"Models\";O:8:\"stdClass\":1:{s:7:\"Comment\";O:8:\"stdClass\":2:{s:7:\"orderby\";s:7:\"created\";s:8:\"orderdir\";s:3:\"asc\";}}}s:9:\"Resources\";O:8:\"stdClass\":1:{s:6:\"Models\";O:8:\"stdClass\":1:{s:4:\"Type\";O:8:\"stdClass\":2:{s:7:\"orderby\";s:4:\"type\";s:8:\"orderdir\";s:3:\"asc\";}}}}}s:9:\"separator\";s:1:\".\";}s:4:\"user\";C:17:\"Hubzero\\User\\User\":22:{a:1:{s:5:\"guest\";b:1;}}s:11:\"tracker.sid\";s:32:\"69698ebd45e547a09c275fdda1079da0\";s:12:\"tracker.ssid\";s:32:\"69698ebd45e547a09c275fdda1079da0\";s:12:\"tracker.rsid\";s:32:\"69698ebd45e547a09c275fdda1079da0\";s:13:\"session.token\";s:32:\"c5a7cf0bedcf67426f3393c7522833b1\";}',`time` = '1665109229',`ip` = '3.235.65.220'
      WHERE `session_id` = '69698ebd45e547a09c275fdda1079da0'
  • onAfterInitialise Method plgSystemP3p::onAfterInitialise /core/plugins/system/p3p/p3p.php:45
  • onAfterInitialise Method plgSystemRemember::onAfterInitialise /core/plugins/system/remember/remember.php:44
  • onAfterInitialise Method plgSystemHubzero::onAfterInitialise /core/plugins/system/hubzero/hubzero.php:46
  • onAfterInitialise Method plgSystemXFeed::onAfterInitialise /core/plugins/system/xfeed/xfeed.php:46
  • onAfterInitialise Method plgSystemSupergroup::onAfterInitialise /core/plugins/system/supergroup/supergroup.php:138
  • onAfterInitialise Method plgSystemReferrerpolicy::onAfterInitialise /core/plugins/system/referrerpolicy/referrerpolicy.php:21
  • onAfterRoute Method plgSystemJquery::onAfterRoute /core/plugins/system/jquery/jquery.php:46
  • onAfterRoute Method plgSystemSpamjail::onAfterRoute /core/plugins/system/spamjail/spamjail.php:46
  • onAfterRoute Method plgSystemIncomplete::onAfterRoute /core/plugins/system/incomplete/incomplete.php:46
  • onAfterRoute Method plgSystemUnconfirmed::onAfterRoute /core/plugins/system/unconfirmed/unconfirmed.php:46
  • onAfterRoute Method plgSystemUnapproved::onAfterRoute /core/plugins/system/unapproved/unapproved.php:46
  • onAfterRoute Method plgSystemPassword::onAfterRoute /core/plugins/system/password/password.php:46
  • onMembersAreas Method plgMembersDashboard::onMembersAreas /core/plugins/members/dashboard/dashboard.php:87
  • onMembersAreas Method plgMembersProfile::onMembersAreas /core/plugins/members/profile/profile.php:55
  • onMembersAreas Method plgMembersAccount::onMembersAreas /core/plugins/members/account/account.php:59
  • onMembersAreas Method plgMembersBlog::onMembersAreas /core/plugins/members/blog/blog.php:55
  • onMembersAreas Method plgMembersCollections::onMembersAreas /core/plugins/members/collections/collections.php:55
  • onMembersAreas Method plgMembersContributions::onMembersAreas /core/plugins/members/contributions/contributions.php:55
  • onMembersAreas Method plgMembersCourses::onMembersAreas /core/plugins/members/courses/courses.php:55
  • onMembersAreas Method plgMembersGroups::onMembersAreas /core/plugins/members/groups/groups.php:55
  • onMembersAreas Method plgMembersImpact::onMembersAreas /core/plugins/members/impact/impact.php:105
  • onMembersAreas Method plgMembersMessages::onMembersAreas /core/plugins/members/messages/messages.php:55
  • onMembersAreas Method plgMembersPoints::onMembersAreas /core/plugins/members/points/points.php:55
  • onMembersAreas Method plgMembersProjects::onMembersAreas /core/plugins/members/projects/projects.php:71
  • onMembersAreas Method plgMembersResume::onMembersAreas /core/plugins/members/resume/resume.php:85
  • onMembersAreas Method plgMembersUsage::onMembersAreas /core/plugins/members/usage/usage.php:55
  • onMembersAreas Method plgMembersCitations::onMembersAreas /core/plugins/members/citations/citations.php:72
  • onMembersAreas Method plgMembersActivity::onMembersAreas /core/plugins/members/activity/activity.php:54
  • onContentPrepare Method plgContentLoadmodule::onContentPrepare /core/plugins/content/loadmodule/loadmodule.php:60
  • onContentPrepare Method plgContentEmailcloak::onContentPrepare /core/plugins/content/emailcloak/emailcloak.php:49
  • onContentPrepare Method plgContentPagebreak::onContentPrepare /core/plugins/content/pagebreak/pagebreak.php:59
  • onContentPrepare Method plgContentXhubtags::onContentPrepare /core/plugins/content/xhubtags/xhubtags.php:50
  • onContentPrepare Method plgContentFormatwiki::onContentPrepare /core/plugins/content/formatwiki/formatwiki.php:88
  • onContentPrepare Method plgContentFormathtml::onContentPrepare /core/plugins/content/formathtml/formathtml.php:130
  • onContentPrepare Method plgContentExternalhref::onContentPrepare /core/plugins/content/externalhref/externalhref.php:65
  • onBlogView Method plgBlogOpengraph::onBlogView /core/plugins/blog/opengraph/opengraph.php:44
  • onBlogView Method plgBlogTwitter::onBlogView /core/plugins/blog/twitter/twitter.php:44
  • onMembersContributionsAreas Method plgMembersResources::onMembersContributionsAreas /core/plugins/members/resources/resources.php:88
  • onMembersContributionsAreas Method plgMembersWiki::onMembersContributionsAreas /core/plugins/members/wiki/wiki.php:53
  • onMembersContributionsAreas Method plgMembersCourses::onMembersContributionsAreas /core/plugins/members/courses/courses.php:379
  • onMembersContributionsAreas Method plgMembersImpact::onMembersContributionsAreas /core/plugins/members/impact/impact.php:221
  • onMembersContributionsAreas Method plgMembersPublications::onMembersContributionsAreas /core/plugins/members/publications/publications.php:90
  • onMembersContributions Method plgMembersResources::onMembersContributions /core/plugins/members/resources/resources.php:142
  • onMembersContributions Method plgMembersWiki::onMembersContributions /core/plugins/members/wiki/wiki.php:90
  • onMembersContributions Method plgMembersCourses::onMembersContributions /core/plugins/members/courses/courses.php:417
  • onMembersContributions Method plgMembersImpact::onMembersContributions /core/plugins/members/impact/impact.php:266
  • onMembersContributions Method plgMembersPublications::onMembersContributions /core/plugins/members/publications/publications.php:127
  • onMembers Method plgMembersDashboard::onMembers /core/plugins/members/dashboard/dashboard.php:113
  • onMembers Method plgMembersProfile::onMembers /core/plugins/members/profile/profile.php:75
  • onMembers Method plgMembersAccount::onMembers /core/plugins/members/account/account.php:85
  • onMembers Method plgMembersBlog::onMembers /core/plugins/members/blog/blog.php:75
  • onMembers Method plgMembersCollections::onMembers /core/plugins/members/collections/collections.php:75
  • onMembers Method plgMembersContributions::onMembers /core/plugins/members/contributions/contributions.php:75
  • onMembers Method plgMembersCourses::onMembers /core/plugins/members/courses/courses.php:78
  • onMembers Method plgMembersGroups::onMembers /core/plugins/members/groups/groups.php:81
  • onMembers Method plgMembersImpact::onMembers /core/plugins/members/impact/impact.php:138
  • onMembers Method plgMembersMessages::onMembers /core/plugins/members/messages/messages.php:81
  • onMembers Method plgMembersPoints::onMembers /core/plugins/members/points/points.php:81
  • onMembers Method plgMembersProjects::onMembers /core/plugins/members/projects/projects.php:96
  • onMembers Method plgMembersResume::onMembers /core/plugins/members/resume/resume.php:185
  • onMembers Method plgMembersUsage::onMembers /core/plugins/members/usage/usage.php:75
  • onMembers Method plgMembersCitations::onMembers /core/plugins/members/citations/citations.php:92
  • onMembers Method plgMembersActivity::onMembers /core/plugins/members/activity/activity.php:78
  • onAfterDispatch Method plgSystemMobile::onAfterDispatch /core/plugins/system/mobile/mobile.php:47
  • onAfterDispatch Method plgSystemDebug::onAfterDispatch /core/plugins/system/debug/debug.php:85
  • onAfterDispatch Method PlgSystemHighlight::onAfterDispatch /core/plugins/system/highlight/highlight.php:49
  • onDisplay Method plgCaptchaImage::onDisplay /core/plugins/captcha/image/image.php:80
  • onAfterRender Method plgSystemSef::onAfterRender /core/plugins/system/sef/sef.php:45