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Devel Load (with references)

array:41 [
  "nid" => array:1 [
    0 => array:1 [
      "value" => "6658"
    ]
  ]
  "uuid" => array:1 [
    0 => array:1 [
      "value" => "603c349d-1bfb-4375-ad6f-f27c72255f9c"
    ]
  ]
  "vid" => array:1 [
    0 => array:1 [
      "value" => "30165"
    ]
  ]
  "langcode" => array:1 [
    0 => array:1 [
      "value" => "es"
    ]
  ]
  "type" => array:1 [
    0 => array:3 [
      "target_id" => "news"
      "entity" => array:12 [
        "uuid" => "cdbde231-e400-41bd-88c3-f72759282cf5"
        "langcode" => "es"
        "status" => true
        "dependencies" => array:1 [
          "module" => array:1 [
            0 => "menu_ui"
          ]
        ]
        "third_party_settings" => array:1 [
          "menu_ui" => array:2 [
            "available_menus" => []
            "parent" => ""
          ]
        ]
        "name" => "Noticia"
        "type" => "news"
        "description" => "Tipo de contenido para crear las noticias de actualidad (Noticias visión)"
        "help" => null
        "new_revision" => false
        "preview_mode" => 0
        "display_submitted" => false
      ]
      "bundle" => "node_type"
    ]
  ]
  "revision_timestamp" => array:1 [
    0 => array:1 [
      "value" => "1721985104"
    ]
  ]
  "revision_uid" => array:1 [
    0 => array:3 [
      "target_id" => "41"
      "entity" => array:34 [
        "uid" => array:1 [
          0 => array:1 [
            "value" => "41"
          ]
        ]
        "uuid" => array:1 [
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            "value" => "11a9d1db-c3f6-4f82-bad9-de4629b5dc0b"
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        ]
        "langcode" => array:1 [
          0 => array:1 [
            "value" => "es"
          ]
        ]
        "preferred_langcode" => array:1 [
          0 => array:1 [
            "value" => "es"
          ]
        ]
        "preferred_admin_langcode" => array:1 [
          0 => array:1 [
            "value" => "es"
          ]
        ]
        "name" => array:1 [
          0 => array:1 [
            "value" => "gestorweb@clubexcelencia.org"
          ]
        ]
        "pass" => array:1 [
          0 => array:1 [
            "value" => "$2y$10$Jf8XiiM.kj1UdUI6MLNWJex4z9zzZitW6wfupn8CCX/Un/ni1KJtW"
          ]
        ]
        "mail" => array:1 [
          0 => array:1 [
            "value" => "gestorweb@clubexcelencia.org"
          ]
        ]
        "timezone" => array:1 [
          0 => array:1 [
            "value" => "UTC"
          ]
        ]
        "status" => array:1 [
          0 => array:1 [
            "value" => "1"
          ]
        ]
        "created" => array:1 [
          0 => array:1 [
            "value" => "1593016575"
          ]
        ]
        "changed" => array:1 [
          0 => array:1 [
            "value" => "1757437152"
          ]
        ]
        "access" => array:1 [
          0 => array:1 [
            "value" => "1764761976"
          ]
        ]
        "login" => array:1 [
          0 => array:1 [
            "value" => "1764590603"
          ]
        ]
        "init" => array:1 [
          0 => array:1 [
            "value" => "gestorweb@clubexcelencia.org"
          ]
        ]
        "roles" => array:2 [
          0 => array:3 [
            "target_id" => "administrador"
            "entity" => array:9 [
              "uuid" => "e91c0206-2fbd-41e6-a53a-12449f52c4f7"
              "langcode" => "es"
              "status" => true
              "dependencies" => array:2 [
                "config" => array:49 [
                  0 => "filter.format.basic_html"
                  1 => "filter.format.filtered_html"
                  2 => "filter.format.full_html_admin"
                  3 => "media.type.file"
                  4 => "media.type.file_image"
                  5 => "media.type.image"
                  6 => "media.type.image_background"
                  7 => "media.type.image_logo"
                  8 => "media.type.speaker"
                  9 => "media.type.video"
                  10 => "node.type.annual_report"
                  11 => "node.type.application_product"
                  12 => "node.type.award_product"
                  13 => "node.type.blog"
                  14 => "node.type.course"
                  15 => "node.type.course_product"
                  16 => "node.type.diagnosis_product"
                  17 => "node.type.event"
                  18 => "node.type.government_body"
                  19 => "node.type.government_committee"
                  20 => "node.type.knowledge"
                  21 => "node.type.knowledge_document"
                  22 => "node.type.knowledge_link"
                  23 => "node.type.layout"
                  24 => "node.type.news"
                  25 => "node.type.page"
                  26 => "node.type.partner"
                  27 => "node.type.press_release"
                  28 => "node.type.publication_product"
                  29 => "node.type.sponsor"
                  30 => "taxonomy.vocabulary.authors"
                  31 => "taxonomy.vocabulary.company_type"
                  32 => "taxonomy.vocabulary.criteria_efqm_2020"
                  33 => "taxonomy.vocabulary.delivery_method"
                  34 => "taxonomy.vocabulary.document_type"
                  35 => "taxonomy.vocabulary.event_type"
                  36 => "taxonomy.vocabulary.featured_content_sections"
                  37 => "taxonomy.vocabulary.government_body"
                  38 => "taxonomy.vocabulary.groups"
                  39 => "taxonomy.vocabulary.knowledge_type"
                  40 => "taxonomy.vocabulary.ods"
                  41 => "taxonomy.vocabulary.organiser"
                  42 => "taxonomy.vocabulary.sectors"
                  43 => "taxonomy.vocabulary.tags"
                  44 => "taxonomy.vocabulary.topics"
                  45 => "taxonomy.vocabulary.training_areas"
                  46 => "taxonomy.vocabulary.training_type"
                  47 => "taxonomy.vocabulary.values"
                  48 => "workflows.workflow.workflow_content"
                ]
                "module" => array:40 [
                  0 => "block"
                  1 => "block_content"
                  2 => "block_content_permissions"
                  3 => "ceg_anonymous_users"
                  4 => "ceg_commerce_invoice"
                  5 => "ceg_commerce_promotions"
                  6 => "ceg_commerce_subscription"
                  7 => "ceg_common"
                  8 => "ceg_content_product"
                  9 => "ceg_content_structures"
                  10 => "ceg_erp_model"
                  11 => "ceg_notification"
                  12 => "ceg_partners"
                  13 => "ceg_registration"
                  14 => "ceg_subscription"
                  15 => "ceg_user"
                  16 => "commerce_invoice"
                  17 => "commerce_order"
                  18 => "conditional_fields"
                  19 => "content_moderation"
                  20 => "content_translation"
                  21 => "context_ui"
                  22 => "contextual"
                  23 => "file"
                  24 => "filter"
                  25 => "hide_revision_field"
                  26 => "locale"
                  27 => "media"
                  28 => "menu_link_content"
                  29 => "node"
                  30 => "paragraphs"
                  31 => "path"
                  32 => "pathauto"
                  33 => "sitemap"
                  34 => "system"
                  35 => "taxonomy"
                  36 => "toolbar"
                  37 => "votingapi_widgets"
                  38 => "webform"
                  39 => "yoast_seo"
                ]
              ]
              "id" => "administrador"
              "label" => "Administrador CEG"
              "weight" => -7
              "is_admin" => null
              "permissions" => array:385 [
                0 => "access administration pages CEG"
                1 => "access block library"
                2 => "access content"
                3 => "access content overview"
                4 => "access contextual links"
                5 => "access files overview"
                6 => "access media overview"
                7 => "access revision field"
                8 => "access sitemap"
                9 => "access synchronize user form"
                10 => "access taxonomy overview"
                11 => "access toolbar"
                12 => "access user profiles"
                13 => "access webform submission user"
                14 => "add ceg content product entities"
                15 => "administer block content"
                16 => "administer block content types"
                17 => "administer block types"
                18 => "administer blocks"
                19 => "administer ceg invoices"
                20 => "administer ceg notification settings"
                21 => "administer ceg promotions"
                22 => "administer ceg subscription"
                23 => "administer content translation"
                24 => "administer contexts"
                25 => "administer media"
                26 => "administer nodes"
                27 => "administer taxonomy"
                28 => "administer users"
                29 => "administer yoast seo"
                30 => "create annual_report content"
                31 => "create application_product content"
                32 => "create award_product content"
                33 => "create banner block content"
                34 => "create banner_side block content"
                35 => "create blog content"
                36 => "create content translations"
                37 => "create course content"
                38 => "create course_product content"
                39 => "create diagnosis_product content"
                40 => "create event content"
                41 => "create file media"
                42 => "create file_image media"
                43 => "create government_body content"
                44 => "create government_committee content"
                45 => "create image media"
                46 => "create image_background media"
                47 => "create image_logo media"
                48 => "create knowledge content"
                49 => "create layout content"
                50 => "create media"
                51 => "create news content"
                52 => "create page content"
                53 => "create partner content"
                54 => "create press_release content"
                55 => "create publication_product content"
                56 => "create speaker media"
                57 => "create sponsor content"
                58 => "create terms in authors"
                59 => "create terms in company_type"
                60 => "create terms in criteria_efqm_2020"
                61 => "create terms in delivery_method"
                62 => "create terms in document_type"
                63 => "create terms in event_type"
                64 => "create terms in featured_content_sections"
                65 => "create terms in government_body"
                66 => "create terms in groups"
                67 => "create terms in knowledge_type"
                68 => "create terms in ods"
                69 => "create terms in organiser"
                70 => "create terms in sectors"
                71 => "create terms in tags"
                72 => "create terms in topics"
                73 => "create terms in training_areas"
                74 => "create terms in training_type"
                75 => "create terms in values"
                76 => "create url aliases"
                77 => "create video media"
                78 => "delete all revisions"
                79 => "delete annual_report revisions"
                80 => "delete any annual_report content"
                81 => "delete any application_product content"
                82 => "delete any award_product content"
                83 => "delete any banner block content"
                84 => "delete any blog content"
                85 => "delete any course content"
                86 => "delete any course_product content"
                87 => "delete any diagnosis_product content"
                88 => "delete any event content"
                89 => "delete any file media"
                90 => "delete any file_image media"
                91 => "delete any government_body content"
                92 => "delete any government_committee content"
                93 => "delete any image media"
                94 => "delete any image_background media"
                95 => "delete any image_logo media"
                96 => "delete any knowledge content"
                97 => "delete any knowledge_document content"
                98 => "delete any knowledge_link content"
                99 => "delete any media"
                100 => "delete any news content"
                101 => "delete any page content"
                102 => "delete any partner content"
                103 => "delete any press_release content"
                104 => "delete any publication_product content"
                105 => "delete any speaker media"
                106 => "delete any sponsor content"
                107 => "delete any video media"
                108 => "delete application_product revisions"
                109 => "delete award_product revisions"
                110 => "delete blog revisions"
                111 => "delete ceg content product entities"
                112 => "delete content translations"
                113 => "delete course revisions"
                114 => "delete course_product revisions"
                115 => "delete diagnosis_product revisions"
                116 => "delete event revisions"
                117 => "delete government_body revisions"
                118 => "delete government_committee revisions"
                119 => "delete knowledge revisions"
                120 => "delete knowledge_document revisions"
                121 => "delete knowledge_link revisions"
                122 => "delete media"
                123 => "delete news revisions"
                124 => "delete own annual_report content"
                125 => "delete own application_product content"
                126 => "delete own award_product content"
                127 => "delete own blog content"
                128 => "delete own course content"
                129 => "delete own course_product content"
                130 => "delete own diagnosis_product content"
                131 => "delete own event content"
                132 => "delete own file media"
                133 => "delete own file_image media"
                134 => "delete own files"
                135 => "delete own government_body content"
                136 => "delete own government_committee content"
                137 => "delete own image media"
                138 => "delete own image_background media"
                139 => "delete own image_logo media"
                140 => "delete own knowledge content"
                141 => "delete own knowledge_document content"
                142 => "delete own knowledge_link content"
                143 => "delete own news content"
                144 => "delete own page content"
                145 => "delete own partner content"
                146 => "delete own press_release content"
                147 => "delete own publication_product content"
                148 => "delete own speaker media"
                149 => "delete own sponsor content"
                150 => "delete own video media"
                151 => "delete page revisions"
                152 => "delete partner revisions"
                153 => "delete press_release revisions"
                154 => "delete publication_product revisions"
                155 => "delete sponsor revisions"
                156 => "delete terms in authors"
                157 => "delete terms in company_type"
                158 => "delete terms in criteria_efqm_2020"
                159 => "delete terms in delivery_method"
                160 => "delete terms in document_type"
                161 => "delete terms in event_type"
                162 => "delete terms in featured_content_sections"
                163 => "delete terms in government_body"
                164 => "delete terms in groups"
                165 => "delete terms in knowledge_type"
                166 => "delete terms in ods"
                167 => "delete terms in organiser"
                168 => "delete terms in sectors"
                169 => "delete terms in tags"
                170 => "delete terms in topics"
                171 => "delete terms in training_areas"
                172 => "delete terms in training_type"
                173 => "delete terms in values"
                174 => "edit any annual_report content"
                175 => "edit any application_product content"
                176 => "edit any award_product content"
                177 => "edit any blog content"
                178 => "edit any course content"
                179 => "edit any course_product content"
                180 => "edit any diagnosis_product content"
                181 => "edit any event content"
                182 => "edit any file media"
                183 => "edit any file_image media"
                184 => "edit any government_body content"
                185 => "edit any government_committee content"
                186 => "edit any image media"
                187 => "edit any image_background media"
                188 => "edit any image_logo media"
                189 => "edit any knowledge content"
                190 => "edit any knowledge_document content"
                191 => "edit any knowledge_link content"
                192 => "edit any layout content"
                193 => "edit any news content"
                194 => "edit any page content"
                195 => "edit any partner content"
                196 => "edit any press_release content"
                197 => "edit any publication_product content"
                198 => "edit any speaker media"
                199 => "edit any sponsor content"
                200 => "edit any video media"
                201 => "edit ceg content product entities"
                202 => "edit ceg partners"
                203 => "edit newsletter subscription entities"
                204 => "edit own annual_report content"
                205 => "edit own application_product content"
                206 => "edit own award_product content"
                207 => "edit own blog content"
                208 => "edit own course content"
                209 => "edit own course_product content"
                210 => "edit own diagnosis_product content"
                211 => "edit own event content"
                212 => "edit own file media"
                213 => "edit own file_image media"
                214 => "edit own government_body content"
                215 => "edit own government_committee content"
                216 => "edit own image media"
                217 => "edit own image_background media"
                218 => "edit own image_logo media"
                219 => "edit own knowledge content"
                220 => "edit own knowledge_document content"
                221 => "edit own knowledge_link content"
                222 => "edit own layout content"
                223 => "edit own news content"
                224 => "edit own page content"
                225 => "edit own partner content"
                226 => "edit own press_release content"
                227 => "edit own publication_product content"
                228 => "edit own speaker media"
                229 => "edit own sponsor content"
                230 => "edit own video media"
                231 => "edit own vote on node:course:field_voting"
                232 => "edit terms in authors"
                233 => "edit terms in company_type"
                234 => "edit terms in criteria_efqm_2020"
                235 => "edit terms in delivery_method"
                236 => "edit terms in document_type"
                237 => "edit terms in event_type"
                238 => "edit terms in featured_content_sections"
                239 => "edit terms in government_body"
                240 => "edit terms in groups"
                241 => "edit terms in knowledge_type"
                242 => "edit terms in ods"
                243 => "edit terms in organiser"
                244 => "edit terms in sectors"
                245 => "edit terms in tags"
                246 => "edit terms in topics"
                247 => "edit terms in training_areas"
                248 => "edit terms in training_type"
                249 => "edit terms in values"
                250 => "notify of path changes"
                251 => "revert all revisions"
                252 => "revert annual_report revisions"
                253 => "revert application_product revisions"
                254 => "revert award_product revisions"
                255 => "revert blog revisions"
                256 => "revert course revisions"
                257 => "revert course_product revisions"
                258 => "revert diagnosis_product revisions"
                259 => "revert event revisions"
                260 => "revert government_body revisions"
                261 => "revert government_committee revisions"
                262 => "revert knowledge revisions"
                263 => "revert knowledge_document revisions"
                264 => "revert knowledge_link revisions"
                265 => "revert news revisions"
                266 => "revert page revisions"
                267 => "revert partner revisions"
                268 => "revert press_release revisions"
                269 => "revert publication_product revisions"
                270 => "revert sponsor revisions"
                271 => "send test mail ceg notification"
                272 => "translate annual_report node"
                273 => "translate any entity"
                274 => "translate application_product node"
                275 => "translate award_product node"
                276 => "translate block_content"
                277 => "translate blog node"
                278 => "translate company_type taxonomy_term"
                279 => "translate course node"
                280 => "translate course_product node"
                281 => "translate diagnosis_product node"
                282 => "translate document_type taxonomy_term"
                283 => "translate event node"
                284 => "translate featured_content_sections taxonomy_term"
                285 => "translate file media"
                286 => "translate file_image media"
                287 => "translate government_body node"
                288 => "translate government_body taxonomy_term"
                289 => "translate groups taxonomy_term"
                290 => "translate image media"
                291 => "translate interface"
                292 => "translate knowledge node"
                293 => "translate knowledge_document node"
                294 => "translate knowledge_link node"
                295 => "translate menu_link_content"
                296 => "translate news node"
                297 => "translate page node"
                298 => "translate paragraph"
                299 => "translate press_release node"
                300 => "translate publication_product node"
                301 => "translate sectors taxonomy_term"
                302 => "translate speaker media"
                303 => "translate tags taxonomy_term"
                304 => "translate topics taxonomy_term"
                305 => "translate training_areas taxonomy_term"
                306 => "translate training_type taxonomy_term"
                307 => "translate video media"
                308 => "update any banner block content"
                309 => "update any banner_side block content"
                310 => "update any basic block content"
                311 => "update any call_to_action block content"
                312 => "update any cards_news block content"
                313 => "update any ceg_banner_image_block block content"
                314 => "update any ceg_banner_text_block block content"
                315 => "update any ceg_footer_links_block block content"
                316 => "update any ceg_header_content_block block content"
                317 => "update any content_featured_news block content"
                318 => "update any counter block content"
                319 => "update any hero_slide block content"
                320 => "update any html block content"
                321 => "update any iconos_rrss block content"
                322 => "update any icons_2 block content"
                323 => "update any icons_3 block content"
                324 => "update any icons_4 block content"
                325 => "update any image_popup block content"
                326 => "update any imagen block content"
                327 => "update any media"
                328 => "update any rrss block content"
                329 => "update any tabs block content"
                330 => "update any test_bloque_html block content"
                331 => "update any text block content"
                332 => "update any texto_imagen_botones block content"
                333 => "update any tribloque_servicios block content"
                334 => "update content translations"
                335 => "update media"
                336 => "use text format basic_html"
                337 => "use text format filtered_html"
                338 => "use text format full_html_admin"
                339 => "use workflow_content transition create_new_draft"
                340 => "use workflow_content transition publish"
                341 => "use workflow_content transition unpublished"
                342 => "use yoast seo"
                343 => "view all media revisions"
                344 => "view all revisions"
                345 => "view annual_report revisions"
                346 => "view any unpublished content"
                347 => "view any webform submission"
                348 => "view application_product revisions"
                349 => "view award_product revisions"
                350 => "view blog revisions"
                351 => "view ceg anonymous users"
                352 => "view commerce_invoice"
                353 => "view commerce_order"
                354 => "view complete card all data socios"
                355 => "view conditional fields"
                356 => "view course revisions"
                357 => "view course_product revisions"
                358 => "view default commerce_invoice"
                359 => "view diagnosis_product revisions"
                360 => "view event revisions"
                361 => "view government_body revisions"
                362 => "view government_committee revisions"
                363 => "view id paragraph"
                364 => "view knowledge revisions"
                365 => "view knowledge_document revisions"
                366 => "view knowledge_link revisions"
                367 => "view latest version"
                368 => "view media"
                369 => "view news revisions"
                370 => "view own unpublished content"
                371 => "view own unpublished media"
                372 => "view own webform submission"
                373 => "view page revisions"
                374 => "view partner revisions"
                375 => "view press_release revisions"
                376 => "view publication_product revisions"
                377 => "view published ceg content product entities"
                378 => "view published cegregistration entities"
                379 => "view published newsletter subscription entities"
                380 => "view restricted block content"
                381 => "view sponsor revisions"
                382 => "view the administration theme"
                383 => "view unpublished ceg content product entities"
                384 => "view unpublished paragraphs"
              ]
            ]
            "bundle" => "user_role"
          ]
          1 => array:3 [
            "target_id" => "usuario_ceg"
            "entity" => array:9 [
              "uuid" => "8feedb1e-88d8-43cf-8999-4523eb1fb21c"
              "langcode" => "es"
              "status" => true
              "dependencies" => array:1 [
                "module" => array:3 [
                  0 => "ceg_commerce_price"
                  1 => "ceg_erp_model"
                  2 => "file"
                ]
              ]
              "id" => "usuario_ceg"
              "label" => "Usuario CEG"
              "weight" => 2
              "is_admin" => null
              "permissions" => array:11 [
                0 => "benefit from reduced price award"
                1 => "benefit from reduced price course"
                2 => "benefit from reduced price diagnosis"
                3 => "benefit from reduced price document"
                4 => "benefit from reduced price event"
                5 => "benefit from reduced price link"
                6 => "benefit from reduced price publication"
                7 => "benefit from reduced price subscription"
                8 => "benefit from reduced price tool"
                9 => "delete own files"
                10 => "view complete card all data socios"
              ]
            ]
            "bundle" => "user_role"
          ]
        ]
        "default_langcode" => array:1 [
          0 => array:1 [
            "value" => "1"
          ]
        ]
        "metatag" => array:3 [
          0 => array:2 [
            "tag" => "meta"
            "attributes" => array:2 [
              "name" => "title"
              "content" => "Gestorweb Web Web 2 | Club Excelencia en Gestión"
            ]
          ]
          1 => array:2 [
            "tag" => "meta"
            "attributes" => array:2 [
              "name" => "description"
              "content" => "Club Excelencia en Gestión"
            ]
          ]
          2 => array:2 [
            "tag" => "link"
            "attributes" => array:2 [
              "rel" => "canonical"
              "href" => "https://ceg.dev-website.es/user/41"
            ]
          ]
        ]
        "customer_profiles" => array:1 [
          0 => array:3 [
            "target_id" => "302"
            "entity" => array:17 [
              "profile_id" => array:1 [
                0 => array:1 [
                  "value" => "302"
                ]
              ]
              "uuid" => array:1 [
                0 => array:1 [
                  "value" => "433d2ca6-855c-4f64-a7f1-58a78495cd9d"
                ]
              ]
              "revision_id" => array:1 [
                0 => array:1 [
                  "value" => "302"
                ]
              ]
              "type" => array:1 [
                0 => array:3 [
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            "value" => "<p><strong>Damos la bienvenida a FOQUM, organización dedica a la transformación digital de las empresas a través de su plataforma de Inteligencia Artificial. FOQUM entra a formar parte de la comunidad del Club Excelencia en Gestión y para presentarla a todos los socios entrevistamos a Jacobo Pablos, Consejero Delegado de la compañía. Él nos explica su propósito, comparte algunos casos de éxito y nos avanza sus próximos pasos.</strong></p><p>&nbsp;</p><p><strong>¿Cuál es la propuesta de Foqum al ecosistema empresarial? ¿Y cuál es su propósito?&nbsp;</strong></p><p>Somos una empresa de <em>machine learning</em> expertos en IA generativa con 10 años de trayectoria en el mercado.&nbsp;</p><p>Contamos con una plataforma de Inteligencia Artificial “fábrica de algoritmos” cuyo fin es adaptar las funcionalidades y casos de uso con los que contamos en soluciones productivas y documentadas en muy corto plazo (menos de 4 semanas), proporcionando a los equipos de negocio un apoyo ágil a su toma de decisiones en base a sus datos, independientemente de si estos son en texto, imagen, vídeo, audio o dato tabular.</p><p>Nuestro propósito es por tanto, poner a disposición de las empresas diferentes aplicaciones de inteligencia artificial con el fin de que puedan ser catalizadores de negocio, siendo el <em>time to market&nbsp;</em>nuestro valor diferencial.</p><p>Por último, para nosotros es clave la gestión de la seguridad por ese motivo contamos con la ISO 27001 y en proceso de certificarnos en el ENS nivel alto.</p><p>&nbsp;</p><p><strong>¿Qué soluciones ofrece y a qué sectores se dirige?</strong></p><p>Nuestras soluciones están centradas principalmente en los sectores de Energía, Legal, Financiero, Seguros, Defensa y AA. PP y partimos de la funcionalidad al caso de uso. Las soluciones las tenemos agrupadas en 4 grupos según el tipo de dato:</p><ol><li><a href="https://foqum.io/es/talk/\u{A0}"><strong>TALK&nbsp;</strong></a>– nuestra suite de tratamiento de documentos (Procesamiento de lenguaje natural) con tres funcionalidades:<strong>&nbsp;</strong></li></ol><ul><li><strong>Clasificadores automáticos de documentos:&nbsp;</strong>(contratos, emails, pliegos de concursos, u otros documentos internos) por mono o multi etiqueta para maximizar la productividad. <a href="https://foqum.io/es/caso-de-estudio-lefebvre/"><strong>Caso de uso</strong></a><strong>:&nbsp;</strong>clasificación documental de un tesauro jurídico con un pool de + 10.000 etiquetas jerárquicas.&nbsp;</li><li><strong>Extracción de información clave de documentos:</strong> Identificar puntos clave en documentos asistiendo de manera ágil a la toma decisiones sobre dichos documentos. <a href="https://foqum.io/es/caso-de-estudio-capital-energy/"><strong>Caso de uso</strong></a><strong>:&nbsp;</strong>extracción automática de campos clave en boletines Oficiales tanto del Estado como los regionales y municipales relacionados con parques eólicos y fotovoltaicos.&nbsp;</li><li><p><strong>Buscadores semánticos:&nbsp;</strong>A través de una barra de búsqueda encontrar documentos objetivo, incluyendo la funcionalidad de búsqueda por similitud documental, donde se permite arrastrar un documento o un párrafo y encontrar documentos similares / relacionados con el de origen. <a href="https://foqum.io/es/caso-de-estudio-legis/"><strong>Caso de uso</strong></a><strong>:&nbsp;</strong>Búsqueda Documental por Similitud a Nivel de Párrafo y Documento Completo.&nbsp;&nbsp;</p><p><a href="https://foqum.io/es/view/"><strong>2. VIEW</strong></a> – funcionalidades de tratamiento de imágenes y videos:<strong>&nbsp;</strong></p></li><li><strong>Clasificación &amp; detección imágenes / videos en tiempo real:&nbsp;</strong>Clasificar millones de imágenes separándolas en categorías y extrayendo automáticamente información clave. <a href="//foqum.io/es/caso-de-estudio-sacyr/ "><strong>Caso de uso</strong></a><strong>:&nbsp;</strong>clasificación y conteo de vehículos en tiempo real.</li><li><strong>Extracción objetos imágenes / videos:&nbsp;</strong>Detectar los objetos deseados en las imágenes y videos como por ejemplo la detección de anomalías. <a href="https://foqum.io/es/caso-de-estudio-insurama/ "><strong>Caso de uso</strong></a><strong>:&nbsp;</strong>Detección y clasificación de anomalías para la concesión online de seguros de dispositivos móviles&nbsp;</li><li><p><strong>Buscador de imágenes / videos:&nbsp;</strong>Cargue una imagen y encuentre las imágenes más cercanas en la base de datos o realice una búsqueda por similitud para encontrar y eliminar imágenes duplicadas.<a href="https://foqum.io/es/caso-de-estudio-unidental/ "> <strong>Caso de uso</strong></a><strong>:&nbsp;</strong>Buscador de imágenes dentales posterior a la generación de una herramienta de clasificación dental por anomalías.&nbsp;</p><p><a href="https://foqum.io/es/hear/"><strong>3. HEAR</strong></a>– tratamiento de archivos de audio:<strong>&nbsp;</strong></p></li><li><strong>Transcripción de audio a texto:&nbsp;</strong>ya sea desde un video o un archivo de audio para una posterior clasificación y extracción de información. <a href="https://foqum.io/es/caso-de-estudio-analisis-archivos-de-audio/ "><strong>Caso de uso</strong></a><strong>:&nbsp;</strong>Análisis de información publicitaria en archivos de audio en medios online y offline&nbsp;</li><li><strong>Segmentar hablantes (diarización):</strong> Adicional a la transcripción que permita la segmentación de los hablantes. <a href="https://foqum.io/es/caso-de-estudio-servicios-juridicos/ "><strong>Caso de uso</strong></a><strong>:&nbsp;</strong>por ejemplo una llamada entre un abogado y su cliente o para la segmentación de los hablantes en un juicio&nbsp;</li><li><p><strong>Asistentes conversacionales por voz adaptados a flujos específicos.</strong> Nuestros asistentes están alimentados por la base de conocimiento de la empresa proporcionando asistencia y orientación en tiempo real con diferentes propósitos; atención al cliente, RRHH, equipos de intervención como Bomberos, interactuar con avatares de estrellas en un exhibits, etc… <a href="https://foqum.io/es/caso-de-estudio-ayuntamiento-de-madrid/ "><strong>Caso de uso</strong></a><strong>:&nbsp;</strong>Asistente conversacional para el Ayuntamiento de Madrid, permitiendo interactuar en lenguas cooficiales incluido el Euskera&nbsp;</p><p><a href="https://www.foqum.io/es/touch/ "><strong>4. TOUCH&nbsp;</strong></a>– Monitoriza y optimiza el negocio a través de un análisis los datos permitiendo predecir resultados, simular escenarios y optimizar procesos complejos.</p></li><li><strong>Predicción:&nbsp;</strong>Describe el presente, explica el pasado y simula estrategias de futuro ofreciendo una comprensión de los resultados y las bases de la toma de decisiones. <a href="https://foqum.io/es/caso-de-estudio-cajamar/ "><strong>Caso de uso</strong></a><strong>:&nbsp;</strong>Evolución de precios de inmuebles&nbsp;</li><li><strong>Simulación y optimización:</strong> Identificar puntos clave en documentos asistiendo de manera ágil a la toma decisiones sobre dichos documentos. <a href="https://foqum.io/es/caso-de-estudio-algoritmia-de-optimizacion/ "><strong>Caso de uso</strong></a><strong>:&nbsp;</strong>Simulación y optimización de planes de pesca con el objetivo de maximizar el margen bruto del negocio&nbsp;</li><li><strong>Enriquecimiento de información:&nbsp;</strong>Enriquecimiento de los datos internos de la compañía con datos externos relevantes para el negocio. <a href="https://foqum.io/es/caso-de-estudio-livall/ "><strong>Caso de uso</strong></a><strong>:&nbsp;</strong>Enriquecimiento de la información de la compañía con la publicación de precios de sus productos y de sus competidores en los principales marketplaces de Europa.&nbsp;</li></ul><p>&nbsp;</p><p><strong>¿Qué iniciativa o proyecto destacaría desde la creación de la empresa?</strong></p><p>Con 10 años de trayectoria hemos desarrollado bastantes proyectos de los que nos sentirnos orgullosos, pero citaría el de Lefebvre en 2019/2020, ya que en ese momento el estado del arte de la IA era muy alejado al actual, sobre todo en lo referente a su aplicación en documentos (NLP). Este proyecto supuso la clasificación documental de su tesauro jurídico, el cual cuenta con 14 niveles de etiquetas jerárquicas que superan las 10.000.</p><p>&nbsp;</p><p><strong>¿Puede compartir algún proyecto o caso de éxito reciente?</strong></p><p>Teniendo en cuenta que no puedo hablar sobre nuestro proyecto en el ámbito de la defensa, me decantaría por los dos proyectos que estamos desarrollando en el Perte Naval.&nbsp;</p><p>El primero que lideramos bajo el seguimiento de Navantia, se trata de un proyecto de optimización de rutas marítimas de largo recorrido y, el segundo con Pymar sobre un gemelo digital de construcción y mantenimiento de buques.&nbsp;</p><p>&nbsp;</p><p><strong>¿Cuáles son sus próximos pasos?</strong></p><p>Actualmente nuestra plataforma de IA está compuesta por algoritmos que los adaptamos muy rápido para solucionar tareas concretas, clasificar imágenes de óxido en cables de alta tensión, extraer información de un documento de un seguro del hogar, etc. siendo la medida de calidad principalmente la precisión con que resuelva la tarea.</p><p>La evolución en la que estamos trabajando es orientar nuestra plataforma a resolver procesos completos donde el KPI no sea la precisión del algoritmo sino maximizar el KPI del negocio. A modo de ejemplo, comparto una solución con la que contamos enfocadas a este propósito.&nbsp;</p><p>Se trata de una herramienta solución que da cumplimiento <em>end-to-end</em> (Assessment Regulatorio + Capacidades Analíticas Avanzadas) a los diferentes requerimientos regulatorios derivados del protocolo MiFID II, que es el que determina el proceso que deben seguir las entidades financieras a la hora de vender un producto de inversión.&nbsp;</p><p>La nueva solución combina diferentes algoritmos y el KPI principal es reducir el riesgo de incumplir el protocolo MiFID por parte de los agentes comerciales de la entidad. L:</p><ol><li>Permite transcribir el 100% de las llamadas a texto desde un audio o desde un vídeo.&nbsp;</li><li>Además del scoring de riesgo, a cada llamada se le puede asociar tipologías de riesgo Mifid como comportamiento engañoso o indebido del agente, falta de transparencia, falta de adecuación del producto ofrecido para contratar, o falta de evaluación de conveniencia e idoneidad.&nbsp;</li><li>En caso de que el algoritmo identifique alguna de las tipologías anteriormente descritas, selecciona algún párrafo que represente dicha/s tipologías con el fin de apoyar al analista para que no tenga que revisar la totalidad de la transcripción.</li><li>Permite extraer diversas entidades automáticamente de la llamada (tipo de producto, precios, cantidades…), para cumplir con el requisito de Record Keeping.</li></ol><p>&nbsp;</p><p><strong>Entran a formar parte de la comunidad de socios del Club Excelencia en Gestión, ¿Qué esperan de esta nueva relación?</strong></p><p>Formar parte del CEG es una gran oportunidad para nosotros ya que, por un lado, podremos compartir con los asociados nuestra experiencia en el ámbito de la IA y, por otro, algo clave para nosotros como es el poder conocer de primera mano problemas a los que se enfrentan empresas de primer nivel en su día a día y así poder enfocar mejor nuestras soluciones a procesos específicos y no tanto a tareas aisladas.</p>"
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