{"id":1212705,"date":"2026-08-21T01:23:47","date_gmt":"2026-08-21T01:23:47","guid":{"rendered":"https:\/\/www.inhand.com\/?p=1212705"},"modified":"2026-08-26T07:49:17","modified_gmt":"2026-08-26T07:49:17","slug":"trusted-ai","status":"publish","type":"post","link":"https:\/\/www.inhand.com\/tr\/support\/blogs\/trusted-ai","title":{"rendered":"AI in Your Network: What &#8220;Trusted Execution&#8221; Actually Means"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"1212705\" class=\"elementor elementor-1212705\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f5deb9f e-con-full anli_box e-flex e-con e-parent\" data-id=\"f5deb9f\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6c1a9e e-con-full anli_box_l e-flex e-con e-child\" data-id=\"6c1a9e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-15f15aa5 elementor-widget elementor-widget-heading\" data-id=\"15f15aa5\" 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<h1 class=\"elementor-heading-title elementor-size-default\">AI in Your Network: What \"Trusted Execution\" Actually Means<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3775149e e-con-full e-flex e-con e-child\" data-id=\"3775149e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-10a10b91 elementor-widget elementor-widget-heading\" data-id=\"10a10b91\" 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\">Blog<\/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-6cffbfdb e-con-full e-flex e-con e-child\" data-id=\"6cffbfdb\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-61f94e5d elementor-widget elementor-widget-text-editor\" data-id=\"61f94e5d\" 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>An enterprise network rarely ends at headquarters. It extends into stores, branches, factories, vehicles and unmanned sites. Platforms can centralize the data, yet investigations still depend on an experienced engineer stitching context together step by step: which site does this alarm belong to? What do the logs show? What is safe to do next?<\/p><p>The useful question is not whether AI can produce a fluent answer about networking. It is whether AI can participate in a real operational workflow with the right context, permissions and controls. InCloud Agent from InHand Networks is built around that distinction: AI participates in inspection, diagnosis, controlled execution and verification\u2014while people keep the permission boundary and the key decisions. The goal is not another monitoring screen; it is less repetitive information gathering and routine work for the teams that support the network.<\/p>\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-5ed4478 elementor-widget elementor-widget-image\" data-id=\"5ed4478\" 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=\"900\" height=\"383\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-1.png\" class=\"attachment-full size-full wp-image-1212707\" alt=\"\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-1.png 900w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-1-300x128.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-1-768x327.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-1-18x8.png 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-1-600x255.png 600w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\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-1feb064 elementor-widget elementor-widget-heading\" data-id=\"1feb064\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Three ways to use InCloud Agent<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a6b326b elementor-widget elementor-widget-text-editor\" data-id=\"a6b326b\" 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>InCloud Agent is available through three entrances, based on whether your devices are managed in InCloud Manager and whether your team already uses an AI agent.<\/p>\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-7acc898 elementor-widget elementor-widget-heading\" data-id=\"7acc898\" 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<h3 class=\"elementor-heading-title elementor-size-default\">1. InCloud Manager (built-in)\u2014cloud-scale operations<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-80e6fa0 elementor-widget elementor-widget-text-editor\" data-id=\"80e6fa0\" 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>Connect your own AI agent with the InCloud Skill. Compatible agents include Claude Code and Codex CLI, as well as any tool that supports the Agent Skills specification. The Skill reaches managed devices and data through InCloud Manager, uses the user&#8217;s InCloud Manager account and cannot exceed its permissions.<\/p><p>Best for teams that already run their own AI agent and want it to operate on InCloud Manager data.<\/p>\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-0084704 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-button\" data-id=\"0084704\" 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:\/\/star.inhandcloud.com\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"icon-&#x7BAD;&#x5934;\" width=\"18.257\" height=\"18\" viewbox=\"0 0 18.257 18\"><rect id=\"&#x77E9;&#x5F62;_241\" data-name=\"&#x77E9;&#x5F62; 241\" width=\"18\" height=\"18\" fill=\"#d9d9d9\" opacity=\"0\"><\/rect><line id=\"&#x76F4;&#x7EBF;_33\" data-name=\"&#x76F4;&#x7EBF; 33\" x2=\"17.1\" transform=\"translate(0.45 9.45)\" fill=\"none\" stroke=\"#fff\" stroke-width=\"1\"><\/line><path id=\"&#x8DEF;&#x5F84;_32\" data-name=\"&#x8DEF;&#x5F84; 32\" d=\"M0,0V8.484H8.277\" transform=\"translate(11.551 15.376) rotate(-135)\" fill=\"none\" stroke=\"#fff\" stroke-linejoin=\"round\" stroke-width=\"1\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Sign In to InCloud Manager<\/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 class=\"elementor-element elementor-element-aa9187b elementor-widget elementor-widget-heading\" data-id=\"aa9187b\" 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<h3 class=\"elementor-heading-title elementor-size-default\">2. InCloud Skill\u2014your own AI agent<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-95c630f elementor-widget elementor-widget-text-editor\" data-id=\"95c630f\" 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>Connect your own AI agent with the InCloud Skill. Compatible agents include Claude Code and Codex CLI, as well as any tool that supports the Agent Skills specification. The Skill reaches managed devices and data through InCloud Manager, uses the user&#8217;s InCloud Manager account and cannot exceed its permissions.<\/p><p>Best for teams that already run their own AI agent and want it to operate on InCloud Manager data.<\/p>\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-b25815b elementor-widget-mobile__width-inherit elementor-widget elementor-widget-button\" data-id=\"b25815b\" 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:\/\/github.com\/inhandnet\/incloud-skills\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"icon-&#x7BAD;&#x5934;\" width=\"18.257\" height=\"18\" viewbox=\"0 0 18.257 18\"><rect id=\"&#x77E9;&#x5F62;_241\" data-name=\"&#x77E9;&#x5F62; 241\" width=\"18\" height=\"18\" fill=\"#d9d9d9\" opacity=\"0\"><\/rect><line id=\"&#x76F4;&#x7EBF;_33\" data-name=\"&#x76F4;&#x7EBF; 33\" x2=\"17.1\" transform=\"translate(0.45 9.45)\" fill=\"none\" stroke=\"#fff\" stroke-width=\"1\"><\/line><path id=\"&#x8DEF;&#x5F84;_32\" data-name=\"&#x8DEF;&#x5F84; 32\" d=\"M0,0V8.484H8.277\" transform=\"translate(11.551 15.376) rotate(-135)\" fill=\"none\" stroke=\"#fff\" stroke-linejoin=\"round\" stroke-width=\"1\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">InCloud Skill<\/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 class=\"elementor-element elementor-element-cf8d16b elementor-widget elementor-widget-heading\" data-id=\"cf8d16b\" 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<h3 class=\"elementor-heading-title elementor-size-default\">3. Direct Device Skill (agent-cli)\u2014the device-side last mile<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-be87480 elementor-widget elementor-widget-text-editor\" data-id=\"be87480\" 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>For devices not managed in InCloud Manager, an on-site engineer uses an AI agent with agent-cli to connect directly to a device\u2014on an intranet, private network, offline environment or a device still being set up, when the operations computer can reach its network. It requires the device address and valid device login credentials. agent-cli is open source under the MIT License, so teams can adopt and inspect it freely.<\/p><p>Best for field engineers working on devices outside cloud management.<\/p><p>Whichever entrance you use, the core workflow is the same\u2014describe the task, gather and analyze the relevant device data, confirm and execute within permissions, and verify the result.<\/p>\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-713fd1c elementor-widget-mobile__width-inherit elementor-widget elementor-widget-button\" data-id=\"713fd1c\" 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:\/\/github.com\/inhandnet\/incloud-cli\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"icon-&#x7BAD;&#x5934;\" width=\"18.257\" height=\"18\" viewbox=\"0 0 18.257 18\"><rect id=\"&#x77E9;&#x5F62;_241\" data-name=\"&#x77E9;&#x5F62; 241\" width=\"18\" height=\"18\" fill=\"#d9d9d9\" opacity=\"0\"><\/rect><line id=\"&#x76F4;&#x7EBF;_33\" data-name=\"&#x76F4;&#x7EBF; 33\" x2=\"17.1\" transform=\"translate(0.45 9.45)\" fill=\"none\" stroke=\"#fff\" stroke-width=\"1\"><\/line><path id=\"&#x8DEF;&#x5F84;_32\" data-name=\"&#x8DEF;&#x5F84; 32\" d=\"M0,0V8.484H8.277\" transform=\"translate(11.551 15.376) rotate(-135)\" fill=\"none\" stroke=\"#fff\" stroke-linejoin=\"round\" stroke-width=\"1\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">InCloud CLI<\/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 class=\"elementor-element elementor-element-271ff8b elementor-widget elementor-widget-image\" data-id=\"271ff8b\" 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=\"900\" height=\"383\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-2.png\" class=\"attachment-large size-large wp-image-1212708\" alt=\"\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-2.png 900w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-2-300x128.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-2-768x327.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-2-18x8.png 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-2-600x255.png 600w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\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-c99497f elementor-widget elementor-widget-heading\" data-id=\"c99497f\" 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<h3 class=\"elementor-heading-title elementor-size-default\">See how it handles real network issues<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b357156 elementor-widget elementor-widget-text-editor\" data-id=\"b357156\" 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>Three everyday problems show the difference between answering a question and advancing a task:<\/p><ul><li><strong>Anomalies across multiple sites.<\/strong>Combine device status, site data, alerts and logs to surface what needs attention first\u2014before a ticket turns into an outage.<\/li><li><strong>Repeated cellular disconnects.<\/strong>With the InCloud Skill, an agent pulls cellular status, signal data and logs to diagnose why a device drops, and reconnect within permission limits.<\/li><li><strong>Devices outside the cloud.<\/strong>An on-site engineer uses agent-cli to read device status and logs and run diagnostics directly.<\/li><\/ul><p>In each case the workflow stays the same: describe, gather and analyze, confirm and execute, then verify.<\/p>\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-baa3e76 elementor-widget elementor-widget-heading\" data-id=\"baa3e76\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Trusted execution in practice<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56f9e01 elementor-widget elementor-widget-image\" data-id=\"56f9e01\" 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=\"900\" height=\"383\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-3.png\" class=\"attachment-large size-large wp-image-1212731\" alt=\"\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-3.png 900w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-3-300x128.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-3-768x327.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-3-18x8.png 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-3-600x255.png 600w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\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-a0f00fa elementor-widget elementor-widget-text-editor\" data-id=\"a0f00fa\" 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><strong>Permission inheritance defines the boundary.<\/strong>\u00a0Tasks inherit the authority already established for the user and the operational context\u2014AI should not gain broader scope just because it can interpret a request. A read-only query, a diagnostic and a configuration change do not carry the same risk; the permission boundary decides what context is used and what actions can be considered.<\/p><p><strong>Pre-checks come before change.<\/strong>\u00a0A recommendation is not an instruction to execute. Before a high-risk change such as a configuration change, firmware upgrade or device restart, the system performs a pre-check and presents an impact statement. The operator reviews the conditions before the action becomes available for confirmation.<\/p><p><strong>Human confirmation is a decision gate.<\/strong>\u00a0For high-risk actions, confirmation is not a courtesy notification. The engineer reviews the pre-check, the impact statement and the supporting context, then decides. The design keeps accountability with the human who holds the decision boundary.<\/p><p><strong>Records make the task inspectable.<\/strong>\u00a0Each task retains evidence, receipts, status and an audit trail, so another operator or a compliance stakeholder can understand what was used, what happened and what was verified. Records do not make every decision correct; they make the process inspectable.<\/p><p><strong>Verification closes the operation.<\/strong>\u00a0After an approved action, the system verifies the result and records the status. That final step separates &#8220;a command was sent&#8221; from &#8220;the outcome was checked&#8221;\u2014and if the result does not support continued execution, the person remains in control of the next decision.<\/p>\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-34d5ac7 elementor-widget elementor-widget-heading\" data-id=\"34d5ac7\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Where this operating model can help<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32c476b elementor-widget elementor-widget-text-editor\" data-id=\"32c476b\" 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<ul><li><strong>Retail branches and enterprise sites:<\/strong>cloud-side inspection and organization-level reports start from the whole network, not a pile of alerts; agent-cli adds a local option when a direct path is needed.<\/li><li><strong>Industrial and energy private networks:<\/strong>agent-cli works in intranets, private networks and offline conditions when the device network is reachable\u2014high-risk changes still pass through pre-check, human confirmation and verification.<\/li><li><strong>Vehicles and unmanned sites:<\/strong>consistent context matters most here.<\/li><li><strong>MSP and channel operations:<\/strong>full-network inspection, organization-level reports and per-task evidence keep one team consistent across the networks they support\u2014with the human decision boundary intact.<\/li><\/ul>\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-2ce0356 elementor-widget elementor-widget-image\" data-id=\"2ce0356\" 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=\"900\" height=\"383\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-4.png\" class=\"attachment-large size-large wp-image-1212732\" alt=\"\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-4.png 900w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-4-300x128.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-4-768x327.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-4-18x8.png 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/08\/\u7ec4-4-600x255.png 600w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\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-52ce506 elementor-widget elementor-widget-heading\" data-id=\"52ce506\" 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<h3 class=\"elementor-heading-title elementor-size-default\">How to evaluate agentic network operations<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d2c53a6 elementor-widget elementor-widget-text-editor\" data-id=\"d2c53a6\" 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>Before adopting any AI-assisted operating model, ask how it behaves in the real workflow: does it use actual organization and device context? Can it support both cloud-side and local-direct work, with network reachability explicit? How does it inherit permissions, present pre-checks, require human confirmation, and verify with evidence?<\/p>\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-2dfa5a9 elementor-widget elementor-widget-heading\" data-id=\"2dfa5a9\" 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<h3 class=\"elementor-heading-title elementor-size-default\">AI can participate without taking over the boundary<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fb8c0bc elementor-widget elementor-widget-text-editor\" data-id=\"fb8c0bc\" 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>AI plays a meaningful role when it has relevant context, a legitimate path to the network and a controlled method for action. The AI Network Assistant handles cloud-side inspection and diagnosis; agent-cli handles the device-side last mile when reachable; trusted execution links both to permissions and human decisions.<\/p><p>The result is a practical vision: wherever your network reaches, professional operations reach too. AI participates in the work. People retain the permission boundary and the key decisions.<\/p><p><strong>Request a demo to see the cloud-side, device-side and trusted-execution workflows together.<\/strong><\/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-2a74113 e-con-full e-flex e-con e-child\" data-id=\"2a74113\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-50d7826 e-con-full e-flex e-con e-child\" data-id=\"50d7826\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8b17fdc elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"8b17fdc\" 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\">\nInCloud Agent<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-338ebc8 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-heading\" data-id=\"338ebc8\" 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\">An AI agent for network operations, helping teams inspect, diagnose, take controlled action, and verify results more efficiently in their day-to-day workflows.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-86e102d e-con-full e-flex e-con e-child\" data-id=\"86e102d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ff17308 elementor-widget elementor-widget-button\" data-id=\"ff17308\" 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=\"\/tr\/products\/incloud-agent\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"icon-&#x7BAD;&#x5934;\" width=\"18.257\" height=\"18\" viewbox=\"0 0 18.257 18\"><rect id=\"&#x77E9;&#x5F62;_241\" data-name=\"&#x77E9;&#x5F62; 241\" width=\"18\" height=\"18\" fill=\"#d9d9d9\" opacity=\"0\"><\/rect><line id=\"&#x76F4;&#x7EBF;_33\" data-name=\"&#x76F4;&#x7EBF; 33\" x2=\"17.1\" transform=\"translate(0.45 9.45)\" fill=\"none\" stroke=\"#fff\" stroke-width=\"1\"><\/line><path id=\"&#x8DEF;&#x5F84;_32\" data-name=\"&#x8DEF;&#x5F84; 32\" d=\"M0,0V8.484H8.277\" transform=\"translate(11.551 15.376) rotate(-135)\" fill=\"none\" stroke=\"#fff\" stroke-linejoin=\"round\" stroke-width=\"1\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Explore Now<\/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<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a14c13b e-con-full anli_l_st e-flex e-con e-child\" data-id=\"a14c13b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_offset&quot;:90,&quot;sticky_effects_offset&quot;:100,&quot;sticky_anchor_link_offset&quot;:100,&quot;sticky_parent&quot;:&quot;yes&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\">\n\t\t<div class=\"elementor-element elementor-element-1da7e082 e-con-full e-flex e-con e-child\" data-id=\"1da7e082\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-69473ed elementor-widget elementor-widget-heading\" data-id=\"69473ed\" 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\">Devam\u0131n\u0131 oku <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-108ac635 elementor-widget elementor-widget-shortcode\" data-id=\"108ac635\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">    <style>\n        \/* --- \u8fd9\u91cc\u7684\u53c2\u6570\u5168\u90e8\u4fdd\u7559\u4f60\u7684\u4fee\u6539 --- *\/\n        .vpro-section-title {\n            display: none;\n        }\n\n        .vpro-wrapper {\n       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     flex-wrap: nowrap;\n                overflow-x: auto;\n                overflow-y: hidden;\n                height: auto;\n                max-width: 100%;\n                gap: 14px;\n                padding: 0.3125rem 0.3125rem 1rem 0.3125rem;\n                scroll-snap-type: x mandatory;\n                -webkit-overflow-scrolling: touch;\n                scrollbar-width: none;\n            }\n\n            .vpro-wrapper::-webkit-scrollbar {\n                display: none;\n            }\n\n            .vpro-item {\n                flex: 0 0 82%;\n                max-width: 18rem;\n                height: auto;\n                margin-bottom: 0;\n                scroll-snap-align: start;\n\t\t\t\tbackground:#F8F9FA;\n\t\t\t\tborder:none;\n            }\n\n            .vpro-bottom-spacer {\n                display: none;\n            }\n\t\t\t.vpro-img-box {\n\n  height: 11rem;\n\n  background: none;\n\n}\n\t\t\t.vpro-img-box img {\n  width: 250px;\n  height: 140px;\n\n        }\n    <\/style>\n\n        \n    <div class=\"vpro-wrapper vpro-not-cases\">\n                    <div class=\"vpro-item\">\n                <div class=\"vpro-img-box\">\n                    <a href=\"https:\/\/www.inhand.com\/tr\/cases\/road-monitoring-sd-wan\">\n                                                    <img loading=\"lazy\" decoding=\"async\" width=\"1360\" height=\"540\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/10\/SD-WAN-networking-facilitates-distributed-road-monitoring.png\" class=\"attachment-full size-full wp-post-image\" alt=\"InHand&#039;in SD-WAN \u00e7\u00f6z\u00fcm\u00fc arac\u0131l\u0131\u011f\u0131yla birbirine ba\u011flanan da\u011f\u0131t\u0131lm\u0131\u015f yol izleme noktalar\u0131.\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/10\/SD-WAN-networking-facilitates-distributed-road-monitoring.png 1360w, https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/10\/SD-WAN-networking-facilitates-distributed-road-monitoring-300x119.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/10\/SD-WAN-networking-facilitates-distributed-road-monitoring-768x305.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/10\/SD-WAN-networking-facilitates-distributed-road-monitoring-18x7.png 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/10\/SD-WAN-networking-facilitates-distributed-road-monitoring-600x238.png 600w\" sizes=\"(max-width: 1360px) 100vw, 1360px\" \/>                                            <\/a>\n                <\/div>\n                <div class=\"vpro-content\">\n                    <div class=\"vpro-title\">\n                        <a href=\"https:\/\/www.inhand.com\/tr\/cases\/road-monitoring-sd-wan\">Da\u011f\u0131t\u0131lm\u0131\u015f Yol \u0130zleme i\u00e7in SD-WAN A\u011flar\u0131<\/a>\n                    <\/div>\n                <\/div>\n            <\/div>\n                    <div class=\"vpro-item\">\n                <div class=\"vpro-img-box\">\n                    <a href=\"https:\/\/www.inhand.com\/tr\/industries\/intelligent-public-transport-system-2\">\n                                                    <div style=\"width:100%;height:100%;display:flex;align-items:center;justify-content:center;background:#eee;color:#999;\">Resim Yok<\/div>\n                                            <\/a>\n                <\/div>\n                <div class=\"vpro-content\">\n                    <div class=\"vpro-title\">\n                        <a href=\"https:\/\/www.inhand.com\/tr\/industries\/intelligent-public-transport-system-2\">Ak\u0131ll\u0131 Toplu Ta\u015f\u0131ma Sistemi<\/a>\n                    <\/div>\n                <\/div>\n            <\/div>\n                    <div class=\"vpro-item\">\n                <div class=\"vpro-img-box\">\n                    <a href=\"https:\/\/www.inhand.com\/tr\/cases\/wireless-connectivity-for-dr-imaging-device\">\n                                                    <img loading=\"lazy\" decoding=\"async\" width=\"1780\" height=\"660\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/Wireless-Connectivity-for-DR-Imaging-Device-banner.jpg\" class=\"attachment-full size-full wp-post-image\" alt=\"\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/Wireless-Connectivity-for-DR-Imaging-Device-banner.jpg 1780w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/Wireless-Connectivity-for-DR-Imaging-Device-banner-300x111.jpg 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/Wireless-Connectivity-for-DR-Imaging-Device-banner-768x285.jpg 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/Wireless-Connectivity-for-DR-Imaging-Device-banner-1536x570.jpg 1536w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/Wireless-Connectivity-for-DR-Imaging-Device-banner-18x7.jpg 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/Wireless-Connectivity-for-DR-Imaging-Device-banner-600x222.jpg 600w\" sizes=\"(max-width: 1780px) 100vw, 1780px\" \/>                                            <\/a>\n                <\/div>\n                <div class=\"vpro-content\">\n                    <div class=\"vpro-title\">\n                        <a href=\"https:\/\/www.inhand.com\/tr\/cases\/wireless-connectivity-for-dr-imaging-device\">DR G\u00f6r\u00fcnt\u00fcleme Cihaz\u0131 i\u00e7in Kablosuz Ba\u011flant\u0131<\/a>\n                    <\/div>\n                <\/div>\n            <\/div>\n                    <div class=\"vpro-item\">\n                <div class=\"vpro-img-box\">\n                    <a href=\"https:\/\/www.inhand.com\/tr\/cases\/5g-connectivity-for-business-travels\">\n                                                    <img loading=\"lazy\" decoding=\"async\" width=\"1780\" height=\"660\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Business-Travels-banner.jpg\" class=\"attachment-full size-full wp-post-image\" alt=\"\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Business-Travels-banner.jpg 1780w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Business-Travels-banner-300x111.jpg 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Business-Travels-banner-768x285.jpg 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Business-Travels-banner-1536x570.jpg 1536w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Business-Travels-banner-18x7.jpg 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Business-Travels-banner-600x222.jpg 600w\" sizes=\"(max-width: 1780px) 100vw, 1780px\" \/>                                            <\/a>\n                <\/div>\n                <div class=\"vpro-content\">\n                    <div class=\"vpro-title\">\n                        <a href=\"https:\/\/www.inhand.com\/tr\/cases\/5g-connectivity-for-business-travels\">\u0130\u015f Seyahatleri i\u00e7in 5G Ba\u011flant\u0131s\u0131<\/a>\n                    <\/div>\n                <\/div>\n            <\/div>\n                    <div class=\"vpro-item\">\n                <div class=\"vpro-img-box\">\n                    <a href=\"https:\/\/www.inhand.com\/tr\/cases\/5g-connectivity-for-small-retail-stores\">\n                                                    <img loading=\"lazy\" decoding=\"async\" width=\"1780\" height=\"660\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Small-Retail-Stores-banner.jpg\" class=\"attachment-full size-full wp-post-image\" alt=\"\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Small-Retail-Stores-banner.jpg 1780w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Small-Retail-Stores-banner-300x111.jpg 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Small-Retail-Stores-banner-768x285.jpg 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Small-Retail-Stores-banner-1536x570.jpg 1536w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Small-Retail-Stores-banner-18x7.jpg 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Small-Retail-Stores-banner-600x222.jpg 600w\" sizes=\"(max-width: 1780px) 100vw, 1780px\" \/>                                            <\/a>\n                <\/div>\n                <div class=\"vpro-content\">\n                    <div class=\"vpro-title\">\n                        <a href=\"https:\/\/www.inhand.com\/tr\/cases\/5g-connectivity-for-small-retail-stores\">K\u00fc\u00e7\u00fck Perakende Ma\u011fazalar\u0131 i\u00e7in 5G Ba\u011flant\u0131s\u0131<\/a>\n                    <\/div>\n                <\/div>\n            <\/div>\n                    <div class=\"vpro-item\">\n                <div class=\"vpro-img-box\">\n                    <a href=\"https:\/\/www.inhand.com\/tr\/cases\/5g-connectivity-for-rv-travel\">\n                                                    <img loading=\"lazy\" decoding=\"async\" width=\"1780\" height=\"660\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-RV-Travel-banner.jpg\" class=\"attachment-full size-full wp-post-image\" alt=\"\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-RV-Travel-banner.jpg 1780w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-RV-Travel-banner-300x111.jpg 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-RV-Travel-banner-768x285.jpg 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-RV-Travel-banner-1536x570.jpg 1536w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-RV-Travel-banner-18x7.jpg 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-RV-Travel-banner-600x222.jpg 600w\" sizes=\"(max-width: 1780px) 100vw, 1780px\" \/>                                            <\/a>\n                <\/div>\n                <div class=\"vpro-content\">\n                    <div class=\"vpro-title\">\n                        <a href=\"https:\/\/www.inhand.com\/tr\/cases\/5g-connectivity-for-rv-travel\">Karavan Seyahatleri i\u00e7in 5G Ba\u011flant\u0131s\u0131<\/a>\n                    <\/div>\n                <\/div>\n            <\/div>\n        \n        <div class=\"vpro-bottom-spacer\"><\/div>\n    <\/div>\n    \n<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>InHand Networks launches InCloud Agent, enabling AI to actively participate in network operations under controlled permissions. With cloud inspection, integration with custom AI agents, and on-device direct access, it covers retail chains, industrial private networks, and offline sites. Humans retain decision-making authority while AI handles the real work\u2014wherever the network extends, professional operations follow.<\/p>","protected":false},"author":9,"featured_media":1212736,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[817],"tags":[],"case_tag":[],"class_list":["post-1212705","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blogs"],"blocksy_meta":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.6 (Yoast SEO v26.6) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>InCloud Agent: AI-Powered Network Operations | Trusted Execution<\/title>\n<meta name=\"description\" content=\"InCloud Agent is an AI network operations agent from InHand Networks. Use it built into InCloud Manager, connect your own AI agent via InCloud Skill, or directly access devices with agent-cli. Five trusted execution mechanisms keep permissions and decisions with your team.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/trusted-ai\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI in Your Network: What &quot;Trusted Execution&quot; Actually Means\" \/>\n<meta property=\"og:description\" content=\"InCloud Agent is an AI network operations agent from InHand Networks. Use it built into InCloud Manager, connect your own AI agent via InCloud Skill, or directly access devices with agent-cli. 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