PrivAI—AI Toolkit for Developers

Empower IT teams and AI developers to quickly build and deploy AI solutions. PrivAI is an enterprise-grade AI development toolkit developed by APMIC, suitable for businesses that prioritize data confidentiality, regulatory compliance, and high-performance responsiveness.

Build Your Own AI Solutions with PrivAI

Avail our toolkits to create your own secure, efficient, and compliant AI systems.

Data Sovereignty

PrivAI supports on-premises deployment, ensuring all inference and data processing happens locally—meeting the stringent data sovereignty, cybersecurity, and regulatory needs (e.g., GDPR, HIPAA, ISO 27001) of industries like finance, government, healthcare, and manufacturing.

Real-Time Inference

PrivAI fully supports the NVIDIA® NIM™ architecture and comes with built-in multimodal processing, reasoning models, and Multi-Modal RAG (Retrieval-Augmented Generation) technology. It enables real-time responses and concurrent multi-user interactions, supporting use cases such as intelligent Q&A, data retrieval, and decision-making assistance.

Standardized Integration

PrivAI adopts the Model Context Protocol (MCP) standard, allowing IT teams to quickly integrate internal systems (ERP, CRM, knowledge platforms, BI tools, etc.) via APIs. Its headless architecture gives enterprises the flexibility to deeply customize interfaces, expand agent workflows, and deploy modular functions tailored to internal needs.

APMIC Inference Server for Enterprise

PrivAI supports enterprise-grade AI accelerators such as NVIDIA® H100, H200, B200, and newer models. It's optimized for high-precision inference, concurrent processing, fast response times, and high throughput, with built-in market intelligence and the reliability required for mission-critical deployments.

Why PrivAI

Designed for Real-World Enterprise AI Applications

On-Prem Deployment & Full Data Control

All data, knowledge bases, and models remain entirely within your organization—ensuring maximum privacy and compliance. Ideal for sensitive industries like manufacturing, government, finance, and R&D.

High-Performance Inference & Real-Time Response

Powered by APMIC’s optimized Mixture of Experts (MoE) and RAG inference framework, supporting high-concurrency workloads, delivering sub-second inference speeds and high throughput—perfect for retrieval-based QA, document search, and generative AI tasks.

Multimodal Support

Advanced distillation techniques compress massive enterprise knowledge into lightweight, specialized models. This reduces hardware costs while maintaining accuracy and maximizing cross-platform deployment flexibility.

Scalable & System Integration Ready

Built-in support for MCP and standard APIs allows rapid integration with existing enterprise systems (CRM, ERP, knowledge bases, communication platforms), enabling seamless end-to-end AI workflows.

Developer-Friendly & Low Maintenance

Full API support and compatibility with open-source tools simplify deployment and reduce maintenance overhead—empowering internal teams to develop and scale AI applications with ease.

Comprehensive Toolchain Support

Includes data APIs, preprocessing pipelines, multimodal RAG, RGAI, and AI quality evaluation modules—enabling deep customization and enterprise-level secondary development for tailored AI agents.

Built for Industries Where Data Privacy & Model Accuracy Matter

Ideal for organizations in manufacturing, government, finance, and research that demand strict security and high model precision. Especially suited for early-stage AI adoption scenarios where performance and compliance are critical.