{"id":60159,"date":"2026-05-08T16:15:35","date_gmt":"2026-05-08T16:15:35","guid":{"rendered":"https:\/\/dmi5324.dotlogicstest.com\/?post_type=case-study&#038;p=60159"},"modified":"2026-06-15T08:30:24","modified_gmt":"2026-06-15T08:30:24","slug":"enhancing-voice-ai-performance-through-human-led-multilingual-qa","status":"publish","type":"case-study","link":"https:\/\/dmi5324.dotlogicstest.com\/pl\/case-study\/enhancing-voice-ai-performance-through-human-led-multilingual-qa\/","title":{"rendered":"Enhancing Voice AI Performance Through Human-Led Multilingual QA\u00a0"},"content":{"rendered":"<p>&nbsp;<\/p>\n<h3><span data-contrast=\"auto\">Discover how DATAmundi delivered human-led multilingual data QA to enhance and increase performance for AI and voice systems for a Fortune 100 ML operations team.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/h3>\n<p>&nbsp;<\/p>\n<table data-tablestyle=\"Custom\" data-tablelook=\"0\" aria-rowcount=\"1\">\n<tbody>\n<tr aria-rowindex=\"1\">\n<td data-celllook=\"69905\">\n<h3 style=\"text-align: center;\"><b><span data-contrast=\"none\">40+<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559739&quot;:40,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<h3 style=\"text-align: center;\"><span data-contrast=\"none\">Languages per Project<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<\/td>\n<td style=\"text-align: center;\" data-celllook=\"69905\">\n<h3><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<\/td>\n<td style=\"text-align: center;\" data-celllook=\"69905\">\n<h3><b><span data-contrast=\"none\">95-97%<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559739&quot;:40,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<h3><span data-contrast=\"none\">Quality\u00a0Benchmarks<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<\/td>\n<td style=\"text-align: center;\" data-celllook=\"69905\">\n<h3><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<\/td>\n<td data-celllook=\"69905\">\n<h3 style=\"text-align: center;\"><b><span data-contrast=\"none\">3+<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559739&quot;:40,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<h3 style=\"text-align: center;\"><span data-contrast=\"none\">Projects Delivered<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<h2 aria-level=\"1\"><b><span data-contrast=\"none\">The Client<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;134245529&quot;:false,&quot;201341983&quot;:0,&quot;335559738&quot;:400,&quot;335559739&quot;:160,&quot;335559740&quot;:240,&quot;335572079&quot;:4,&quot;335572080&quot;:6,&quot;335572081&quot;:7024203,&quot;469789806&quot;:&quot;single&quot;}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"none\">Our client is the centralized machine learning\u00a0(ML)\u00a0operations team of a global Fortune 100 technology company, a function that consolidates<strong>\u00a0<\/strong><\/span><strong><a href=\"https:\/\/dmi5324.dotlogicstest.com\/ai-data-services\/\">data annotation<\/a><\/strong><span data-contrast=\"none\">, labelling, and quality control requirements from across the\u00a0client&#8217;s AI and voice technology divisions. With a large pool of internal annotation teams and external production vendors, the client relies on specialist\u00a0data solution\u00a0partners to maintain the quality and integrity of their datasets before they feed into live machine learning systems.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:100,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">DATAmundi\u00a0is\u00a0retained as a key\u00a0data\u00a0solutions\u00a0and\u00a0quality control partner\u00a0for this program,\u00a0continuing to solidify\u00a0a\u00a05+ year relationship with the client.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:100,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:200,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h2><b><span data-contrast=\"none\">The Brief<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;134245529&quot;:false,&quot;201341983&quot;:0,&quot;335559738&quot;:400,&quot;335559739&quot;:160,&quot;335559740&quot;:240,&quot;335572079&quot;:4,&quot;335572080&quot;:6,&quot;335572081&quot;:7024203,&quot;469789806&quot;:&quot;single&quot;}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"none\">The client required\u00a0<\/span><strong><a href=\"https:\/\/dmi5324.dotlogicstest.com\/ai-data-services\/\">quality control services<\/a><\/strong><span data-contrast=\"none\"><strong>\u00a0<\/strong>for a series of machine learning data projects, each involving AI-generated utterances produced, annotated, or recorded by internal teams or third-party vendors. Work\u00a0spanned:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:100,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Reviewing AI-generated utterances\u00a0<\/span><\/b><span data-contrast=\"none\">against detailed project guidelines to assess accuracy and compliance.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:100,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Evaluating recordings and transcriptions\u00a0<\/span><\/b><span data-contrast=\"none\">for quality, consistency, and fidelity to the client&#8217;s specifications.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Flagging low-quality or non-compliant outputs\u00a0<\/span><\/b><span data-contrast=\"none\">for\u00a0rework and\u00a0providing structured QC reports in the client&#8217;s required format.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u25cf&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Managing 40+ languages per project,\u00a0<\/span><\/b><span data-contrast=\"none\">spanning European, South Asian, Nordic, Middle Eastern, and other language families.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span data-contrast=\"none\">Work took place within the client&#8217;s proprietary annotation platform.\u00a0As the client\u2019s\u00a0ML\u00a0projects\u00a0were\u00a0global, this\u00a0required\u00a0sourcing and managing a multilingual\u00a0workforce\u00a0of linguists and AI contributors. Due to the complexity of the ML projects, each had complex guidelines \u2013 approx. 50 pages \u2013 with requirements shifting. This meant continually simplifying and\u00a0updating the workforce.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:100,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Quality underpinned everything with<strong>\u00a0<\/strong><\/span><strong><a href=\"https:\/\/dmi5324.dotlogicstest.com\/language-services\/linguistic-quality-assurance\/\">quality benchmarks<\/a><\/strong><span data-contrast=\"none\"><strong>\u00a0<\/strong>of 95-97% acceptance rates.\u00a0<\/span><span data-contrast=\"none\">DATAmundi held full accountability for quality\u00a0a<\/span><span data-contrast=\"none\">cross 40+ languages\u00a0(per project),\u00a0sourcing and verifying\u00a0from\u00a0the<strong>\u00a0<\/strong><\/span><strong><a href=\"https:\/\/datatalent.ai\/\">DATAtalent<\/a><\/strong><span data-contrast=\"none\"><strong>\u00a0<\/strong>network\u00a0to ensure\u00a0the right\u00a0talent\u00a0for\u00a0each engagement.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:100,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:200,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h2 aria-level=\"1\"><b><span data-contrast=\"none\">How DATAmundi Met the Client\u2019s Requirements<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;134245529&quot;:false,&quot;201341983&quot;:0,&quot;335559738&quot;:400,&quot;335559739&quot;:160,&quot;335559740&quot;:240,&quot;335572079&quot;:4,&quot;335572080&quot;:6,&quot;335572081&quot;:7024203,&quot;469789806&quot;:&quot;single&quot;}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"none\">DATAmundi addressed each\u00a0data\u00a0project\u00a0through a combination of operational discipline,\u00a0talent\u00a0management, and adaptive process design.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:100,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Every new project began with a structured onboarding session.\u00a0<\/span><span data-contrast=\"none\">DATAmundi held a kickoff call with the client to walk through the platform configuration for\u00a0each\u00a0specific project. This session was recorded and shared with all\u00a0contributors\u00a0as their primary orientation resource, ensuring\u00a0consistent\u00a0understanding from day one.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:100,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559738&quot;:100,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">DATAmundi&#8217;s\u00a0QA\u00a0Leads\u00a0distilled\u00a050-page\u00a0guidelines\u00a0into concise working briefs.\u00a0<\/span><span data-contrast=\"none\">Contributors\u00a0received a prioritized set of key checks and decision rules, with\u00a0full\u00a0guidelines available for edge cases.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:100,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-ccp-props=\"{&quot;335559685&quot;:720}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"none\">DATAmundi built a pre-submission review step into its workflow.\u00a0<\/span><span data-contrast=\"none\">Contributors\u00a0were instructed not to submit completed jobs directly.\u00a0They notified the QA\u00a0lead upon completion so the team could review before delivery\u00a0to the client\u2019s platform.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:100,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-ccp-props=\"{&quot;335559685&quot;:720}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"none\">When early\u00a0quality\u00a0checks indicated the production vendor&#8217;s output was falling short, DATAmundi halted rather than continued.\u00a0<\/span><span data-contrast=\"none\">At 20-30% completion, the\u00a0DATAmundi\u00a0team raised the issue with the client and requested remediation before proceeding. This proactive quality flagging protected the integrity of the final dataset.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:100,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-ccp-props=\"{&quot;335559685&quot;:720}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"5\" data-aria-level=\"1\"><span data-contrast=\"none\">DATAmundi built and maintained a<strong>\u00a0<\/strong><\/span><strong><a href=\"https:\/\/dmi5324.dotlogicstest.com\/ai-data-services\/resource-management\/\">contributor<\/a><\/strong><span data-contrast=\"auto\"><strong>\u00a0<\/strong>talent pool<\/span><b><span data-contrast=\"none\">\u00a0<\/span><\/b><span data-contrast=\"none\">of linguists\u00a0capable of covering 40+ languages simultaneously.\u00a0<\/span><span data-contrast=\"none\">This included less common languages, such as Hebrew, Arabic, Nordic dialects, and South Asian languages.\u00a0Test jobs were used to\u00a0assess capability on new tool configurations before full deployment, minimizing rework and ensuring only qualified contributor\u00a0linguists\u00a0were assigned to live tasks.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:100,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:200,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h2 aria-level=\"1\"><b><span data-contrast=\"none\">The Results<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;134245529&quot;:false,&quot;201341983&quot;:0,&quot;335559738&quot;:400,&quot;335559739&quot;:160,&quot;335559740&quot;:240,&quot;335572079&quot;:4,&quot;335572080&quot;:6,&quot;335572081&quot;:7024203,&quot;469789806&quot;:&quot;single&quot;}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"none\">DATAmundi consistently met quality thresholds and delivery expectations,\u00a0measured by operational metrics:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:100,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:200,&quot;335559739&quot;:200,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<table data-tablestyle=\"Custom\" data-tablelook=\"0\" aria-rowcount=\"7\">\n<tbody>\n<tr aria-rowindex=\"1\">\n<td data-celllook=\"69905\">\n<h4><b><span data-contrast=\"none\">Metric<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h4>\n<\/td>\n<td data-celllook=\"69905\">\n<h4><b><span data-contrast=\"none\">Result<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h4>\n<\/td>\n<\/tr>\n<tr aria-rowindex=\"2\">\n<td data-celllook=\"69905\"><strong>Languages covered per project\u00a0<\/strong><\/td>\n<td data-celllook=\"69905\"><strong>36-40+ languages\u00a0<\/strong><\/td>\n<\/tr>\n<tr aria-rowindex=\"3\">\n<td data-celllook=\"69905\"><strong>Quality benchmark\u00a0<\/strong><\/td>\n<td data-celllook=\"69905\"><strong>95-97% acceptance threshold\u00a0<\/strong><\/td>\n<\/tr>\n<tr aria-rowindex=\"4\">\n<td data-celllook=\"69905\"><strong>Quality benchmarks met\u00a0<\/strong><\/td>\n<td data-celllook=\"69905\"><strong>Yes, consistently across all projects\u00a0<\/strong><\/td>\n<\/tr>\n<tr aria-rowindex=\"5\">\n<td data-celllook=\"69905\"><strong>Quality escalations\u00a0<\/strong><\/td>\n<td data-celllook=\"69905\"><strong>None\u00a0<\/strong><\/td>\n<\/tr>\n<tr aria-rowindex=\"6\">\n<td data-celllook=\"69905\"><strong>QC projects delivered\u00a0<\/strong><\/td>\n<td data-celllook=\"69905\"><strong>3+ (ongoing engagement)\u00a0<\/strong><\/td>\n<\/tr>\n<tr aria-rowindex=\"7\">\n<td data-celllook=\"69905\"><strong>Volume (recordings \/ tasks)\u00a0<\/strong><\/td>\n<td data-celllook=\"69905\"><strong>Approx 10000 tasks\/lang\u00a0\u00a0<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:200,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h2 aria-level=\"1\"><b><span data-contrast=\"none\">The Business Impact<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;134245529&quot;:false,&quot;201341983&quot;:0,&quot;335559738&quot;:400,&quot;335559739&quot;:160,&quot;335559740&quot;:240,&quot;335572079&quot;:4,&quot;335572080&quot;:6,&quot;335572081&quot;:7024203,&quot;469789806&quot;:&quot;single&quot;}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"none\">By combining rigorous process discipline with\u00a0multilingual expertise, DATAmundi\u00a0enables\u00a0the client&#8217;s ML operations team to meet its internal quality commitments at scale,\u00a0on an ongoing basis,\u00a0without compromising on accuracy or turnaround.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:100,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">The engagement also demonstrates DATAmundi&#8217;s\u00a0ability to adapt for\u00a0custom needs\u00a0and scale quickly.\u00a0For ML teams managing large, complex\u00a0<\/span><strong><a href=\"https:\/\/dmi5324.dotlogicstest.com\/ai-data-services\/\">annotation pipelines<\/a><\/strong><span data-contrast=\"none\"><strong>\u00a0<\/strong>across multiple vendors, this kind of\u00a0trusted\u00a0QC partnership\u00a0&#8211;\u00a0one that\u00a0delivers increased ML model performance\u00a0while absorbing operational complexity\u00a0&#8211;\u00a0is difficult to replicate.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:100,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Learn more about\u00a0<\/span><a href=\"https:\/\/dmi5324.dotlogicstest.com\/ai-data-services\/\"><span data-contrast=\"none\"><strong>DATAmundi&#8217;s\u00a0AI Data Services<\/strong><\/span><\/a><span data-contrast=\"none\">\u00a0or\u00a0<\/span><strong><a href=\"https:\/\/dmi5324.dotlogicstest.com\/contact\/\">get in touch<\/a><\/strong><span data-contrast=\"none\"><strong>\u00a0<\/strong>to discuss your project.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Discover how DATAmundi delivered human-led multilingual data QA to enhance and increase performance for AI and voice systems for a Fortune 100 ML operations team.<\/p>\n","protected":false},"featured_media":60285,"template":"","meta":{"_acf_changed":false,"content-type":""},"case-study":[128],"class_list":["post-60159","case-study","type-case-study","status-publish","has-post-thumbnail","hentry","case-study-new-case-studies"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.3 (Yoast SEO v28.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>DATAmundi<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"\/\" 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