Knowledge Distillation —
Unlock Business Value
Large language models are evolving fast — but enterprise needs are not one-size-fits-all. APMIC assists businesses in distilling raw data into customized, on-premise models that provide actionable insights, ensuring data security and driving informed decision-making across the enterprise.
All-in-One AI Deployment Toolkit：PrivStation
Deploy your AI solution fast and securely with APMIC’s all-in-one AI deployment toolkit
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PrivStation, powered by the CaiGunn x PrivAI RAG system, PrivStation offers an intuitive no-code interface and flexible API integration, making it easy to customize and connect with a wide range of enterprise systems, from ERP and CRM to BI platforms.
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On-Prem, Fully in Your Control: All data and AI processing stay within your infrastructure—certified with ISO/IEC 27001:2022 / CNS 27001:2023 for industries like finance, government, and research.
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Flexible Architecture, Smarter Performance: Supports APMIC servers and NVIDIA Blackwell GPUs. Choose the best model-hardware combo for your needs—balancing speed, security, and cost.
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Multimodal & Document-Smart: Handles text, tables, images, and complex PDFs with built-in visual language models and Multi-Modal RAG. Perfect for building deep, structured AI knowledge bases.
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Custom Models, Built Your Way: Use pre-trained models like ACE-1 or Llama 3.3 70B, fine-tune with PrivModel, or bring your own—your AI, your call.
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From No-Code to Full Integration: CaiGunn’s no-code interface + PrivAI API makes it easy for any team to launch and scale AI applications across departments.
Designed for sectors like manufacturing, government, finance, and B2C services with strict privacy and accuracy needs—ideal for early-stage AI adoption.
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PrivModel
A dedicated service for building domain-specific, cost-efficient, high-performance AI models.
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Built on the NVIDIA NeMo™ framework, PrivModel is your go-to solution for building specialized, on-premises AI models. Through knowledge fine-tuning and advanced distillation techniques, our expert AI team helps you master key technologies with minimal resources—resulting in highly accurate, efficient models with a lower total cost of ownership (TCO).
The training pipeline includes the following key stages:
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Teacher Model Selection: A high-performing open-source model is selected as the foundation, tailored to your specific use cases.
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Enterprise AI Brain Development: Through continual training and fine-tuning, your internal data is integrated into the base model to enhance contextual understanding and task adaptability—resulting in a domain-specific, proprietary model.
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Distillation and Compression: The model is distilled into a lightweight version to reduce inference costs while maintaining accuracy and enabling flexible deployment across departments.
Full Data Control
Retain complete ownership of your enterprise data—no exposure, no compromise.
Resource-Efficient
Own and run powerful AI models with minimal resources, optimized for speed, scale, and efficiency.
Enterprise-Focused
Purpose-built for enterprise teams and tailored to your unique business needs.
Intuitive & No Learning Curve
Easily manage and deploy your models—no setup headaches, no steep learning curve.
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Post-Event Highlights: APMIC Shines at COMPUTEX Taipei 2025
APMIC took the global stage by storm at COMPUTEX Taipei 2025. At InnoVEX, we officially launched our PrivModel solution—designed to help enterprises overcome key challenges in AI deployment.
As Taiwan’s first NVIDIA B200 partner and a featured company in Jensen Huang’s keynote, we were proud to receive the BSSC Award and host an impressive lineup of VIPs and media at our booth.
Latest News & Activities
Explore our latest activities, media coverage as well as the global impact that we made
Global Recognition
APMIC is a trusted partner of many leading tech giants
Dell AI ISV Partner
HP AI ISV Partner
Google Developer Experts
NVIDIA Cloud Validated Partner
NVIDIA Inception Program Member
*The logos are displayed in alphabetical order for consistency and ease of reference.
Chosen by 1,000+ Clients
Empower businesses and organizations across industries such as manufacturing, finance, government, and more.
*The logos are displayed in alphabetical order for consistency and ease of reference.
Talk to Our Team
Equipped with the NVIDIA Blackwell B200 GPU, APMIC provides end-to-end support for businesses—from knowledge mining and data preparation to model training and deployment—empowering your AI transformation journey.
Explore how we can support your growth at usasales@ap-mic.com.