{"id":876,"date":"2026-08-04T18:05:37","date_gmt":"2026-08-04T10:05:37","guid":{"rendered":"https:\/\/szonecore.com\/?page_id=876"},"modified":"2026-08-13T15:42:00","modified_gmt":"2026-08-13T07:42:00","slug":"ai-system-solution-development","status":"publish","type":"page","link":"https:\/\/szonecore.com\/en\/ai-system-solution-development\/","title":{"rendered":"AI System Solution Development"},"content":{"rendered":"
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AI System Solution Development<\/h1>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n\n<\/div>\n
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Full-chain AI system development capabilities<\/h2>\t\t\t\t<\/div>\n\t\t\n<\/div>\n\t\t
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From defining product requirements to deploying AI capabilities, a complete closed loop for smart hardware is achieved.<\/strong>\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t

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AI algorithm development<\/h3> <\/div>\n

AI speech recognition<\/p>

Intelligent dialogue algorithm<\/p>

Image recognition<\/p>

Data analysis algorithms<\/p>

Personalized recommendations<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t

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AI large-scale model integration<\/h3> <\/div>\n

GPT<\/p>

Doubao<\/p>

Qwen<\/p>

DeepSeek<\/p>

Other models<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Intelligent Interactive System<\/h3> <\/div>\n

Voice interaction<\/p>

Touch sensor<\/p>

Motion feedback<\/p>

Emoticon display<\/p>

Emotional Interaction<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Equipment control system<\/h3> <\/div>\n

MCU control<\/p>

Sensor access<\/p>

Bluetooth communication<\/p>

WiFi communication<\/p>

4G network<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t

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APP and cloud platform development<\/h3> <\/div>\n

APP Device Management<\/p>

Data synchronization<\/p>

User Management<\/p>

Equipment backend<\/p>

cloud services<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n

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User terminal \u2192 App \u2192 AI intelligent system \u2192 Large model \u2192 Device control \u2192 Smart hardware<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n

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AI hardware and software integration architecture<\/h2>\n\t\t\t\t\t

Connecting AI models, cloud systems, and smart hardware to achieve a complete closed loop from algorithms to products.<\/h4>\n\t\t
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User interaction layer<\/h3> <\/div>\n

APP application
Voice interaction
Touch sensor
Visual recognition
Equipment control<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t

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AI Application Layer<\/h3> <\/div>\n

Smart Assistant
AI Agent
Knowledge base
Multiple rounds of dialogue<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t

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AI model layer<\/h3> <\/div>\n

GPT
Doubao
Qwen
DeepSeek
Private enterprise model<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Cloud service layer<\/h3> <\/div>\n

API service
Data management
Equipment Management
User System
Model Management<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t

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hardware layer<\/h3> <\/div>\n

MCU main controller
Sensor
Display module
Communication module
Audio module<\/p><\/div> <\/div>\n <\/div>\n\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\n<\/div>\n

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Covering the entire lifecycle development of smart products<\/h2>\n\t\t\t\t\t

Providing integrated AI software and hardware development services from product definition to mass delivery.<\/h4>\n\t\t
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Product definition<\/h2> <\/div>\n

Requirements analysis<\/p>

Functional planning<\/p>

Hardware selection<\/p>

AI solution design<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Hardware development<\/h2> <\/div>\n

Main control solution<\/p>

Sensor<\/p>

Communication module<\/p>

Power supply design<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Software development<\/h2> <\/div>\n

Firmware development<\/p>

APP development<\/p>

Cloud system<\/p>

Data management<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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AI capability development<\/h2> <\/div>\n

AI model integration<\/p>

Prompt optimization<\/p>

AI intelligent agent design<\/p>

Knowledge base construction<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Product testing<\/h2> <\/div>\n

Functional testing<\/p>

Stability test<\/p>

Scenario testing<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Bulk delivery<\/h2> <\/div>\n

Prototype verification<\/p>

Small batch production<\/p>

Mass manufacturing<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n

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Multi-domain intelligent hardware technology capabilities<\/h2>\n\t\t
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AI voice technology<\/h4> <\/div>\n

ASR speech recognition
TTS speech synthesis
Sound cloning
Multi-turn voice interaction<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Computer vision technology<\/h2> <\/div>\n

Image recognition
OCR recognition
Camera solution
AI visual analysis<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Sensor interaction technology<\/h2> <\/div>\n

Touch detection
Attitude detection
Pressure sensing
Action recognition<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Communication connection technology<\/h2> <\/div>\n

BLE Bluetooth
WiFi
4G communication<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Cloud platform technology<\/h2> <\/div>\n

Data management
OTA upgrade
User System
Equipment backend<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Data intelligence analysis<\/h2> <\/div>\n

Data collection
User profile
Behavioral analysis
AI optimization<\/p><\/div> <\/div>\n <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n\n<\/div>\n

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Focus on the commercialization of AI smart hardware<\/h2>\n\t\t\t\t\t\n\t\tGet AI solutions\n\t<\/a>\t\t\n<\/div>\n\t\t<\/div>","protected":false},"excerpt":{"rendered":"

AI\u7cfb\u7edf\u65b9\u6848\u5f00\u53d1 \u5168\u94fe\u8defAI\u7cfb\u7edf\u5f00\u53d1\u80fd\u529b […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"","ast-site-content-layout":"full-width-container","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-876","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/szonecore.com\/en\/wp-json\/wp\/v2\/pages\/876","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/szonecore.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/szonecore.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/szonecore.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/szonecore.com\/en\/wp-json\/wp\/v2\/comments?post=876"}],"version-history":[{"count":55,"href":"https:\/\/szonecore.com\/en\/wp-json\/wp\/v2\/pages\/876\/revisions"}],"predecessor-version":[{"id":1430,"href":"https:\/\/szonecore.com\/en\/wp-json\/wp\/v2\/pages\/876\/revisions\/1430"}],"wp:attachment":[{"href":"https:\/\/szonecore.com\/en\/wp-json\/wp\/v2\/media?parent=876"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}