{"id":3734,"date":"2026-06-08T13:17:03","date_gmt":"2026-06-08T18:17:03","guid":{"rendered":"https:\/\/cloudamize.com\/?p=3734"},"modified":"2026-06-08T13:21:16","modified_gmt":"2026-06-08T18:21:16","slug":"how-ingram-micro-replaced-migration-guesswork-with-real-environment-data","status":"publish","type":"post","link":"https:\/\/cloudamize.com\/en\/how-ingram-micro-replaced-migration-guesswork-with-real-environment-data\/","title":{"rendered":"How Ingram Micro Replaced Migration Guesswork with Real Environment Data"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Cloud migrations fail when they&#8217;re built on assumptions. When application dependencies are mapped manually, when TCO estimates come from spreadsheets rather than instrumented infrastructure, and when migration waves are sequenced by instinct rather than connectivity data, risk accumulates quietly until it surfaces at the worst possible moment.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">That&#8217;s the scenario an Ingram Micro end customer was working hard to avoid. Facing a large, highly interdependent on-premises environment and a mandate to move to AWS, the team needed more than a migration plan. They needed a plan they could actually trust.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Without that level of visibility, planning would have depended too heavily on assumptions rather than operational data.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">The challenge: three gaps, one complex environment<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Before a single workload could move, three critical questions needed answers, and the existing environment made each one hard to answer well.<\/span><\/p>\n<p><b>1. COST VISIBILITY<\/b><\/p>\n<p><span style=\"font-weight: 400;\">The customer lacked a clear picture of current total cost of ownership and had no reliable projection of what the equivalent workloads would cost on AWS. Without that financial baseline, it was impossible to build a business case or validate the economics of migration.<\/span><\/p>\n<p><b>2. APPLICATION DEPENDENCY MAPPING<\/b><\/p>\n<p><span style=\"font-weight: 400;\">The environment contained many interconnected applications and servers. Understanding which workloads were tightly coupled \u2014 and which could be decoupled safely \u2014 was essential for avoiding failures mid-migration. That understanding simply didn&#8217;t exist at the required level of detail.<\/span><\/p>\n<p><b>3. MIGRATION SEQUENCING<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Even with dependency data, organizing workloads into realistic, low-risk migration waves requires a systematic approach. The team needed a way to separate non-production from production migrations, identify which applications needed to move together, and sequence everything in an order that minimized downstream disruption.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">The solution: Cloudamize across two AWS program phases<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Cloudamize&#8217;s DISCOVER, ANALYZE, and PLAN capabilities were deployed across both the OLA \/ Cloud Viability Assessment and MAP Assess phases, turning raw environment data into actionable migration intelligence.<\/span><\/p>\n<p><b>OLA \/ CLOUD VIABILITY ASSESSMENT<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Established initial TCO baseline from actual environment metrics<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Generated projected AWS cost model for future-state financial planning<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Gave the customer credible data to support the business case<\/span><\/li>\n<\/ul>\n<p><b>MAP ASSESS PHASE<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Application grouping, R-factor analysis, and wave planning<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Real-time visualization of server-level incoming and outgoing connections<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Live dependency validation with customer stakeholders during working sessions<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Identification of migration-critical interdependencies across the estate<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">The PLAN feature proved especially valuable. Rather than drawing dependency maps after the fact, the team could search for specific servers during live working sessions and immediately visualize how they connected to the rest of the environment. That real-time capability meant the customer could validate assumptions on the spot, and adjust migration groupings based on what the data actually showed.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">The outcome: from assessment to mobilization<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Cloudamize played a direct role in making both AWS program phases successful and contributed to a smooth transition from assessment into active migration execution.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The customer is now running a multi-month migration program. Non-production workloads are moving first, with production migrations sequenced in later waves \u2014 an approach made possible by the dependency intelligence and wave planning the platform provided during assessment.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Beyond the tactical execution, the platform delivered something harder to quantify but equally important: confidence. Executives and project teams alike had a clear line of sight from discovery through assessment to mobilization. Instead of a generic migration plan, they had a phased roadmap grounded in actual workload characteristics, connectivity patterns, and modernization readiness indicators.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For a customer with highly interdependent applications, dependency visibility was critical in determining the first several migration waves.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">What this means for complex migration programs<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">The Ingram Micro engagement illustrates something that comes up repeatedly in large-scale cloud migrations: the difference between a plan that looks right and a plan that holds up under execution pressure. The former is built on assumptions. The latter is built on data.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">When applications are highly interdependent, the cost of a wrong sequencing decision compounds. A workload that moves before its dependencies are ready can cascade failures across multiple teams and timelines. Cloudamize&#8217;s value in this engagement wasn&#8217;t just efficiency, it was de-risking a program that couldn&#8217;t afford to get sequencing wrong.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">That&#8217;s the case for data-driven migration planning. Not as a nice-to-have, but as the foundation that makes everything downstream more reliable.<\/span><\/p>\n<p><a href=\"http:\/\/cloudamize.com\/wp-content\/uploads\/2026\/06\/IngramMicro_CaseStudy.pdf\" target=\"_blank\" rel=\"noopener\"><strong>Download the Case Study<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Cloud migrations fail when they&#8217;re built on assumptions. When application dependencies are mapped manually, when TCO estimates come from spreadsheets rather than&#8230;<\/p>\n","protected":false},"author":95,"featured_media":3746,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[49],"tags":[],"class_list":["post-3734","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-studies"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data-Driven AWS Migration Planning | Cloudamize + Ingram Micro<\/title>\n<meta name=\"description\" content=\"How do you migrate a highly interdependent application environment to AWS? With real data. 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