1Why Businesses Are Choosing Custom AI Mini PCs
In 2025–2026, the AI deployment wave has decisively shifted from the cloud to the edge and on-premises. Enterprise demand for local AI computing terminals is surging — organizations need powerful CPU+NPU performance to run 7B–70B parameter language models locally, while keeping hardware compact, energy-efficient, and deployable across offices, factory floors, clinical settings, and classrooms.
Mini PCs have emerged as the preferred hardware form factor for AI edge computing — small footprint, rich I/O, and strong customizability. Partnering with a specialized AI Mini PC OEM/ODM manufacturer compresses development cycles from 12 months to under 3 months, delivers hardware that already holds relevant certifications (FCC, CE, CCC), and dramatically reduces compliance risk and mass-production cost.
???? Market Context: According to IDC and similar analyst forecasts, the global edge AI hardware market is projected to exceed $25 billion in 2025, with the China market growing at 35%+ annually. AI Mini PCs — as the primary on-device inference terminal — are among the fastest-growing segments.
???? Key Demand Drivers: Local LLM inference (offline-capable), data sovereignty (no data leaves the device), low-latency real-time response, elimination of recurring cloud API costs, and custom brand white-labeling.
2Adreamer: Your Dedicated AI Mini PC OEM/ODM Partner
Adreamer Technology Co., Ltd., headquartered in Shenzhen Qianhai Free Trade Zone, is a specialized AI Mini PC research, development, and manufacturing company. Adreamer is one of the few manufacturers in China that combines both hardware ODM capability and AI software integration capability under one roof.
In-House Manufacturing
Shenzhen LongGang electronics factory with MES digital production management, standardized assembly lines, and flexible low-volume production capability
R&D Laboratory
In-house hardware testing lab with full EMC/thermal simulation/stress-test workflows and ESP reliability assurance processes
AI Software Ecosystem
Proprietary OpenClaw, QClaw, and ArkClaw AI agent platforms, pre-installable at the factory for a seamless out-of-box AI experience
Full Certification Support
China CCC, FCC (USA), CE (EU), and other key market certifications supported; white-label branding as a one-stop service
Fast Delivery
Standard models: 3–5 week mass-production lead time; custom ODM development (hardware to production): 8–12 weeks minimum
Hardware + AI, Integrated
AI agents pre-installed at the factory alongside custom hardware — customers receive a ready-to-use AI terminal with zero secondary integration required
32026 Lineup: 6 AI Mini PC Models in Detail
Adreamer's 2026 flagship lineup spans six AI Mini PC models — from entry-level office terminals to high-end AI workstations. All models support Windows 11 / Linux dual OS, are equipped with SSD storage, and are available for full exterior customization, logo branding, OS image pre-loading, and I/O modifications.
| Specification | PB15 Flagship AI Workstation | PB14 AI + Gaming High-End | PB13 Mid-Range All-Rounder | PB12 Mainstream Business | PB11 Slim & Efficient | PB10 Entry / Best Value |
|---|---|---|---|---|---|---|
| Market Position | Flagship AI research / Large models / Pro workstation | High-End AI + gaming dual-purpose | Mid-Range HTPC / gaming / local 7B LLM | Mainstream Business / education / light AI | Entry+ Overseas / entry / office terminals | Entry SMB / home office |
| CPU | AMD Ryzen AI Max 395 | Intel Core i9-13900H | AMD Ryzen AI 7 350 | Intel Core i5-13420H | Intel Core 3-304 | AMD Ryzen 5 3501U |
| Cores / Threads | 16C / 32T, 80 MB cache | 14C / 20T, 42 MB cache | 8C / 16T, 24 MB cache | 8C / 12T, 32 MB cache | 5C / 5T, 8 MB cache | 4C / 8T, 6 MB cache |
| Clock Speed | Base 3.0 / Boost 5.1 GHz | Base 2.6 / Boost 5.4 GHz | Base 2.0 / Boost 5.0 GHz | Base 2.1 / Boost 4.6 GHz | Base 1.2 / Boost 4.3 GHz | Base 2.1 / Boost 3.7 GHz |
| TDP | 55W / 120W (OC) | 45W | 28W / 54W (OC) | 45W / 95W (OC) | 10W / 15W (OC) | 15W |
| GPU | Radeon 8060S RDNA 3.5, 40CU, 2900 MHz | NVIDIA RTX 3060 12 GB (discrete) | Radeon 860M RDNA 3.5, 8CU, 3000 MHz | Intel UHD Graphics, 48EU, 1400 MHz | Intel Gen12 UHD, 16EU, 1200 MHz | Radeon Vega 8, 8CU, 1200 MHz |
| NPU Performance | XDNA2, 50 TOPS 126 TOPS combined | — | XDNA2, 50 TOPS 66 TOPS combined | — | 15 TOPS | — |
| RAM | 128 GB LPDDR5x (unified) | 16 GB DDR4 (2-slot upgradeable) | 16 GB LPDDR5x | 16 GB DDR4 (2-slot upgradeable) | 16 GB LPDDR5x (soldered) | 16 GB DDR4 (2-slot upgradeable) |
| Storage | 2 TB SSD, 2x M.2 NVMe PCIe 4.0 | 512 GB SSD, M.2 2280 PCIe | 512 GB SSD, M.2 2280 PCIe | 512 GB SSD, 2x M.2 SATA/NVMe | 512 GB SSD, 1x M.2 SATA/NVMe | 512 GB SSD, 2x M.2 SATA/NVMe |
| Wireless | Wi-Fi 6E + Bluetooth 5.0 | Wi-Fi 5 + Bluetooth 5.0 | Wi-Fi 6E + Bluetooth 5.0 | Wi-Fi 5 + Bluetooth 5.0 | Wi-Fi 6E + Bluetooth 5.0 | Wi-Fi 5 + Bluetooth 5.0 |
| Key Ports | USB4 x2, USB-A 3.2 x5, HDMI 2.1, DP 2.0, 2.5G RJ45 | USB 3.2 x4, HDMI 2.0 x2, DP 1.4 x2, 2.5G RJ45 | USB4 x4, USB-C Gen2 x2, HDMI 2.1, RJ45 | USB-C (TBT4) x1, USB-A 3.2 x4, HDMI x1, DP x1, 2.5G RJ45 x2 | USB 3.2 Gen1 Type-A x1, HDMI x2, DP x1, RJ45 x2 | USB-C (TBT4) x1, USB-A 3.2 x4, HDMI x1, DP x1, RJ45 x2 |
| Dimensions | 198 x 198 x 62 mm (4.0 L) | 190 x 78 x 220 mm (3.26 L) | 128 x 134 x 46 mm (0.8 L) | 126 x 112 x 44 mm (0.55 L) | 86 x 88 x 43.8 mm (0.3 L) | 130 x 127 x 46.7 mm (0.7 L) |
| Supported AI Models | 70B+ LLMs, multimodal workflows, AI pipelines | 34B models + real-time rendering | 7B–13B local LLMs (Qwen, Llama, DeepSeek) | Lightweight AI assistants, RAG Q&A | Entry AI tools, NPU-accelerated inference | Small AI tools, basic inference |
4Integrated AI Agent Software Deployment
Hardware is the foundation, but the true business value of an AI Mini PC lies in the AI agent software running on it. Adreamer pre-installs the following six AI agents before shipment, delivering a plug-in-and-go AI capability — no model environment setup required on the customer side, dramatically lowering the barrier to enterprise AI adoption.
???? Deployment Options: AI agents can be factory-installed as system images (all-in-one OEM delivery) or deployed post-shipment via Docker containers for maximum flexibility. Multiple agents can run in parallel — Adreamer will recommend the optimal configuration based on hardware spec.
????️ Data Security: All locally deployed AI agents perform inference entirely on-device. Sensitive data never transmits to external cloud services, meeting enterprise data security compliance requirements including ISO 27001 and local regulatory standards.
5Industry Use Cases & Application Scenarios
The following are representative deployment scenarios for Adreamer AI Mini PCs across vertical industries, with recommended hardware and software configurations for each:
???? Enterprise Smart Office
- Local AI knowledge base Q&A (RAG)
- Automated document generation & review
- Intelligent meeting minutes & summaries
- In-house AI assistant deployment
???? Education & Training
- AI-personalized tutoring systems
- Smart question banks & auto-grading
- Educational content generation
- Classroom batch AI terminal deployment
???? Industrial & Manufacturing
- AI visual inspection terminals
- Equipment fault prediction & analytics
- MES system AI integration
- On-line data local AI inference
???? Healthcare
- Medical imaging AI-assisted diagnosis
- Intelligent EMR structured input
- Patient intake AI pre-triage
- On-premises medical data privacy
???? Government & Finance
- Classified data on-premises AI analysis
- Policy document AI drafting assistant
- Automated compliance review
- Domestic AI chip (localization) solutions
???? Creative & Entertainment
- AI-assisted game / film content creation
- Local AI image & video generation
- Virtual avatar driving terminals
- Live-stream real-time AI captioning
6OEM/ODM Customization Services
Adreamer offers comprehensive AI Mini PC OEM white-label and ODM custom development services, meeting the distinct needs of brand owners, system integrators, and industry solution providers:
Exterior & Structural
Enclosure color, material, logo branding, and full packaging customization; exclusive industrial design (ID) development supported
Hardware Configuration
RAM/storage spec selection, I/O additions (e.g., 4G/5G module, RS-232/485 serial port, GPIO expansion headers)
OS Image Customization
Windows/Linux pre-installed OS, custom boot logo, wallpaper, allowlisted pre-installed software, BIOS configuration
AI Agent Pre-Installation
Any of the 6 AI agents pre-installed per spec; supports private LLM integration; auto-launch on boot, fully configured
Packaging & Accessories
Custom-branded retail box, manual, power adapter, cables, and full accessory kit available for white-label fulfillment
After-Sales & Support
Hardware warranty, software update support, technical documentation, and API integration assistance provided
7Cooperation Process
From initial inquiry to product delivery, Adreamer follows a standardized, transparent process to keep projects moving efficiently:
Requirements Intake
Submit your custom spec; our technical team responds within 1 business day with a preliminary solution
Solution Confirmation
Hardware selection + software config + pricing; both parties sign off on the Technical Design Spec (TDS)
Sample Production
Standard models: 5–7 business days for samples; full custom enclosure (tooling): 4–6 weeks
Sample Acceptance
Customer validates hardware performance, software functionality, and exterior appearance
Mass Production
Production contract signed; scheduled manufacturing begins; 100% burn-in test + QC inspection before shipment
After-Sales Support
1-year full unit warranty, 2-year for core components; firmware update and technical support included
8Frequently Asked Questions
Q1: What is the minimum order quantity (MOQ) for custom AI Mini PC OEM orders?
Standard models (PB10/PB11/PB12/PB13) start from 10 units, with mixed-model purchasing supported. Full custom enclosure (tooling) models are recommended at 100+ units to spread tooling cost. Sample stage can begin with 1–5 units.
Q2: Can the AI agents be connected to a private, self-trained LLM?
Yes. All Adreamer AI agents include open interfaces for private LLM integration. Customers can substitute the default model with their own fine-tuned model (e.g., industry-specific Llama or Qwen variants) — no dependency on third-party cloud APIs.
Q3: Does Adreamer support FCC and CE certification assistance for OEM products?
Yes. Adreamer assists with all major market certifications: China CCC, FCC (USA), CE (EU), and others. Certification timeline for white-label products is typically 4–8 weeks.
Q4: Is a domestic AI chip solution (Huawei Kunpeng/Ascend) available?
Yes. Adreamer works closely with the Huawei ecosystem and can deliver Kunpeng CPU + Ascend NPU-based Mini PC custom solutions, paired with the ArkClaw AI agent, satisfying the self-controlled infrastructure requirements of government, finance, and energy industries.
Q5: What is the typical lead time for a complete AI Mini PC ODM order?
Standard configurations with existing stock: 3–5 weeks after order confirmation. New ODM development (hardware + tooling): approximately 12–16 weeks. Software customization (OS image + AI agent pre-install) runs in parallel with hardware and does not extend the hardware lead time.
