{"id":756,"date":"2025-12-23T14:20:27","date_gmt":"2025-12-23T14:20:27","guid":{"rendered":"https:\/\/phisonaidaptiv.com\/?page_id=756"},"modified":"2026-01-14T18:27:11","modified_gmt":"2026-01-14T18:27:11","slug":"inference","status":"publish","type":"page","link":"https:\/\/phisonaidaptiv.com\/zh-tw\/inference\/","title":{"rendered":"\u63a8\u7406"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"756\" class=\"elementor elementor-756\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-271e2d7 e-flex e-con-boxed e-con e-parent\" data-id=\"271e2d7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-8f41d7c e-con-full e-flex e-con e-child\" data-id=\"8f41d7c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-62283b9 elementor-widget elementor-widget-heading\" data-id=\"62283b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Rethink AI Inference for your business<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a93afc8 elementor-widget-mobile__width-inherit elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"a93afc8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Fast, private LLM inference on everyday devices \u2014 not endless servers or cloud bills.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1a19a1a e-con-full e-flex e-con e-child\" data-id=\"1a19a1a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-f4847a8 e-con-full e-flex e-con e-child\" data-id=\"f4847a8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2b1ac98 elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"2b1ac98\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/phisonaidaptiv.com\/wp-content\/uploads\/2025\/12\/aiDAPTIV-Plus1-PageFlyer.pdf\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Explore technical details<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fb532b5 e-flex e-con-boxed e-con e-parent\" data-id=\"fb532b5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-9d11b54 e-con-full e-flex e-con e-child\" data-id=\"9d11b54\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0803f8f elementor-widget elementor-widget-image\" data-id=\"0803f8f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"40\" height=\"38\" src=\"https:\/\/phisonaidaptiv.com\/wp-content\/uploads\/2025\/12\/Speed.svg\" class=\"attachment-large size-large wp-image-763\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-75480b1 elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"75480b1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Inference faster. Stay on-prem.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d2b361c elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"d2b361c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>aiDAPTIV+ turns local PCs, workstations, and IoT edge systems into efficient, private inference engines with simple setup. No cloud latency. No data exposure. Just responsive AI running where you work and learn.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-79e3c1c e-con-full e-flex e-con e-child\" data-id=\"79e3c1c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d2bae81 elementor-widget elementor-widget-image\" data-id=\"d2bae81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"46\" height=\"46\" src=\"https:\/\/phisonaidaptiv.com\/wp-content\/uploads\/2025\/12\/Cost.svg\" class=\"attachment-large size-large wp-image-764\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3593373 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-heading\" data-id=\"3593373\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">It pays to go cloud-free.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78fe833 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"78fe833\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>aiDAPTIV+ makes custom-trained AI accessible\u2014delivering a simple, secure, and affordable solution for inferencing locally. No ongoing, unpredictable cloud costs. No shocking power bills. No data leaving your walls.<br \/><br \/><\/p><ul><li>Simple plug-and-play<\/li><li>Cost-effective<\/li><li>Fits your form factor (laptop, desktop, workstation, edge device)<\/li><li>100% on-prem data privacy<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5b2da1f e-flex e-con-boxed e-con e-parent\" data-id=\"5b2da1f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-b6d61b7 e-con-full e-flex e-con e-child\" data-id=\"b6d61b7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a126984 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-heading\" data-id=\"a126984\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How aiDAPTIV+ Enables Inference on Everyday Devices<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a9762ca elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"a9762ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>aiDAPTIV+ combines Phison high-performance flash with smart software to deliver fast, reliable LLM inference on everyday devices including PCs, workstations, and edge systems.<br \/><br \/>As LLM chat conversations grow, the model must store more recent \u201cmemory\u201d (KV cache). When this exceeds GPU VRAM, performance slows sharply due to recomputation or GPU stalls. aiDAPTIV+ extends GPU-accessible memory using flash and intelligently manages that data so it\u2019s available when the GPU needs it.<br \/><br \/>The GPU stays busy. Latency stays predictable. Users get smoother, more capable interactions \u2014 even with long prompts and agent workflows.<br \/><br \/><\/p><ul><li>Faster responses with longer context<\/li><li>More accurate and relevant results<\/li><li>Full data privacy and sovereignty<\/li><li>No pipeline or model refactoring required<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9b779e5 e-con-full e-flex e-con e-child\" data-id=\"9b779e5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-de05929 elementor-widget elementor-widget-image\" data-id=\"de05929\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"640\" height=\"499\" src=\"https:\/\/phisonaidaptiv.com\/wp-content\/uploads\/2025\/12\/Graphics-Inference-Website01-1.svg\" class=\"attachment-large size-large wp-image-768\" alt=\"\" \/>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5608226 e-flex e-con-boxed e-con e-parent\" data-id=\"5608226\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-57ec476 e-con-full e-flex e-con e-child\" data-id=\"57ec476\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-17ee762 e-con-full e-flex e-con e-child\" data-id=\"17ee762\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-416cc20 e-con-full e-flex e-con e-child\" data-id=\"416cc20\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7222984 elementor-widget elementor-widget-heading\" data-id=\"7222984\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Use cases<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7752f88 e-con-full e-flex e-con e-child\" data-id=\"7752f88\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0b6b581 elementor-widget elementor-widget-heading\" data-id=\"0b6b581\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">How aiDAPTIV+ helps<\/h3>\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-7bf6160 e-con-full e-flex e-con e-child\" data-id=\"7bf6160\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-32fcd68 e-con-full e-flex e-con e-child\" data-id=\"32fcd68\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5376563 elementor-widget elementor-widget-text-editor\" data-id=\"5376563\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Domain-specific copilots and chatbots<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7d48b03 e-con-full e-flex e-con e-child\" data-id=\"7d48b03\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-36dd563 elementor-widget elementor-widget-text-editor\" data-id=\"36dd563\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Serve assistants that are tuned to your business or curriculum using local data, without exposing that data to third-party clouds.<\/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-9fe97da e-con-full e-flex e-con e-child\" data-id=\"9fe97da\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-d307c0f e-con-full e-flex e-con e-child\" data-id=\"d307c0f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f5d6657 elementor-widget elementor-widget-text-editor\" data-id=\"f5d6657\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>RAG and document understanding<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b1db4f2 e-con-full e-flex e-con e-child\" data-id=\"b1db4f2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-971cfba elementor-widget elementor-widget-text-editor\" data-id=\"971cfba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Run retrieval-augmented generation pipelines on-prem to answer questions from internal documents, manuals, research, or records while keeping content private.<\/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-a961011 e-con-full e-flex e-con e-child\" data-id=\"a961011\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-c101fbf e-con-full e-flex e-con e-child\" data-id=\"c101fbf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d420717 elementor-widget elementor-widget-text-editor\" data-id=\"d420717\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Coding assistants and tools<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ab30bcc e-con-full e-flex e-con e-child\" data-id=\"ab30bcc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-35df5ad elementor-widget elementor-widget-text-editor\" data-id=\"35df5ad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Host local code copilots that understand your repositories, build systems, and internal libraries \u2014 all from a secured workstation.<\/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-f45ab0d e-con-full e-flex e-con e-child\" data-id=\"f45ab0d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-edac905 e-con-full e-flex e-con e-child\" data-id=\"edac905\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1e112e0 elementor-widget elementor-widget-text-editor\" data-id=\"1e112e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Agentic and long-context workflows<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7ea8591 e-con-full e-flex e-con e-child\" data-id=\"7ea8591\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ecd0c51 elementor-widget elementor-widget-text-editor\" data-id=\"ecd0c51\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Support multi-step agents, longer session histories, and richer tool use by giving models more working memory without sacrificing latency.<\/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-9880501 e-con-full e-flex e-con e-child\" data-id=\"9880501\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3122228 e-con-full e-flex e-con e-child\" data-id=\"3122228\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a52f3a1 elementor-widget elementor-widget-text-editor\" data-id=\"a52f3a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Learning and experimentation<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0156cb2 e-con-full e-flex e-con e-child\" data-id=\"0156cb2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-929e3c6 elementor-widget elementor-widget-text-editor\" data-id=\"929e3c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Give teams and students a hands-on environment to explore LLM behavior, safety, and evaluation using real workloads on local hardware.<\/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\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-98a2645 e-flex e-con-boxed e-con e-parent\" data-id=\"98a2645\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-a4e22e0 e-con-full e-flex e-con e-child\" data-id=\"a4e22e0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-177ec99 elementor-widget elementor-widget-image\" data-id=\"177ec99\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"595\" height=\"595\" src=\"https:\/\/phisonaidaptiv.com\/wp-content\/uploads\/2025\/12\/Placeholder-Image.png\" class=\"attachment-large size-large wp-image-777\" alt=\"\" srcset=\"https:\/\/phisonaidaptiv.com\/wp-content\/uploads\/2025\/12\/Placeholder-Image.png 595w, https:\/\/phisonaidaptiv.com\/wp-content\/uploads\/2025\/12\/Placeholder-Image-300x300.png 300w, https:\/\/phisonaidaptiv.com\/wp-content\/uploads\/2025\/12\/Placeholder-Image-150x150.png 150w\" sizes=\"(max-width: 595px) 100vw, 595px\" \/>\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<div class=\"elementor-element elementor-element-628729a e-con-full e-flex e-con e-child\" data-id=\"628729a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bff9765 elementor-widget elementor-widget-image\" data-id=\"bff9765\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"637\" height=\"497\" src=\"https:\/\/phisonaidaptiv.com\/wp-content\/uploads\/2026\/01\/Graphics-Inference-Website02-3.svg\" class=\"attachment-large size-large wp-image-1196\" alt=\"\" \/>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-837f26a e-flex e-con-boxed e-con e-parent\" data-id=\"837f26a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-2ddba3a e-con-full e-flex e-con e-child\" data-id=\"2ddba3a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-71b41b1 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"71b41b1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Choose your Inference setup<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-088eb79 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"088eb79\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>aiDAPTIV+ makes local inference possible on a range of personal computer and workstation form factors by extending the memory available to the GPU. That means you can select the right balance of cost, performance, and capacity for your workload.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-156a84d e-con-full e-flex e-con e-child\" data-id=\"156a84d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-f91c2ef e-con-full e-flex e-con e-child\" data-id=\"f91c2ef\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-088b6f6 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"088b6f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"405\" height=\"240\" src=\"https:\/\/phisonaidaptiv.com\/wp-content\/uploads\/2025\/12\/Placeholder-Image-1.png\" class=\"attachment-full size-full wp-image-789\" alt=\"\" srcset=\"https:\/\/phisonaidaptiv.com\/wp-content\/uploads\/2025\/12\/Placeholder-Image-1.png 405w, https:\/\/phisonaidaptiv.com\/wp-content\/uploads\/2025\/12\/Placeholder-Image-1-300x178.png 300w\" sizes=\"(max-width: 405px) 100vw, 405px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Laptop PC<\/h3><p class=\"elementor-image-box-description\">Portable local inference for up to <br \/>\nmid-sized models and interactive use.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9dc5689 e-con-full e-flex e-con e-child\" data-id=\"9dc5689\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a71c2f3 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"a71c2f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"405\" height=\"240\" src=\"https:\/\/phisonaidaptiv.com\/wp-content\/uploads\/2025\/12\/Placeholder-Image-2.png\" class=\"attachment-full size-full wp-image-788\" alt=\"\" srcset=\"https:\/\/phisonaidaptiv.com\/wp-content\/uploads\/2025\/12\/Placeholder-Image-2.png 405w, https:\/\/phisonaidaptiv.com\/wp-content\/uploads\/2025\/12\/Placeholder-Image-2-300x178.png 300w\" sizes=\"(max-width: 405px) 100vw, 405px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Desktop PC<\/h3><p class=\"elementor-image-box-description\">Reliable on-prem inference for teams,<br \/> labs, and small departments.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ef2167b e-con-full e-flex e-con e-child\" data-id=\"ef2167b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-549ef05 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"549ef05\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"405\" height=\"240\" src=\"https:\/\/phisonaidaptiv.com\/wp-content\/uploads\/2025\/12\/Placeholder-Image-3.png\" class=\"attachment-full size-full wp-image-787\" alt=\"\" srcset=\"https:\/\/phisonaidaptiv.com\/wp-content\/uploads\/2025\/12\/Placeholder-Image-3.png 405w, https:\/\/phisonaidaptiv.com\/wp-content\/uploads\/2025\/12\/Placeholder-Image-3-300x178.png 300w\" sizes=\"(max-width: 405px) 100vw, 405px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Desktop workstation<\/h3><p class=\"elementor-image-box-description\">Higher-capacity systems for larger<br \/> models, longer contexts, or multiple <br \/>concurrent users.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-518d2e3 e-flex e-con-boxed e-con e-parent\" data-id=\"518d2e3\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-51683e4 e-con-full e-flex e-con e-child\" data-id=\"51683e4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3d59e4d elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"3d59e4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Talk to us about Inference<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-53c675f elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"53c675f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tHave questions about performance, model sizes, or hardware fit?<br> The aiDAPTIV+ team can help you choose the right configuration and understand what to expect for your workloads.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ffdd6b0 elementor-align-left elementor-widget elementor-widget-button\" data-id=\"ffdd6b0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#contact-us\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact Us<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-aa5b96f e-con-full e-flex e-con e-child\" data-id=\"aa5b96f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4a8c68c elementor-widget elementor-widget-image\" data-id=\"4a8c68c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"640\" src=\"https:\/\/phisonaidaptiv.com\/wp-content\/uploads\/2025\/12\/Image.png\" class=\"attachment-large size-large wp-image-797\" alt=\"\" srcset=\"https:\/\/phisonaidaptiv.com\/wp-content\/uploads\/2025\/12\/Image.png 640w, https:\/\/phisonaidaptiv.com\/wp-content\/uploads\/2025\/12\/Image-300x300.png 300w, https:\/\/phisonaidaptiv.com\/wp-content\/uploads\/2025\/12\/Image-150x150.png 150w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6360670 e-flex e-con-boxed e-con e-parent\" data-id=\"6360670\" data-element_type=\"container\" data-e-type=\"container\" id=\"contact-us\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6dd5f5c e-con-full e-flex e-con e-child\" data-id=\"6dd5f5c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-10f082e elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"10f082e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Contact us<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0684ace elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"0684ace\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Have a question about how aiDAPTIV+ works in your environment? Need help selecting the right solution or understanding performance expectations?<\/p><p>We\u2019re here to help\u2014from technical queries to purchasing decisions. Fill out the form and a member of the aiDAPTIV+ team will get back to you promptly.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9f7e116 e-con-full e-flex e-con e-child\" data-id=\"9f7e116\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0d3ce1e elementor-button-align-start elementor-widget elementor-widget-form\" data-id=\"0d3ce1e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;step_next_label&quot;:&quot;Next&quot;,&quot;step_previous_label&quot;:&quot;Previous&quot;,&quot;button_width&quot;:&quot;100&quot;,&quot;step_type&quot;:&quot;number_text&quot;,&quot;step_icon_shape&quot;:&quot;circle&quot;}\" data-widget_type=\"form.default\">\n\t\t\t\t\t\t\t<form class=\"elementor-form\" method=\"post\" name=\"New Form\" aria-label=\"New Form\">\n\t\t\t<input type=\"hidden\" name=\"post_id\" value=\"756\"\/>\n\t\t\t<input type=\"hidden\" name=\"form_id\" value=\"0d3ce1e\"\/>\n\t\t\t<input type=\"hidden\" name=\"referer_title\" value=\"Inference\" \/>\n\n\t\t\t\t\t\t\t<input type=\"hidden\" name=\"queried_id\" value=\"756\"\/>\n\t\t\t\n\t\t\t<div class=\"elementor-form-fields-wrapper elementor-labels-\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-name elementor-col-50 elementor-sm-50 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-name\" class=\"elementor-field-label elementor-screen-only\">\n\t\t\t\t\t\t\t\tFirst Name\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[name]\" id=\"form-field-name\" class=\"elementor-field elementor-size-md  elementor-field-textual\" placeholder=\"First Name\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_b316588 elementor-col-50 elementor-sm-50 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_b316588\" class=\"elementor-field-label elementor-screen-only\">\n\t\t\t\t\t\t\t\tLast Name\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_b316588]\" id=\"form-field-field_b316588\" class=\"elementor-field elementor-size-md  elementor-field-textual\" placeholder=\"Last Name\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-email elementor-field-group elementor-column elementor-field-group-email elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-email\" class=\"elementor-field-label elementor-screen-only\">\n\t\t\t\t\t\t\t\tEmail\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"email\" name=\"form_fields[email]\" id=\"form-field-email\" class=\"elementor-field elementor-size-md  elementor-field-textual\" placeholder=\"Email\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-tel elementor-field-group elementor-column elementor-field-group-field_9750b6a elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_9750b6a\" class=\"elementor-field-label elementor-screen-only\">\n\t\t\t\t\t\t\t\tPhone Number\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t<input size=\"1\" type=\"tel\" name=\"form_fields[field_9750b6a]\" id=\"form-field-field_9750b6a\" class=\"elementor-field elementor-size-md  elementor-field-textual\" placeholder=\"Phone Number\" required=\"required\" pattern=\"[0-9()#&amp;+*-=.]+\" title=\"\u53ea\u6709\u865f\u78bc\u548c\u96fb\u8a71\u865f\u78bc (#, -, * \u7b49) \u88ab\u63a5\u53d7\u3002\">\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_23f0dc0 elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_23f0dc0\" class=\"elementor-field-label elementor-screen-only\">\n\t\t\t\t\t\t\t\tCompany or Institution\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_23f0dc0]\" id=\"form-field-field_23f0dc0\" class=\"elementor-field elementor-size-md  elementor-field-textual\" placeholder=\"Company or Institution\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-textarea elementor-field-group elementor-column elementor-field-group-message elementor-col-100\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-message\" class=\"elementor-field-label elementor-screen-only\">\n\t\t\t\t\t\t\t\tInquiry Details\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t<textarea class=\"elementor-field-textual elementor-field  elementor-size-md\" name=\"form_fields[message]\" id=\"form-field-message\" rows=\"4\" placeholder=\"Inquiry Details\"><\/textarea>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-acceptance elementor-field-group elementor-column elementor-field-group-field_0d8a1b7 elementor-col-75 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_0d8a1b7\" class=\"elementor-field-label elementor-screen-only\">\n\t\t\t\t\t\t\t\tPrivacy Policy\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-subgroup\">\n\t\t\t<span class=\"elementor-field-option\">\n\t\t\t\t<input type=\"checkbox\" name=\"form_fields[field_0d8a1b7]\" id=\"form-field-field_0d8a1b7\" class=\"elementor-field elementor-size-md  elementor-acceptance-field\" required=\"required\">\n\t\t\t\t<label for=\"form-field-field_0d8a1b7\">I consent to receiving updates and marketing material relating to aiDAPTIV from Phison<\/label>\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div 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class=\"elementor-button-text\">Submit<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/form>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Rethink AI Inference for your business Fast, private LLM inference on everyday devices \u2014 not endless servers or cloud bills. Explore technical details Inference faster. Stay on-prem. aiDAPTIV+ turns local PCs, workstations, and IoT edge systems into efficient, private inference engines with simple setup. No cloud latency. No data exposure. Just responsive AI running where [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":""},"class_list":["post-756","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/phisonaidaptiv.com\/zh-tw\/wp-json\/wp\/v2\/pages\/756","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/phisonaidaptiv.com\/zh-tw\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/phisonaidaptiv.com\/zh-tw\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/phisonaidaptiv.com\/zh-tw\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/phisonaidaptiv.com\/zh-tw\/wp-json\/wp\/v2\/comments?post=756"}],"version-history":[{"count":115,"href":"https:\/\/phisonaidaptiv.com\/zh-tw\/wp-json\/wp\/v2\/pages\/756\/revisions"}],"predecessor-version":[{"id":1199,"href":"https:\/\/phisonaidaptiv.com\/zh-tw\/wp-json\/wp\/v2\/pages\/756\/revisions\/1199"}],"wp:attachment":[{"href":"https:\/\/phisonaidaptiv.com\/zh-tw\/wp-json\/wp\/v2\/media?parent=756"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}