{"id":4189,"date":"2025-07-18T12:09:56","date_gmt":"2025-07-18T17:09:56","guid":{"rendered":"https:\/\/flackr.com\/?page_id=4189"},"modified":"2025-09-02T13:59:05","modified_gmt":"2025-09-02T18:59:05","slug":"scalability","status":"publish","type":"page","link":"https:\/\/flackr.com\/?page_id=4189","title":{"rendered":"Scalability"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"4189\" class=\"elementor elementor-4189\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1f2b9116 e-flex e-con-boxed e-con e-parent\" data-id=\"1f2b9116\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3395636c e-con-full e-flex e-con e-child\" data-id=\"3395636c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1f8c2246 e-con-full e-flex e-con e-child\" data-id=\"1f8c2246\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5e74fbc elementor-widget elementor-widget-text-editor\" data-id=\"5e74fbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Architecture<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9e1a944 elementor-widget__width-initial elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"9e1a944\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"far fa-balance-scale\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3198e660 e-flex e-con-boxed e-con e-child\" data-id=\"3198e660\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2965ed76 elementor-widget elementor-widget-heading\" data-id=\"2965ed76\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Scalability &amp; Performance<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7eed38e5 elementor-widget elementor-widget-text-editor\" data-id=\"7eed38e5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li>\n<p>We expect larger companies with multiple customer touchpoints to reach very high message volumes &#8211; particularly in response to sudden events. So, the question arises as to how our architecture will stand up against volume surges.<\/p>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e344947 elementor-widget elementor-widget-text-editor\" data-id=\"e344947\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>Our cloud-based platform can run on any of the large worldwide platform\u00a0 hyperscale&#8217;s including Amazon Web Service (AWS), Microsoft Azure, Google Cloud Platform (GCP), Oracle Cloud Infrastructure (OCI) and IBM Cloud.\u00a0<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-14738619 elementor-widget elementor-widget-text-editor\" data-id=\"14738619\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>A limiting factor is that each countries data housing and processing must be on cloud resources based within the country, with approved a few exceptions for smaller countries.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b655826 e-flex e-con-boxed e-con e-parent\" data-id=\"b655826\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ffc1481 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"ffc1481\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3f8ff568 e-flex e-con-boxed e-con e-child\" data-id=\"3f8ff568\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7c14377c e-flex e-con-boxed e-con e-child\" data-id=\"7c14377c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-2d177d7 e-con-full e-flex e-con e-child\" data-id=\"2d177d7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4e5dbcd e-flex e-con-boxed e-con e-child\" data-id=\"4e5dbcd\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-77b1e06 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"77b1e06\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">World Class Capabilities<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-905d075 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"905d075\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>When we deploy our platform suite onto a major cloud platform &#8211; such as AWS, Microsoft Azure, or Google Cloud &#8211; we are making a deliberate strategic choice to entrust the foundational aspects of scalability and performance to a provider with unmatched infrastructure and operational maturity.\u00a0<\/li><li>These providers have invested billions into building global, fault-tolerant, and performance-optimized systems, allowing us to leverage their scale rather than replicate it ourselves.\u00a0<\/li><li>By doing so, we effectively shift the responsibility for handling peak loads, geographic expansion, and system resilience from our internal teams to the hyperscale&#8217;s proven capabilities.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0020a0a e-con-full e-flex e-con e-child\" data-id=\"0020a0a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-17b7b30 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"17b7b30\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Performance Management <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e687a9e elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"e687a9e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>Our decision doesn&#8217;t imply a loss of control but rather a refocusing of our efforts. Instead of sinking resources into managing physical hardware, tuning databases, or architecting complex failover mechanisms, we align with the hyperscale\u2019s built-in services and frameworks.\u00a0<\/li><li>Their expertise becomes an operational extension of our own, giving us immediate access to world-class capabilities such as auto-scaling, global content delivery, managed database services, and real-time observability tools.\u00a0<\/li><li>Our technical teams work directly with them, monitoring traffic, predicting future demands, and as necessary, temporarily shifting our Gateway cloud resources to alternates. Still, the heavy lifting of infrastructure is handled by the cloud provider.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d241ae7 e-con-full e-flex e-con e-child\" data-id=\"d241ae7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-117c4a4 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"117c4a4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Scalability &amp; Performance<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ccd4801 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"ccd4801\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li><p data-start=\"224\" data-end=\"522\">Our modern engagement platform must do more than function &#8211; it must perform at scale without compromise. As customer expectations increase and communication volumes surge, the system\u2019s ability to handle massive, concurrent workloads becomes a strategic differentiator, not just a technical requirement.<\/p><p data-start=\"524\" data-end=\"939\">Our platform is engineered from the ground up to support elasticity and load tolerance. Whether it&#8217;s a marketing campaign that triggers tens of millions of real-time interactions or a customer service spike following a product release, the system auto-scales to match demand. This is achieved through distributed architecture, message queue optimization, cloud-native load balancing, and real-time traffic shaping.<\/p><p data-start=\"941\" data-end=\"1378\">Performance isn\u2019t just about throughput\u2014it\u2019s about responsiveness. The platform minimizes latency in every part of the message lifecycle, from intake and triage to routing and reply. End users receive instant feedback; businesses get real-time visibility into operations. Intelligent prioritization ensures that urgent messages are surfaced and addressed ahead of routine inquiries, enabling smarter use of human and automated resources.<\/p><p data-start=\"1380\" data-end=\"1731\">Most importantly, scalability and performance are not afterthoughts\u2014they are built into the core architecture. Every layer is stress-tested to meet not just today&#8217;s traffic, but tomorrow&#8217;s scale. This foundation ensures reliability, supports global reach, and prepares the platform to serve as critical infrastructure in enterprise-grade environments.<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1ae691a4 e-con-full e-flex e-con e-child\" data-id=\"1ae691a4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-16a5f752 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"16a5f752\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Implementation Roll-Out<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ffd191d elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"3ffd191d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Creating the business owned cloud database including standard SaaS \/ iPaaS platforms is our responsibility. The business will have an evaluation and test period prior to acceptance.<\/p><p>The key business rules that control automatic processes will take the longest time to initially establish. We will recommend based on our understanding, but rule development can get involved and take weeks and months, rather than days. These rules exist across multiple services. Many are prompts, similar to AI prompts. Other rules are either hard-coded or are capabilities controlled by kernel settings.<\/p><p>Testing for automated service should be direct as we will furnished a battery of incoming messages with ability to summarize outgoing automated responses.<\/p><p>However, not all incoming messages can or should be automated. It will take time to build up a suitable response library. Part of testing is routing incoming messages to appropriate internal business people for a individual response.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-310b0e73 e-flex e-con-boxed e-con e-parent\" data-id=\"310b0e73\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-56595ee4 elementor-widget__width-initial elementor-align-center elementor-widget elementor-widget-button\" data-id=\"56595ee4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/flackr.com\/?page_id=3984\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Architecture Home Screen<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-aa70549 e-flex e-con-boxed e-con e-parent\" data-id=\"aa70549\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Architecture Scalability &amp; Performance We expect larger companies with multiple customer touchpoints to reach very high message volumes &#8211; particularly in response to sudden events. So, the question arises as to how our architecture will stand up against volume surges. Our cloud-based platform can run on any of the large worldwide platform\u00a0 hyperscale&#8217;s including Amazon [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":3984,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-4189","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/flackr.com\/index.php?rest_route=\/wp\/v2\/pages\/4189","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flackr.com\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/flackr.com\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/flackr.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/flackr.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4189"}],"version-history":[{"count":19,"href":"https:\/\/flackr.com\/index.php?rest_route=\/wp\/v2\/pages\/4189\/revisions"}],"predecessor-version":[{"id":5544,"href":"https:\/\/flackr.com\/index.php?rest_route=\/wp\/v2\/pages\/4189\/revisions\/5544"}],"up":[{"embeddable":true,"href":"https:\/\/flackr.com\/index.php?rest_route=\/wp\/v2\/pages\/3984"}],"wp:attachment":[{"href":"https:\/\/flackr.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4189"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}