{"id":1942,"date":"2026-03-20T10:23:36","date_gmt":"2026-03-20T10:23:36","guid":{"rendered":"https:\/\/dorg.pro\/competency\/human-dorg-role-mapping-oversight-calibration\/"},"modified":"2026-04-02T10:34:03","modified_gmt":"2026-04-02T10:34:03","slug":"human-dorg-role-mapping-oversight-calibration","status":"publish","type":"competency","link":"https:\/\/dorg.pro\/en\/competency\/human-dorg-role-mapping-oversight-calibration\/","title":{"rendered":"Human-DORG Role Mapping &amp; Oversight Calibration"},"content":{"rendered":"\n<p>The most critical step in activating a DORG is not technical: it&#8217;s organizational. Deciding how to distribute roles and responsibilities between people and digital employees requires a method that balances operational efficiency, risk management, and human accountability. <\/p>\n\n<p>This competency provides the tools to analyze existing processes and classify each activity according to three dimensions: who performs it (human, DORG, hybrid pair), with what level of autonomy, and with what intensity of supervision. <strong>Supervision calibration<\/strong>\u2014the choice between human-in-the-loop, human-on-the-loop, and periodic audit\u2014is not a technical decision that can be delegated to software: it&#8217;s an organizational decision that the Human Oversight Supervisor must be able to make with a clear, documentable, and updatable method over time. <\/p>\n\n<p>Main content: human-digital role mapping criteria, activity classification framework by risk and autonomy, supervision calibration method, documentation of oversight choices, periodic review of calibration as the operational context changes.<\/p>\n\n<p><\/p>\n","protected":false},"featured_media":1943,"template":"","meta":{"_acf_changed":false},"global-service":[84],"class_list":["post-1942","competency","type-competency","status-publish","has-post-thumbnail","hentry","global-service-dorg-operational-competency"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Human-DORG Role Mapping &amp; Oversight Calibration - Dorg<\/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:\/\/dorg.pro\/competency\/human-dorg-role-mapping-oversight-calibration\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Human-DORG Role Mapping &amp; Oversight Calibration - Dorg\" \/>\n<meta property=\"og:description\" content=\"The most critical step in activating a DORG is not technical: it&#8217;s organizational. Deciding how to distribute roles and responsibilities between people and digital employees requires a method that balances operational efficiency, risk management, and human accountability. This competency provides the tools to analyze existing processes and classify each activity according to three dimensions: who [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dorg.pro\/competency\/human-dorg-role-mapping-oversight-calibration\/\" \/>\n<meta property=\"og:site_name\" content=\"Dorg\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-02T10:34:03+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dorg.pro\/wp-content\/uploads\/2026\/03\/transform-the-provided-image-by-replacin_6gs2-cduRtyGnSySL3TKyA_MzWl_sUeRj6REOel2OWt2Q_cover_sd.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1376\" \/>\n\t<meta property=\"og:image:height\" content=\"768\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/dorg.pro\\\/competency\\\/human-dorg-role-mapping-oversight-calibration\\\/\",\"url\":\"https:\\\/\\\/dorg.pro\\\/competency\\\/human-dorg-role-mapping-oversight-calibration\\\/\",\"name\":\"Human-DORG Role Mapping &amp; Oversight Calibration - Dorg\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dorg.pro\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/dorg.pro\\\/competency\\\/human-dorg-role-mapping-oversight-calibration\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/dorg.pro\\\/competency\\\/human-dorg-role-mapping-oversight-calibration\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dorg.pro\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/transform-the-provided-image-by-replacin_6gs2-cduRtyGnSySL3TKyA_MzWl_sUeRj6REOel2OWt2Q_cover_sd.jpeg\",\"datePublished\":\"2026-03-20T10:23:36+00:00\",\"dateModified\":\"2026-04-02T10:34:03+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/dorg.pro\\\/competency\\\/human-dorg-role-mapping-oversight-calibration\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/dorg.pro\\\/competency\\\/human-dorg-role-mapping-oversight-calibration\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/dorg.pro\\\/competency\\\/human-dorg-role-mapping-oversight-calibration\\\/#primaryimage\",\"url\":\"https:\\\/\\\/dorg.pro\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/transform-the-provided-image-by-replacin_6gs2-cduRtyGnSySL3TKyA_MzWl_sUeRj6REOel2OWt2Q_cover_sd.jpeg\",\"contentUrl\":\"https:\\\/\\\/dorg.pro\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/transform-the-provided-image-by-replacin_6gs2-cduRtyGnSySL3TKyA_MzWl_sUeRj6REOel2OWt2Q_cover_sd.jpeg\",\"width\":1376,\"height\":768},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/dorg.pro\\\/competency\\\/human-dorg-role-mapping-oversight-calibration\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/dorg.pro\\\/en\\\/dorg-pro\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Human-DORG Role Mapping &amp; Oversight Calibration\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/dorg.pro\\\/#website\",\"url\":\"https:\\\/\\\/dorg.pro\\\/\",\"name\":\"Dorg\",\"description\":\"La piattaforma per Dipendenti Digitali AI\",\"publisher\":{\"@id\":\"https:\\\/\\\/dorg.pro\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/dorg.pro\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/dorg.pro\\\/#organization\",\"name\":\"Dorg\",\"url\":\"https:\\\/\\\/dorg.pro\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/dorg.pro\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/dorg.pro\\\/wp-content\\\/uploads\\\/2026\\\/02\\\/Placeholder-logo.svg\",\"contentUrl\":\"https:\\\/\\\/dorg.pro\\\/wp-content\\\/uploads\\\/2026\\\/02\\\/Placeholder-logo.svg\",\"width\":105,\"height\":33,\"caption\":\"Dorg\"},\"image\":{\"@id\":\"https:\\\/\\\/dorg.pro\\\/#\\\/schema\\\/logo\\\/image\\\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Human-DORG Role Mapping &amp; Oversight Calibration - Dorg","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/dorg.pro\/competency\/human-dorg-role-mapping-oversight-calibration\/","og_locale":"en_US","og_type":"article","og_title":"Human-DORG Role Mapping &amp; Oversight Calibration - Dorg","og_description":"The most critical step in activating a DORG is not technical: it&#8217;s organizational. Deciding how to distribute roles and responsibilities between people and digital employees requires a method that balances operational efficiency, risk management, and human accountability. This competency provides the tools to analyze existing processes and classify each activity according to three dimensions: who [&hellip;]","og_url":"https:\/\/dorg.pro\/competency\/human-dorg-role-mapping-oversight-calibration\/","og_site_name":"Dorg","article_modified_time":"2026-04-02T10:34:03+00:00","og_image":[{"width":1376,"height":768,"url":"https:\/\/dorg.pro\/wp-content\/uploads\/2026\/03\/transform-the-provided-image-by-replacin_6gs2-cduRtyGnSySL3TKyA_MzWl_sUeRj6REOel2OWt2Q_cover_sd.jpeg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/dorg.pro\/competency\/human-dorg-role-mapping-oversight-calibration\/","url":"https:\/\/dorg.pro\/competency\/human-dorg-role-mapping-oversight-calibration\/","name":"Human-DORG Role Mapping &amp; Oversight Calibration - Dorg","isPartOf":{"@id":"https:\/\/dorg.pro\/#website"},"primaryImageOfPage":{"@id":"https:\/\/dorg.pro\/competency\/human-dorg-role-mapping-oversight-calibration\/#primaryimage"},"image":{"@id":"https:\/\/dorg.pro\/competency\/human-dorg-role-mapping-oversight-calibration\/#primaryimage"},"thumbnailUrl":"https:\/\/dorg.pro\/wp-content\/uploads\/2026\/03\/transform-the-provided-image-by-replacin_6gs2-cduRtyGnSySL3TKyA_MzWl_sUeRj6REOel2OWt2Q_cover_sd.jpeg","datePublished":"2026-03-20T10:23:36+00:00","dateModified":"2026-04-02T10:34:03+00:00","breadcrumb":{"@id":"https:\/\/dorg.pro\/competency\/human-dorg-role-mapping-oversight-calibration\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/dorg.pro\/competency\/human-dorg-role-mapping-oversight-calibration\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/dorg.pro\/competency\/human-dorg-role-mapping-oversight-calibration\/#primaryimage","url":"https:\/\/dorg.pro\/wp-content\/uploads\/2026\/03\/transform-the-provided-image-by-replacin_6gs2-cduRtyGnSySL3TKyA_MzWl_sUeRj6REOel2OWt2Q_cover_sd.jpeg","contentUrl":"https:\/\/dorg.pro\/wp-content\/uploads\/2026\/03\/transform-the-provided-image-by-replacin_6gs2-cduRtyGnSySL3TKyA_MzWl_sUeRj6REOel2OWt2Q_cover_sd.jpeg","width":1376,"height":768},{"@type":"BreadcrumbList","@id":"https:\/\/dorg.pro\/competency\/human-dorg-role-mapping-oversight-calibration\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/dorg.pro\/en\/dorg-pro\/"},{"@type":"ListItem","position":2,"name":"Human-DORG Role Mapping &amp; Oversight Calibration"}]},{"@type":"WebSite","@id":"https:\/\/dorg.pro\/#website","url":"https:\/\/dorg.pro\/","name":"Dorg","description":"La piattaforma per Dipendenti Digitali AI","publisher":{"@id":"https:\/\/dorg.pro\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/dorg.pro\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/dorg.pro\/#organization","name":"Dorg","url":"https:\/\/dorg.pro\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/dorg.pro\/#\/schema\/logo\/image\/","url":"https:\/\/dorg.pro\/wp-content\/uploads\/2026\/02\/Placeholder-logo.svg","contentUrl":"https:\/\/dorg.pro\/wp-content\/uploads\/2026\/02\/Placeholder-logo.svg","width":105,"height":33,"caption":"Dorg"},"image":{"@id":"https:\/\/dorg.pro\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/dorg.pro\/en\/wp-json\/wp\/v2\/competency\/1942","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dorg.pro\/en\/wp-json\/wp\/v2\/competency"}],"about":[{"href":"https:\/\/dorg.pro\/en\/wp-json\/wp\/v2\/types\/competency"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dorg.pro\/en\/wp-json\/wp\/v2\/media\/1943"}],"wp:attachment":[{"href":"https:\/\/dorg.pro\/en\/wp-json\/wp\/v2\/media?parent=1942"}],"wp:term":[{"taxonomy":"global-service","embeddable":true,"href":"https:\/\/dorg.pro\/en\/wp-json\/wp\/v2\/global-service?post=1942"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}