Knowledge Distillation. Unlock Enterprise 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 transform information into secure and actionable enterprise knowledge.
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High Privacy
Protect Enterprise Knowledge Assets.
Elite AI Engineering
High-Accuracy Models With Minimal Resources.
Enterprise-Focused
Master NVIDIA NeMo™ with APMIC Expertise.
User-Friendly Interface
Simplified AI Model Operations.
S1 Distillation
Specialized Model Fine-Tuning and Distillation Solution – An All-in-One Toolkit Designed for Industry Leaders
Developed by APMIC’s elite AI model team, this solution supports enterprise AI teams in building specialized models and applying distillation techniques. Built on the NVIDIA NeMo™ framework, S1 enables teams to quickly master key technologies with minimal resources, delivering specialized models with high accuracy, efficient inference, and low total cost of ownership (TCO).
The training pipeline follows a Teacher-Student architecture, with key steps including:
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Teacher Model Selection:
High-potential models from the open-source community are selected as a foundation, with tailored optimization strategies aligned to enterprise-specific scenarios.
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Enterprise Brain Development:
Through continual pre-training and fine-tuning, internal enterprise knowledge and data are integrated to enhance the model’s contextual understanding and task adaptability - resulting in a proprietary, domain-specific model asset.
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Distillation and Model Compression:
Using distillation techniques, the “enterprise brain” is transformed into a lightweight, specialized model. This reduces parameter size while maintaining accuracy, significantly lowering inference hardware costs and improving deployment flexibility across platforms.
PrivAI Enterprise Agent Generator
AI Agent Builder for Private-Sensitive, Compliance-Required, and High-Performance Enterprises
PrivAI is APMIC’s enterprise-grade AI agent generator, designed for organizations that prioritize private-sensitive data, compliance-required environments, and high-speed response capabilities.
PrivAI is fully compatible with NVIDIA’s NIMs architecture and integrates multimodal processing, reasoning models, and multimodal Retrieval-Augmented Generation (RAG) - enabling real-time response and concurrent multi-user access.
Additionally, the platform supports the standard Model Context Protocol (MCP), allowing enterprise IT teams to integrate and enable rapid secondary development.
On-Premise Deployment
All models and data stay securely within your infrastructure for maximum privacy and compliance.
High Performance
Optimized for fast, concurrent inference with MoE and RAG frameworks.
Multimodal Support
Handles both text and image inputs to power diverse enterprise use cases.
Extensible & Easily Integrated
Seamlessly connects with existing systems via MCP and standard APIs.
Event Recap: APMIC Shines at COMPUTEX Taipei 2025
APMIC took the global stage by storm at COMPUTEX Taipei 2025. We launched our “S1 Distillation” solution at InnoVEX, empowering enterprises to overcome AI deployment challenges. As Taiwan’s first NVIDIA B200 partner and a featured company in Jensen Huang’s keynote, we also won the BSSC Award and welcomed numerous VIPs and media to our booth.
News & Events
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Trusted By
Dell AI ISV Partner
HP AI ISV Partner
Google Developer Experts
NVIDIA Cloud Validated Partner
NVIDIA Inception Program Member
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Chosen by Over 1,000 Clients
Powering Enterprise AI Across Manufacturing, Finance, Government, and More
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Talk to Our Team
APMIC has adopted NVIDIA’s Blackwell-based B200 GPU to deliver end-to-end support - from knowledge extraction and data preparation to model design and deployment. We help enterprises transform their internal know-how into practical, long-term competitive AI models. Our sales team is ready to assist you in exploring how APMIC can support your business growth.