{"id":993,"date":"2026-03-06T14:41:28","date_gmt":"2026-03-06T14:41:28","guid":{"rendered":"https:\/\/digiom.fi\/kradi\/?page_id=993"},"modified":"2026-08-12T14:47:08","modified_gmt":"2026-08-12T11:47:08","slug":"reid-edge-device","status":"publish","type":"page","link":"https:\/\/marshallai.com\/fi\/reid-edge-device\/","title":{"rendered":"REID Edge Device"},"content":{"rendered":"<div class=\"mai-section gb-element-c22c7769\">\n<div class=\"mai-container__inner-narrow gb-element-87b82932\">\n<section class=\"reid-section\">\n\n  <!-- \u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\n       HERO ROW\n  \u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550 -->\n  <div class=\"reid-hero\">\n\n    <!-- Image -->\n    <div class=\"reid-image-card reid-reveal\">\n      <div class=\"img-corner tl\"><\/div>\n      <div class=\"img-corner tr\"><\/div>\n      <div class=\"img-corner bl\"><\/div>\n      <div class=\"img-corner br\"><\/div>\n      <img decoding=\"async\" src=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/02\/MAI-AFSA-REID-G-004-G-scaled.png\" alt=\"REID-4 Edge Device\">\n      <div class=\"reid-image-label\">Rugged Edge Intelligence Device<\/div>\n      <div class=\"reid-origin\">\ud83c\uddeb\ud83c\uddee Finland<\/div>\n    <\/div>\n\n    <!-- Intro copy -->\n    <div class=\"reid-intro reid-reveal\">\n      <div class=\"reid-model\">REID-4 \u00b7 Rugged Edge Intelligence Device<\/div>\n      <h1 class=\"reid-title\">Rugged <br><span>Edge AI Device<\/span><\/h1>\n      <p class=\"reid-desc\">\nREID-4 carries full hardware resources and all software required to train and run real-time AI processes on-site.<br>        \nComputing capability and storage to operate complex analysis tasks for 5\u201315 simultaneous data streams in the most demanding and harsh environments.\n      <\/p>\n\n      <div class=\"reid-callouts\">\n        <div class=\"reid-callout\">\n          <div class=\"reid-callout-dot\"><\/div>\n          5\u201315 simultaneous streams\n        <\/div>\n        <div class=\"reid-callout\">\n          <div class=\"reid-callout-dot\"><\/div>\n          On-device neural net training\n        <\/div>\n        <div class=\"reid-callout\">\n          <div class=\"reid-callout-dot\"><\/div>\n          4 kg \u00b7 Single CAT6\n        <\/div>\n        <div class=\"reid-callout\">\n          <div class=\"reid-callout-dot\"><\/div>\n          IP68 \u00b7 \u201340 to +50 \u00b0C\n        <\/div>\n      <\/div>\n\n      <div class=\"reid-milstd\">\n        <div class=\"reid-milstd-icon\">\n          <svg width=\"14\" height=\"14\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.8\" stroke-linecap=\"round\" stroke-linejoin=\"round\">\n            <path d=\"M12 22s8-4 8-10V5l-8-3-8 3v7c0 6 8 10 8 10z\"><\/path>\n          <\/svg>\n        <\/div>\n        Designed to MIL-STD-810H standards \u00b7 AECTP 100-500 compliant\n      <\/div>\n    <\/div>\n\n  <\/div>\n\n  <!-- \u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\n       SPEC PANELS\n  \u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550 -->\n  <div class=\"reid-specs-grid\">\n\n    <!-- Hardware -->\n    <div class=\"reid-panel reid-reveal\">\n      <div class=\"reid-panel-title\">Hardware<\/div>\n      <div class=\"spec-row\">\n        <span class=\"spec-key\">CPU Architecture<\/span>\n        <span class=\"spec-val accent\">ARMv8<\/span>\n      <\/div>\n      <div class=\"spec-row\">\n        <span class=\"spec-key\">Storage<\/span>\n        <span class=\"spec-val\">1 TB<\/span>\n      <\/div>\n      <div class=\"spec-row\">\n        <span class=\"spec-key\">Weight<\/span>\n        <span class=\"spec-val\">4 kg<\/span>\n      <\/div>\n      <div class=\"spec-row\">\n        <span class=\"spec-key\">Enclosure<\/span>\n        <span class=\"spec-val\">Anodised aluminium<\/span>\n      <\/div>\n      <div class=\"spec-row\">\n        <span class=\"spec-key\">Surface<\/span>\n        <span class=\"spec-val\">Ceramic coating<\/span>\n      <\/div>\n    <\/div>\n\n    <!-- Environmental -->\n    <div class=\"reid-panel reid-reveal\">\n      <div class=\"reid-panel-title\">Environmental<\/div>\n      <div class=\"spec-row\">\n        <span class=\"spec-key\">Op. Temperature<\/span>\n        <span class=\"spec-val accent\">\u201340 \u2192 +50 \u00b0C<\/span>\n      <\/div>\n      <div class=\"spec-row\">\n        <span class=\"spec-key\">Immersion<\/span>\n        <span class=\"spec-val\">IP68<\/span>\n      <\/div>\n      <div class=\"spec-row\">\n        <span class=\"spec-key\">Standard<\/span>\n        <span class=\"spec-val\">MIL-STD-810H<\/span>\n      <\/div>\n      <div class=\"spec-row\">\n        <span class=\"spec-key\">Compliance<\/span>\n        <span class=\"spec-val\">AECTP 100-500<\/span>\n      <\/div>\n      <div class=\"spec-row\">\n        <span class=\"spec-key\">Origin<\/span>\n        <span class=\"spec-val cyan\">Finland<\/span>\n      <\/div>\n    <\/div>\n\n    <!-- Connectivity -->\n    <div class=\"reid-panel reid-reveal\">\n      <div class=\"reid-panel-title\">Connectivity &amp; Management<\/div>\n      <div class=\"spec-row\">\n        <span class=\"spec-key\">Nomenclature<\/span>\n        <span class=\"spec-val accent\">REID-v4<\/span>\n      <\/div>\n      <div class=\"spec-row\">\n        <span class=\"spec-key\">Connection<\/span>\n        <span class=\"spec-val\">Single CAT6<\/span>\n      <\/div>\n      <div class=\"spec-row\">\n        <span class=\"spec-key\">Power &amp; Data<\/span>\n        <span class=\"spec-val\">Combined CAT6<\/span>\n      <\/div>\n      <div class=\"spec-row\">\n        <span class=\"spec-key\">Management UI<\/span>\n        <span class=\"spec-val\">WebUI<\/span>\n      <\/div>\n      <div class=\"spec-row\">\n        <span class=\"spec-key\">API<\/span>\n        <span class=\"spec-val\">JSON REST<\/span>\n      <\/div>\n    <\/div>\n\n  <\/div><!-- .reid-specs-grid -->\n\n  <!-- \u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\n       INPUT \/ OUTPUT\n  \u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550 -->\n  <div class=\"reid-io-grid\">\n\n    <!-- INPUT -->\n    <div class=\"reid-io-panel reid-reveal\">\n      <div class=\"reid-io-header\">\n        <div class=\"reid-io-icon\" style=\"background:rgba(0,212,255,0.08); border:1px solid rgba(0,212,255,0.18);\">\n          <svg width=\"15\" height=\"15\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"#00d4ff\" stroke-width=\"1.8\" stroke-linecap=\"round\" stroke-linejoin=\"round\">\n            <polyline points=\"8 17 12 21 16 17\"><\/polyline>\n            <line x1=\"12\" y1=\"12\" x2=\"12\" y2=\"21\"><\/line>\n            <path d=\"M20.88 18.09A5 5 0 0 0 18 9h-1.26A8 8 0 1 0 3 16.29\"><\/path>\n          <\/svg>\n        <\/div>\n        <div class=\"reid-io-title\" style=\"color: var(--accent);\">Input<\/div>\n      <\/div>\n\n      <div class=\"io-type\">\n        <span class=\"io-type-key\" style=\"color:var(--accent);\">Video<\/span>\n        <div class=\"io-type-vals\">\n          <span class=\"io-tag\">JPEG<\/span><span class=\"io-tag\">PNG<\/span>\n          <span class=\"io-tag\">H.264<\/span><span class=\"io-tag\">MP4<\/span>\n          <span class=\"io-tag\">AVI<\/span><span class=\"io-tag\">MOV<\/span>\n          <span class=\"io-tag\">MKV<\/span><span class=\"io-tag\">MJPEG<\/span>\n          <span class=\"io-tag\">RTSP<\/span><span class=\"io-tag\">RTMP<\/span>\n          <span class=\"io-tag\">GeoTIFF<\/span>\n        <\/div>\n      <\/div>\n\n      <div class=\"io-type\">\n        <span class=\"io-type-key\" style=\"color:var(--green);\">Audio<\/span>\n        <div class=\"io-type-vals\">\n          <span class=\"io-tag\">AAC<\/span><span class=\"io-tag\">WAV<\/span>\n          <span class=\"io-tag\">AIFF<\/span><span class=\"io-tag\">MP3<\/span>\n          <span class=\"io-tag\">RTSP<\/span><span class=\"io-tag\">RTMP<\/span>\n        <\/div>\n      <\/div>\n\n      <div class=\"io-type\">\n        <span class=\"io-type-key\" style=\"color:#b44fff;\">Radio<\/span>\n        <div class=\"io-type-vals\">\n          <span class=\"io-tag\">32-bit IQ-WAV<\/span>\n          <span class=\"io-tag\">SDR<\/span>\n        <\/div>\n      <\/div>\n\n      <div class=\"io-type\">\n        <span class=\"io-type-key\" style=\"color:#ffaa00;\">Data<\/span>\n        <div class=\"io-type-vals\">\n          <span class=\"io-tag\">HTTP GET\/POST<\/span>\n          <span class=\"io-tag\">TCP\/UDP<\/span>\n          <span class=\"io-tag\">MQTT<\/span>\n        <\/div>\n      <\/div>\n    <\/div>\n\n    <!-- OUTPUT -->\n    <div class=\"reid-io-panel reid-reveal\">\n      <div class=\"reid-io-header\">\n        <div class=\"reid-io-icon\" style=\"background:rgba(255,140,53,0.08); border:1px solid rgba(255,140,53,0.22);\">\n          <svg width=\"15\" height=\"15\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"#ff8c35\" stroke-width=\"1.8\" stroke-linecap=\"round\" stroke-linejoin=\"round\">\n            <polyline points=\"16 17 20 21 16 25\"><\/polyline>\n            <polyline points=\"8 7 12 3 16 7\"><\/polyline>\n            <line x1=\"12\" y1=\"3\" x2=\"12\" y2=\"12\"><\/line>\n            <path d=\"M20.88 18.09A5 5 0 0 0 18 9h-1.26A8 8 0 1 0 3 16.29\"><\/path>\n          <\/svg>\n        <\/div>\n        <div class=\"reid-io-title\" style=\"color: var(--orange);\">Output<\/div>\n      <\/div>\n\n      <div class=\"io-type\">\n        <span class=\"io-type-key\" style=\"color:var(--accent);\">Video<\/span>\n        <div class=\"io-type-vals\">\n          <span class=\"io-tag\">JPEG<\/span>\n          <span class=\"io-tag\">AVI<\/span>\n          <span class=\"io-tag\">BASE64 JPEG<\/span>\n        <\/div>\n      <\/div>\n\n      <div class=\"io-type\">\n        <span class=\"io-type-key\" style=\"color:var(--green);\">Audio<\/span>\n        <div class=\"io-type-vals\">\n          <span class=\"io-tag\">WAV<\/span>\n        <\/div>\n      <\/div>\n\n      <div class=\"io-type\">\n        <span class=\"io-type-key\" style=\"color:#b44fff;\">Radio<\/span>\n        <div class=\"io-type-vals\">\n          <span class=\"io-tag\" style=\"color:var(--sub2);\">N\/A<\/span>\n        <\/div>\n      <\/div>\n\n      <div class=\"io-type\">\n        <span class=\"io-type-key\" style=\"color:#ffaa00;\">Data<\/span>\n        <div class=\"io-type-vals\">\n          <span class=\"io-tag\">JSON<\/span>\n          <span class=\"io-tag\">HTTP GET\/POST<\/span>\n          <span class=\"io-tag\">TCP\/UDP<\/span>\n          <span class=\"io-tag\">MQTT<\/span>\n          <span class=\"io-tag\">ModbusTCP<\/span>\n          <span class=\"io-tag\">MOXA Relays<\/span>\n          <span class=\"io-tag\">Digital Output<\/span>\n          <span class=\"io-tag\">SMS<\/span>\n          <span class=\"io-tag\">E-mail<\/span>\n          <span class=\"io-tag\">InfluxDB<\/span>\n        <\/div>\n      <\/div>\n    <\/div>\n\n  <\/div><!-- .reid-io-grid -->\n\n<\/section>\n<\/div>\n<\/div>\n\n\n\n<div class=\"mai-section gb-element-130e2384\">\n<div class=\"mai-container_inner-content\">\n<div class=\"gb-element-27a94a08\">\n<div>\n<img decoding=\"async\" class=\"gb-media-e5569a30\" alt=\"\" title=\"MarshallAI_in_production_REID\" src=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/03\/MarshallAI_in_production_REID-1024x666.webp\"\/>\n<\/div>\n\n\n\n<div>\n<img loading=\"lazy\" decoding=\"async\" width=\"1500\" height=\"857\" class=\"gb-media-548c59c3\" alt=\"\" title=\"MarshshallAI_REID_edge_device_in_field-greyscale\" src=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/05\/MarshshallAI_REID_edge_device_in_field-greyscale-1500x857.webp\" srcset=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/05\/MarshshallAI_REID_edge_device_in_field-greyscale-1500x857.webp 1500w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/05\/MarshshallAI_REID_edge_device_in_field-greyscale-500x286.webp 500w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/05\/MarshshallAI_REID_edge_device_in_field-greyscale-768x439.webp 768w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/05\/MarshshallAI_REID_edge_device_in_field-greyscale-1536x878.webp 1536w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/05\/MarshshallAI_REID_edge_device_in_field-greyscale.webp 1920w\" sizes=\"auto, (max-width: 1500px) 100vw, 1500px\" \/>\n<\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Rugged Edge Intelligence Device \ud83c\uddeb\ud83c\uddee Finland REID-4 \u00b7 Rugged Edge Intelligence Device Rugged Edge AI Device REID-4 carries full hardware resources and all software required to train and run real-time AI processes on-site. Computing capability and storage to operate complex analysis tasks for 5\u201315 simultaneous data streams in the most demanding and harsh environments. 5\u201315 &#8230; <a title=\"REID Edge Device\" class=\"read-more\" href=\"https:\/\/marshallai.com\/fi\/reid-edge-device\/\" aria-label=\"Lue lis\u00e4\u00e4 aiheesta REID Edge Device\">Lue lis\u00e4\u00e4<\/a><\/p>","protected":false},"author":1,"featured_media":2524,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"content-type":"","page_theme":"","footnotes":""},"class_list":["post-993","page","type-page","status-publish","has-post-thumbnail"],"_links":{"self":[{"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages\/993","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/comments?post=993"}],"version-history":[{"count":15,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages\/993\/revisions"}],"predecessor-version":[{"id":3305,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages\/993\/revisions\/3305"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/media\/2524"}],"wp:attachment":[{"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/media?parent=993"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}