{"id":2448,"date":"2025-08-01T20:02:51","date_gmt":"2025-08-01T20:02:51","guid":{"rendered":"https:\/\/sansatechnology.net\/wordpress\/?page_id=2448"},"modified":"2025-08-05T06:32:40","modified_gmt":"2025-08-05T06:32:40","slug":"aws-partnership-2","status":"publish","type":"page","link":"https:\/\/sansatechnology.net\/wordpress\/partnership\/aws-partnership\/aws-partnership-2\/","title":{"rendered":"AWS Success Stories"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2448\" class=\"elementor elementor-2448\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d446ace e-flex e-con-boxed e-con e-parent\" data-id=\"d446ace\" data-element_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-71a9d64 e-con-full e-flex e-con e-child\" data-id=\"71a9d64\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e40d5c8 elementor-widget elementor-widget-heading\" data-id=\"e40d5c8\" data-element_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\"><br>AWS Success Stories with Sansa Technology<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b2980eb elementor-widget elementor-widget-heading\" data-id=\"b2980eb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Powering Innovation, Scalability, and Resilience through Our AWS Expertise<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-df164c9 elementor-widget elementor-widget-text-editor\" data-id=\"df164c9\" data-element_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>As an AWS Partner, Sansa Technology empowers organizations to scale intelligently, modernize infrastructure, and deliver AI and data-driven innovation. Explore a few of our recent success stories showcasing the impact of our AWS-led solutions across industries.<\/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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3b8b209 e-flex e-con-boxed e-con e-parent\" data-id=\"3b8b209\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-2bee5f5 e-con-full e-flex e-con e-child\" data-id=\"2bee5f5\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2d6a64d elementor-widget elementor-widget-image\" data-id=\"2d6a64d\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/sansatechnology.net\/wordpress\/wp-content\/uploads\/2025\/08\/Automating-Invoice-Processing-with-AWS-AI.png\" class=\"attachment-large size-large wp-image-2449\" alt=\"\" \/>\t\t\t\t\t\t\t\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-159a9a0 elementor-widget elementor-widget-heading\" data-id=\"159a9a0\" data-element_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\">Smart Invoice Processing Bot<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a29db83 elementor-widget elementor-widget-text-editor\" data-id=\"a29db83\" data-element_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><span style=\"font-weight: 400;\">Automating Invoice Processing with AWS AI \u2013 85% Time Savings for AP Teams<\/span><\/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<div class=\"elementor-element elementor-element-1db74a6 e-con-full e-flex e-con e-child\" data-id=\"1db74a6\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e81bce3 elementor-widget elementor-widget-heading\" data-id=\"e81bce3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">\"This AI-driven automation helps our clients scale without scaling cost.\"<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3088a87 elementor-widget elementor-widget-text-editor\" data-id=\"3088a87\" data-element_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<article class=\"text-token-text-primary w-full focus:outline-none scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" tabindex=\"-1\" data-testid=\"conversation-turn-16\" data-scroll-anchor=\"true\" data-turn=\"assistant\"><div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:--spacing(4)] @[37rem]:[--thread-content-margin:--spacing(6)] @[72rem]:[--thread-content-margin:--spacing(16)] px-(--thread-content-margin)\"><div class=\"[--thread-content-max-width:32rem] @[34rem]:[--thread-content-max-width:40rem] @[64rem]:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" tabindex=\"-1\"><div class=\"flex max-w-full flex-col grow\"><div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal [.text-message+&amp;]:mt-5\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"0332cdb7-da65-47a2-9da8-400a198fb14f\" data-message-model-slug=\"gpt-4o\"><div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[3px]\"><div class=\"markdown prose dark:prose-invert w-full break-words dark\"><p><strong data-start=\"689\" data-end=\"702\">Industry:<\/strong> Logistics Services<\/p><p><b>Client Profile:<\/b><b><br \/><\/b><span style=\"font-weight: 400;\">A mid-sized logistics company processing ~5,000 invoices\/month using manual entry<\/span><\/p><p><b>Problem:<\/b><b><br \/><\/b><span style=\"font-weight: 400;\">Manual invoice data entry caused:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">High error rates<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">3\u20135 day processing delays<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Limited scalability without adding staff<\/span><\/li><\/ul><p><b>Solution:<\/b><b><br \/><\/b><span style=\"font-weight: 400;\">We built a Smart Invoice Processing Bot using AWS AI\/ML stack:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Invoices uploaded to S3 trigger an automated pipeline<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Textract extracts key fields (invoice number, date, amount, line items)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Lambda + Step Functions format and validate the data<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Output sent as structured JSON to an ERP-compatible API<\/span><\/li><\/ul><p><b>Tech Stack:<\/b><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Amazon Textract<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AWS Lambda<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Step Functions<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Amazon S3<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Amazon DynamoDB (for log\/metadata)<\/span><\/li><\/ul><p><b>Results:<\/b><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">85% reduction in processing time per invoice<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">60% fewer data entry errors<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Improved audit readiness (data logged and searchable)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Fully serverless and scalable<\/span><\/li><\/ul><p><b>Visuals:<\/b><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Architecture diagram<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Before vs. after invoice processing screenshots<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Time savings graph<\/span><\/li><\/ul><\/div><\/div><\/div><\/div><\/div><\/div><\/article>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8fa31fe e-flex e-con-boxed e-con e-parent\" data-id=\"8fa31fe\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7b92d58 e-con-full e-flex e-con e-child\" data-id=\"7b92d58\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-30e7cf8 elementor-widget elementor-widget-image\" data-id=\"30e7cf8\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/sansatechnology.net\/wordpress\/wp-content\/uploads\/2025\/08\/ChatGPT-Image-Aug-1-2025-12_40_14-PM.png\" class=\"attachment-large size-large wp-image-2450\" alt=\"\" \/>\t\t\t\t\t\t\t\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-c6ba6f1 elementor-widget elementor-widget-heading\" data-id=\"c6ba6f1\" data-element_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\">GenAI Knowledge Assistant (RAG Bot)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cfdb9a7 elementor-widget elementor-widget-text-editor\" data-id=\"cfdb9a7\" data-element_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><span style=\"font-weight: 400;\">Reclaiming Hours with GenAI: A Knowledge Assistant Built on AWS<\/span><\/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<div class=\"elementor-element elementor-element-8405e91 e-con-full e-flex e-con e-child\" data-id=\"8405e91\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f3c21b7 elementor-widget elementor-widget-heading\" data-id=\"f3c21b7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">\"This assistant feels like having our policies available on demand \u2014 without the hassle of search.\" \u2013 Director of Compliance<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35e9f28 elementor-widget elementor-widget-text-editor\" data-id=\"35e9f28\" data-element_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<article class=\"text-token-text-primary w-full focus:outline-none scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" tabindex=\"-1\" data-testid=\"conversation-turn-16\" data-scroll-anchor=\"true\" data-turn=\"assistant\"><div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:--spacing(4)] @[37rem]:[--thread-content-margin:--spacing(6)] @[72rem]:[--thread-content-margin:--spacing(16)] px-(--thread-content-margin)\"><div class=\"[--thread-content-max-width:32rem] @[34rem]:[--thread-content-max-width:40rem] @[64rem]:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" tabindex=\"-1\"><div class=\"flex max-w-full flex-col grow\"><div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal [.text-message+&amp;]:mt-5\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"0332cdb7-da65-47a2-9da8-400a198fb14f\" data-message-model-slug=\"gpt-4o\"><div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[3px]\"><div class=\"markdown prose dark:prose-invert w-full break-words dark\"><p><b>Client Profile:<\/b><b><br \/><\/b><span style=\"font-weight: 400;\">A mid-sized healthcare consulting firm with 70+ internal policy documents, SOPs, and compliance manuals.<\/span><\/p><p><b>Problem:<\/b><b><br \/><\/b><span style=\"font-weight: 400;\">Employees wasted significant time searching for information across shared drives, PDFs, and outdated portals. Critical delays were common during audits and client onboarding.<\/span><\/p><p><b>Solution:<\/b><b><br \/><\/b><span style=\"font-weight: 400;\">We built a <\/span><b>GenAI Knowledge Assistant<\/b><span style=\"font-weight: 400;\"> \u2014 a secure, private chatbot that lets employees \u201cask questions\u201d directly from their internal documents.<\/span><\/p><p><span style=\"font-weight: 400;\">Using AWS-native services, we created a Retrieval-Augmented Generation (RAG) system:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Documents are uploaded to S3 and embedded into a vector index.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Questions are processed through <\/span><b>Amazon Bedrock<\/b><span style=\"font-weight: 400;\"> (Claude), referencing indexed content via <\/span><b>OpenSearch<\/b><span style=\"font-weight: 400;\">.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>LangChain<\/b><span style=\"font-weight: 400;\"> handles retrieval logic and context injection.<\/span><\/li><\/ul><p><b>Tech Stack:<\/b><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Amazon S3 (document storage)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Amazon Bedrock (LLM inference)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">OpenSearch (vector store for retrieval)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Lambda + LangChain (RAG orchestration)<\/span><\/li><\/ul><p><b>Results:<\/b><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">90% reduction in \u201cwhere do I find X\u201d questions<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">70% faster internal onboarding<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Enhanced audit response time<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Enabled non-technical teams to access institutional knowledge easily<\/span><\/li><\/ul><p><b>Visuals:<\/b><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Screenshot of chatbot in action<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">RAG pipeline architecture diagram<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Search vs. GenAI response time comparison<\/span><\/li><\/ul><p>\u00a0<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/article>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a38dbea e-flex e-con-boxed e-con e-parent\" data-id=\"a38dbea\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-70aa4c7 e-con-full e-flex e-con e-child\" data-id=\"70aa4c7\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c87bde3 elementor-widget elementor-widget-image\" data-id=\"c87bde3\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/sansatechnology.net\/wordpress\/wp-content\/uploads\/2025\/08\/ChatGPT-Image-Aug-1-2025-12_40_16-PM.png\" class=\"attachment-large size-large wp-image-2451\" alt=\"\" \/>\t\t\t\t\t\t\t\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-9397da5 elementor-widget elementor-widget-heading\" data-id=\"9397da5\" data-element_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\">Customer Churn Predictor<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ef80af6 elementor-widget elementor-widget-text-editor\" data-id=\"ef80af6\" data-element_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><span style=\"font-weight: 400;\">Predicting Customer Churn with ML on AWS: A 20% Boost in Retention Strategy<\/span><\/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<div class=\"elementor-element elementor-element-816d4ff e-con-full e-flex e-con e-child\" data-id=\"816d4ff\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f7c6cd3 elementor-widget elementor-widget-heading\" data-id=\"f7c6cd3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">\"We no longer fly blind \u2014 we know who\u2019s likely to churn and can act in time.\" \u2013 VP of Customer Success<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6535162 elementor-widget elementor-widget-text-editor\" data-id=\"6535162\" data-element_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<article class=\"text-token-text-primary w-full focus:outline-none scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" tabindex=\"-1\" data-testid=\"conversation-turn-16\" data-scroll-anchor=\"true\" data-turn=\"assistant\"><div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:--spacing(4)] @[37rem]:[--thread-content-margin:--spacing(6)] @[72rem]:[--thread-content-margin:--spacing(16)] px-(--thread-content-margin)\"><div class=\"[--thread-content-max-width:32rem] @[34rem]:[--thread-content-max-width:40rem] @[64rem]:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" tabindex=\"-1\"><div class=\"flex max-w-full flex-col grow\"><div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal [.text-message+&amp;]:mt-5\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"0332cdb7-da65-47a2-9da8-400a198fb14f\" data-message-model-slug=\"gpt-4o\"><div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[3px]\"><div class=\"markdown prose dark:prose-invert w-full break-words dark\"><p><b>Title:<\/b><b><br \/><\/b><span style=\"font-weight: 400;\">Predicting Customer Churn with ML on AWS: A 20% Boost in Retention Strategy<\/span><\/p><p><b>Client Profile:<\/b><b><br \/><\/b><span style=\"font-weight: 400;\">A mid-sized B2B SaaS company with 2,000+ paying customers and no proactive churn prevention model.<\/span><\/p><p><b>Problem:<\/b><b><br \/><\/b><span style=\"font-weight: 400;\">Customer success teams lacked visibility into which clients were at risk of leaving. Retention efforts were reactive and often too late.<\/span><\/p><p><b>Solution:<\/b><b><br \/><\/b><span style=\"font-weight: 400;\">We built a <\/span><b>Customer Churn Predictor<\/b><span style=\"font-weight: 400;\"> using AWS AI and Data services. The system ingests product usage, ticket data, and renewal behavior to generate risk scores.<\/span><\/p><p><span style=\"font-weight: 400;\">Key components:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Historical customer behavior data stored in <\/span><b>Redshift<\/b><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data cleaned and prepared with <\/span><b>AWS Glue<\/b><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Churn model trained using <\/span><b>SageMaker Autopilot<\/b><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Risk scores visualized in <\/span><b>QuickSight<\/b><span style=\"font-weight: 400;\"> with filters by segment, tenure, and feature usage<\/span><\/li><\/ul><p><b>Tech Stack:<\/b><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AWS Glue (ETL pipeline)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Amazon Redshift (data warehouse)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">SageMaker Autopilot (model building)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">QuickSight (churn dashboard)<\/span><\/li><\/ul><p><b>Results:<\/b><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">20% increase in proactive save campaigns<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">3.5x improvement in targeting high-risk clients<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Executive visibility into churn trends and triggers<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Delivered within 2 weeks using serverless AWS stack<\/span><\/li><\/ul><p><b>Visuals:<\/b><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">QuickSight churn dashboard<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Feature importance chart<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">SageMaker Autopilot model performance<\/span><\/li><\/ul><\/div><\/div><\/div><\/div><\/div><\/div><\/article>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6c03c5e e-flex e-con-boxed e-con e-parent\" data-id=\"6c03c5e\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-5c1eb83 e-con-full e-flex e-con e-child\" data-id=\"5c1eb83\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cfe377f elementor-widget elementor-widget-image\" data-id=\"cfe377f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/sansatechnology.net\/wordpress\/wp-content\/uploads\/2025\/08\/ChatGPT-Image-Aug-1-2025-12_40_19-PM.png\" class=\"attachment-large size-large wp-image-2452\" alt=\"\" \/>\t\t\t\t\t\t\t\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-6521e3e elementor-widget elementor-widget-heading\" data-id=\"6521e3e\" data-element_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\">AI Proposal Writer<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-83d8505 elementor-widget elementor-widget-text-editor\" data-id=\"83d8505\" data-element_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><span style=\"font-weight: 400;\">Accelerating Sales Cycles with GenAI-Powered Proposal Generation<\/span><\/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<div class=\"elementor-element elementor-element-8ef446d e-con-full e-flex e-con e-child\" data-id=\"8ef446d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0d68420 elementor-widget elementor-widget-heading\" data-id=\"0d68420\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">\"We can now respond to RFPs twice as fast \u2014 and more consistently.\" \u2013 Sales Lead\n<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-924e1e2 elementor-widget elementor-widget-text-editor\" data-id=\"924e1e2\" data-element_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<article class=\"text-token-text-primary w-full focus:outline-none scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" tabindex=\"-1\" data-testid=\"conversation-turn-16\" data-scroll-anchor=\"true\" data-turn=\"assistant\"><div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:--spacing(4)] @[37rem]:[--thread-content-margin:--spacing(6)] @[72rem]:[--thread-content-margin:--spacing(16)] px-(--thread-content-margin)\"><div class=\"[--thread-content-max-width:32rem] @[34rem]:[--thread-content-max-width:40rem] @[64rem]:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" tabindex=\"-1\"><div class=\"flex max-w-full flex-col grow\"><div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal [.text-message+&amp;]:mt-5\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"0332cdb7-da65-47a2-9da8-400a198fb14f\" data-message-model-slug=\"gpt-4o\"><div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[3px]\"><div class=\"markdown prose dark:prose-invert w-full break-words dark\"><p><b>Client Profile:<\/b><b><br \/><\/b><span style=\"font-weight: 400;\">A digital marketing agency writing 15\u201320 custom client proposals per month.<\/span><\/p><p><b>Problem:<\/b><b><br \/><\/b><span style=\"font-weight: 400;\">Sales and pre-sales staff were spending hours copying boilerplate, tweaking language, and formatting pitch decks manually.<\/span><\/p><p><b>Solution:<\/b><b><br \/><\/b><span style=\"font-weight: 400;\">We deployed the <\/span><b>Sansa Proposal Writer<\/b><span style=\"font-weight: 400;\">, which uses:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Amazon Bedrock<\/b><span style=\"font-weight: 400;\"> for Claude\/Mistral text generation<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>DynamoDB<\/b><span style=\"font-weight: 400;\"> to store reusable proposal blocks<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Lambda<\/b><span style=\"font-weight: 400;\"> for prompt injection + output formatting<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Optional <\/span><b>S3-hosted frontend<\/b><span style=\"font-weight: 400;\"> for sales input forms<\/span><\/li><\/ul><p><b>Results:<\/b><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Cut proposal prep time from 3 hours to 20 minutes<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Improved consistency and win rates<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Created a library of \u201cbest-practice\u201d prompts and responses<\/span><\/li><\/ul><\/div><\/div><\/div><\/div><\/div><\/div><\/article>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a2589bc e-flex e-con-boxed e-con e-parent\" data-id=\"a2589bc\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-fd99d04 e-con-full e-flex e-con e-child\" data-id=\"fd99d04\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-745bbe5 elementor-widget elementor-widget-image\" data-id=\"745bbe5\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/sansatechnology.net\/wordpress\/wp-content\/uploads\/2025\/08\/ChatGPT-Image-Aug-1-2025-12_40_20-PM.png\" class=\"attachment-large size-large wp-image-2453\" alt=\"\" \/>\t\t\t\t\t\t\t\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-61a69fd elementor-widget elementor-widget-heading\" data-id=\"61a69fd\" data-element_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\">Ops Forecaster - ML\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e394cfe elementor-widget elementor-widget-text-editor\" data-id=\"e394cfe\" data-element_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><span style=\"font-weight: 400;\">Predicting Equipment Downtime with Sansa Ops Forecaster<\/span><\/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<div class=\"elementor-element elementor-element-97ed1e2 e-con-full e-flex e-con e-child\" data-id=\"97ed1e2\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6851543 elementor-widget elementor-widget-heading\" data-id=\"6851543\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">\"We\u2019ve never been this ahead of problems \u2014 now we\u2019re fixing before failure.\" \u2013 Plant Ops Manager<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c3cf9a7 elementor-widget elementor-widget-text-editor\" data-id=\"c3cf9a7\" data-element_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<article class=\"text-token-text-primary w-full focus:outline-none scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" tabindex=\"-1\" data-testid=\"conversation-turn-16\" data-scroll-anchor=\"true\" data-turn=\"assistant\"><div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:--spacing(4)] @[37rem]:[--thread-content-margin:--spacing(6)] @[72rem]:[--thread-content-margin:--spacing(16)] px-(--thread-content-margin)\"><div class=\"[--thread-content-max-width:32rem] @[34rem]:[--thread-content-max-width:40rem] @[64rem]:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" tabindex=\"-1\"><div class=\"flex max-w-full flex-col grow\"><div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal [.text-message+&amp;]:mt-5\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"0332cdb7-da65-47a2-9da8-400a198fb14f\" data-message-model-slug=\"gpt-4o\"><div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[3px]\"><div class=\"markdown prose dark:prose-invert w-full break-words dark\"><p><b>Client Profile:<\/b><b><br \/><\/b><span style=\"font-weight: 400;\">A regional manufacturer of auto parts with 30+ machines across 4 facilities.<\/span><\/p><p><b>Problem:<\/b><b><br \/><\/b><span style=\"font-weight: 400;\">Unplanned maintenance was causing unexpected downtime, halting production, and increasing costs.<\/span><\/p><p><b>Solution:<\/b><b><br \/><\/b><span style=\"font-weight: 400;\">We implemented the <\/span><b>Sansa Ops Forecaster<\/b><span style=\"font-weight: 400;\">, a predictive maintenance accelerator using:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Simulated sensor logs ingested via <\/span><b>IoT Core<\/b><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data storage in <\/span><b>S3<\/b><span style=\"font-weight: 400;\"> and transformation via <\/span><b>Glue<\/b><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Model training in <\/span><b>SageMaker<\/b><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Real-time risk dashboard in <\/span><b>QuickSight<\/b><\/li><\/ul><p><b>Results:<\/b><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">25% reduction in unplanned downtime<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Shift from reactive to preventive maintenance<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Management visibility into machine-level risk scores<\/span><\/li><\/ul><\/div><\/div><\/div><\/div><\/div><\/div><\/article>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6813134 e-flex e-con-boxed e-con e-parent\" data-id=\"6813134\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-46027ef e-con-full e-flex e-con e-child\" data-id=\"46027ef\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b0f9133 elementor-widget elementor-widget-image\" data-id=\"b0f9133\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/sansatechnology.net\/wordpress\/wp-content\/uploads\/2025\/08\/ChatGPT-Image-Aug-1-2025-01_03_10-PM.png\" class=\"attachment-large size-large wp-image-2454\" alt=\"\" \/>\t\t\t\t\t\t\t\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-4e33af7 elementor-widget elementor-widget-heading\" data-id=\"4e33af7\" data-element_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\">Scalable Data Lake on AWS<\/h2>\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-1136b34 e-con-full e-flex e-con e-child\" data-id=\"1136b34\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aa449c8 elementor-widget elementor-widget-heading\" data-id=\"aa449c8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">\u201cSansa\u2019s AWS expertise transformed our data infrastructure. What used to take hours now happens in minutes\u2014our clients are seeing insights faster than ever.\u201d<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-11186b5 elementor-widget elementor-widget-text-editor\" data-id=\"11186b5\" data-element_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<article class=\"text-token-text-primary w-full focus:outline-none scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" tabindex=\"-1\" data-testid=\"conversation-turn-16\" data-scroll-anchor=\"true\" data-turn=\"assistant\"><div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:--spacing(4)] @[37rem]:[--thread-content-margin:--spacing(6)] @[72rem]:[--thread-content-margin:--spacing(16)] px-(--thread-content-margin)\"><div class=\"[--thread-content-max-width:32rem] @[34rem]:[--thread-content-max-width:40rem] @[64rem]:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" tabindex=\"-1\"><div class=\"flex max-w-full flex-col grow\"><div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal [.text-message+&amp;]:mt-5\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"0332cdb7-da65-47a2-9da8-400a198fb14f\" data-message-model-slug=\"gpt-4o\"><div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[3px]\"><div class=\"markdown prose dark:prose-invert w-full break-words dark\"><p data-start=\"689\" data-end=\"1030\"><strong data-start=\"689\" data-end=\"702\">Industry:<\/strong> IT Services<br data-start=\"714\" data-end=\"717\" \/><strong data-start=\"717\" data-end=\"731\">Challenge:<\/strong> Rapidly growing client data made reporting slow and expensive.<br data-start=\"794\" data-end=\"797\" \/><strong data-start=\"797\" data-end=\"810\">Solution:<\/strong><br data-start=\"810\" data-end=\"813\" \/>Sansa implemented a modern data lake architecture using <strong data-start=\"869\" data-end=\"882\">Amazon S3<\/strong>, <strong data-start=\"884\" data-end=\"896\">AWS Glue<\/strong>, and <strong data-start=\"902\" data-end=\"912\">Athena<\/strong> for serverless querying. We automated ETL pipelines and reduced data latency from hours to minutes.<br data-start=\"1012\" data-end=\"1015\" \/><strong data-start=\"1015\" data-end=\"1028\">Outcomes:<\/strong><\/p><ul data-start=\"1031\" data-end=\"1175\"><li data-start=\"1031\" data-end=\"1066\"><p data-start=\"1033\" data-end=\"1066\">80% reduction in reporting time<\/p><\/li><li data-start=\"1067\" data-end=\"1112\"><p data-start=\"1069\" data-end=\"1112\">Costs cut by 60% with pay-per-query model<\/p><\/li><li data-start=\"1113\" data-end=\"1175\"><p data-start=\"1115\" data-end=\"1175\">Enabled near real-time insights and new analytics services<\/p><\/li><\/ul><\/div><\/div><\/div><\/div><\/div><\/div><\/article>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-295e1ee e-flex e-con-boxed e-con e-parent\" data-id=\"295e1ee\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-bd757cb e-con-full e-flex e-con e-child\" data-id=\"bd757cb\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8092320 elementor-widget elementor-widget-image\" data-id=\"8092320\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/sansatechnology.net\/wordpress\/wp-content\/uploads\/2025\/08\/ChatGPT-Image-Aug-1-2025-01_07_29-PM.png\" class=\"attachment-large size-large wp-image-2466\" alt=\"\" \/>\t\t\t\t\t\t\t\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-3e3e178 elementor-widget elementor-widget-heading\" data-id=\"3e3e178\" data-element_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\">AI-Powered Compliance Engine<\/h2>\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-d35e8b8 e-con-full e-flex e-con e-child\" data-id=\"d35e8b8\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-47244f7 elementor-widget elementor-widget-heading\" data-id=\"47244f7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">\u201cWith Sansa\u2019s AI-powered solution on AWS, we automated compliance checks with near-perfect accuracy. It\u2019s been a game-changer for both speed and risk reduction.\u201d<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e48f5ee elementor-widget elementor-widget-text-editor\" data-id=\"e48f5ee\" data-element_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<article class=\"text-token-text-primary w-full focus:outline-none scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" tabindex=\"-1\" data-testid=\"conversation-turn-16\" data-scroll-anchor=\"true\" data-turn=\"assistant\"><div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:--spacing(4)] @[37rem]:[--thread-content-margin:--spacing(6)] @[72rem]:[--thread-content-margin:--spacing(16)] px-(--thread-content-margin)\"><div class=\"[--thread-content-max-width:32rem] @[34rem]:[--thread-content-max-width:40rem] @[64rem]:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" tabindex=\"-1\"><div class=\"flex max-w-full flex-col grow\"><div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal [.text-message+&amp;]:mt-5\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"0332cdb7-da65-47a2-9da8-400a198fb14f\" data-message-model-slug=\"gpt-4o\"><div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[3px]\"><div class=\"markdown prose dark:prose-invert w-full break-words dark\"><p data-start=\"1233\" data-end=\"1622\"><strong data-start=\"1233\" data-end=\"1246\">Industry:<\/strong> Healthcare Technology<br data-start=\"1268\" data-end=\"1271\" \/><strong data-start=\"1271\" data-end=\"1285\">Challenge:<\/strong> Manual regulatory document processing and high risk of non-compliance.<br data-start=\"1356\" data-end=\"1359\" \/><strong data-start=\"1359\" data-end=\"1372\">Solution:<\/strong><br data-start=\"1372\" data-end=\"1375\" \/>Built an AI-powered document intelligence solution using <strong data-start=\"1432\" data-end=\"1451\">Amazon Textract<\/strong>, <strong data-start=\"1453\" data-end=\"1475\">Comprehend Medical<\/strong>, and <strong data-start=\"1481\" data-end=\"1494\">SageMaker<\/strong> for classification and extraction. Integrated with secure <strong data-start=\"1553\" data-end=\"1567\">Amazon VPC<\/strong> and encryption for HIPAA compliance.<br data-start=\"1604\" data-end=\"1607\" \/><strong data-start=\"1607\" data-end=\"1620\">Outcomes:<\/strong><\/p><ul data-start=\"1623\" data-end=\"1717\"><li data-start=\"1623\" data-end=\"1660\"><p data-start=\"1625\" data-end=\"1660\">90% automation of document review<\/p><\/li><li data-start=\"1661\" data-end=\"1682\"><p data-start=\"1663\" data-end=\"1682\">99% data accuracy<\/p><\/li><li data-start=\"1683\" data-end=\"1717\"><p data-start=\"1685\" data-end=\"1717\">Reduced audit prep time by 70%<\/p><\/li><\/ul><\/div><\/div><\/div><\/div><\/div><\/div><\/article>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3480603 e-flex e-con-boxed e-con e-parent\" data-id=\"3480603\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3740935 e-con-full e-flex e-con e-child\" data-id=\"3740935\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3616726 elementor-widget elementor-widget-image\" data-id=\"3616726\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/sansatechnology.net\/wordpress\/wp-content\/uploads\/2025\/08\/ChatGPT-Image-Aug-1-2025-01_09_17-PM.png\" class=\"attachment-large size-large wp-image-2468\" alt=\"\" \/>\t\t\t\t\t\t\t\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-4dc0e29 elementor-widget elementor-widget-heading\" data-id=\"4dc0e29\" data-element_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\">Serverless Customer Feedback Analytics<\/h2>\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-7583701 e-con-full e-flex e-con e-child\" data-id=\"7583701\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-487310e elementor-widget elementor-widget-heading\" data-id=\"487310e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">\u201cSansa delivered a serverless solution that scaled seamlessly with our survey load. Their integration of GenAI on AWS gave us insights we never thought possible.\u201d<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-420d5af elementor-widget elementor-widget-text-editor\" data-id=\"420d5af\" data-element_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<article class=\"text-token-text-primary w-full focus:outline-none scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" tabindex=\"-1\" data-testid=\"conversation-turn-16\" data-scroll-anchor=\"true\" data-turn=\"assistant\"><div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:--spacing(4)] @[37rem]:[--thread-content-margin:--spacing(6)] @[72rem]:[--thread-content-margin:--spacing(16)] px-(--thread-content-margin)\"><div class=\"[--thread-content-max-width:32rem] @[34rem]:[--thread-content-max-width:40rem] @[64rem]:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" tabindex=\"-1\"><div class=\"flex max-w-full flex-col grow\"><div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal [.text-message+&amp;]:mt-5\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"0332cdb7-da65-47a2-9da8-400a198fb14f\" data-message-model-slug=\"gpt-4o\"><div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[3px]\"><div class=\"markdown prose dark:prose-invert w-full break-words dark\"><p data-start=\"1788\" data-end=\"2105\"><strong data-start=\"1788\" data-end=\"1801\">Industry:<\/strong> SaaS \/ Research<br data-start=\"1817\" data-end=\"1820\" \/><strong data-start=\"1820\" data-end=\"1834\">Challenge:<\/strong> Inability to handle variable loads for survey analytics and sentiment detection.<br data-start=\"1915\" data-end=\"1918\" \/><strong data-start=\"1918\" data-end=\"1931\">Solution:<\/strong><br data-start=\"1931\" data-end=\"1934\" \/>Deployed a serverless analytics engine using <strong data-start=\"1979\" data-end=\"1993\">AWS Lambda<\/strong>, <strong data-start=\"1995\" data-end=\"2013\">Amazon Kinesis<\/strong>, and <strong data-start=\"2019\" data-end=\"2030\">Bedrock<\/strong> for generative insights from open-text survey responses.<br data-start=\"2087\" data-end=\"2090\" \/><strong data-start=\"2090\" data-end=\"2103\">Outcomes:<\/strong><\/p><ul data-start=\"2106\" data-end=\"2240\"><li data-start=\"2106\" data-end=\"2158\"><p data-start=\"2108\" data-end=\"2158\">Auto-scalable platform for millions of responses<\/p><\/li><li data-start=\"2159\" data-end=\"2188\"><p data-start=\"2161\" data-end=\"2188\">5x faster time-to-insight<\/p><\/li><li data-start=\"2189\" data-end=\"2240\"><p data-start=\"2191\" data-end=\"2240\">Added new monetized GenAI features in &lt; 90 days<\/p><\/li><\/ul><\/div><\/div><\/div><\/div><\/div><\/div><\/article>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ff88138 e-flex e-con-boxed e-con e-parent\" data-id=\"ff88138\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7b1b902 e-con-full e-flex e-con e-child\" data-id=\"7b1b902\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ac65a85 elementor-widget elementor-widget-image\" data-id=\"ac65a85\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/sansatechnology.net\/wordpress\/wp-content\/uploads\/2025\/08\/ChatGPT-Image-Aug-1-2025-01_11_50-PM.png\" class=\"attachment-large size-large wp-image-2469\" alt=\"\" \/>\t\t\t\t\t\t\t\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-f6fa2b5 elementor-widget elementor-widget-heading\" data-id=\"f6fa2b5\" data-element_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\">Cloud Migration for Legacy ERP<\/h2>\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-34f06ed e-con-full e-flex e-con e-child\" data-id=\"34f06ed\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7d1cbb7 elementor-widget elementor-widget-heading\" data-id=\"7d1cbb7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">\u201cSansa executed a flawless ERP migration to AWS\u2014no downtime, full functionality, and better performance than our on-prem setup ever delivered.\u201d<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8926ab8 elementor-widget elementor-widget-text-editor\" data-id=\"8926ab8\" data-element_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<article class=\"text-token-text-primary w-full focus:outline-none scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" tabindex=\"-1\" data-testid=\"conversation-turn-16\" data-scroll-anchor=\"true\" data-turn=\"assistant\"><div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:--spacing(4)] @[37rem]:[--thread-content-margin:--spacing(6)] @[72rem]:[--thread-content-margin:--spacing(16)] px-(--thread-content-margin)\"><div class=\"[--thread-content-max-width:32rem] @[34rem]:[--thread-content-max-width:40rem] @[64rem]:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" tabindex=\"-1\"><div class=\"flex max-w-full flex-col grow\"><div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal [.text-message+&amp;]:mt-5\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"0332cdb7-da65-47a2-9da8-400a198fb14f\" data-message-model-slug=\"gpt-4o\"><div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[3px]\"><div class=\"markdown prose dark:prose-invert w-full break-words dark\"><p data-start=\"2313\" data-end=\"2645\"><strong data-start=\"2313\" data-end=\"2326\">Industry:<\/strong> Logistics &amp; Supply Chain<br data-start=\"2351\" data-end=\"2354\" \/><strong data-start=\"2354\" data-end=\"2368\">Challenge:<\/strong> On-prem ERP created operational bottlenecks and poor remote access.<br data-start=\"2436\" data-end=\"2439\" \/><strong data-start=\"2439\" data-end=\"2452\">Solution:<\/strong><br data-start=\"2452\" data-end=\"2455\" \/>Executed a lift-and-shift migration to <strong data-start=\"2494\" data-end=\"2508\">Amazon EC2<\/strong> and <strong data-start=\"2513\" data-end=\"2520\">RDS<\/strong>, followed by containerization of ERP services using <strong data-start=\"2573\" data-end=\"2588\">ECS Fargate<\/strong> and VPN access via <strong data-start=\"2608\" data-end=\"2626\">AWS Client VPN<\/strong>.<br data-start=\"2627\" data-end=\"2630\" \/><strong data-start=\"2630\" data-end=\"2643\">Outcomes:<\/strong><\/p><ul data-start=\"2646\" data-end=\"2741\"><li data-start=\"2646\" data-end=\"2663\"><p data-start=\"2648\" data-end=\"2663\">40% lower TCO<\/p><\/li><li data-start=\"2664\" data-end=\"2704\"><p data-start=\"2666\" data-end=\"2704\">Enhanced uptime and remote usability<\/p><\/li><li data-start=\"2705\" data-end=\"2741\"><p data-start=\"2707\" data-end=\"2741\">Zero disruption during migration<\/p><\/li><\/ul><\/div><\/div><\/div><\/div><\/div><\/div><\/article>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ca57bcf e-flex e-con-boxed e-con e-parent\" data-id=\"ca57bcf\" data-element_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-6d6561c e-con-full e-flex e-con e-child\" data-id=\"6d6561c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-89c2085 elementor-widget elementor-widget-heading\" data-id=\"89c2085\" data-element_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\">Ready to Start Your AWS Success Story?<\/h2>\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-ff44043 e-con-full e-flex e-con e-child\" data-id=\"ff44043\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-65df43c elementor-widget elementor-widget-button\" data-id=\"65df43c\" data-element_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:\/\/sansatechnology.net\/wordpress\/contact\/\">\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\">Book a Free Discovery call<\/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<\/div>\n\t\t<div class=\"elementor-element elementor-element-d770789 e-con-full e-flex e-con e-child\" data-id=\"d770789\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-076e575 elementor-button-danger elementor-widget elementor-widget-button\" data-id=\"076e575\" data-element_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:\/\/sansatechnology.net\/wordpress\/contact\/\">\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\">Contact Us!<\/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<\/div>\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>AWS Success Stories with Sansa Technology Powering Innovation, Scalability, and Resilience through Our AWS Expertise As an AWS Partner, Sansa Technology empowers organizations to scale intelligently, modernize infrastructure, and deliver AI and data-driven innovation. Explore a few of our recent success stories showcasing the impact of our AWS-led solutions across industries. Smart Invoice Processing Bot [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":2438,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_surecart_dashboard_logo_width":"180px","_surecart_dashboard_show_logo":true,"_surecart_dashboard_navigation_orders":true,"_surecart_dashboard_navigation_invoices":true,"_surecart_dashboard_navigation_subscriptions":true,"_surecart_dashboard_navigation_downloads":true,"_surecart_dashboard_navigation_billing":true,"_surecart_dashboard_navigation_account":true,"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"disabled","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"enabled","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-2448","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AWS Success Stories - Sansa Technology<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sansatechnology.net\/wordpress\/partnership\/aws-partnership\/aws-partnership-2\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AWS Success Stories - Sansa Technology\" \/>\n<meta property=\"og:description\" content=\"AWS Success Stories with Sansa Technology Powering Innovation, Scalability, and Resilience through Our AWS Expertise As an AWS Partner, Sansa Technology empowers organizations to scale intelligently, modernize infrastructure, and deliver AI and data-driven innovation. 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