人工智能方案目錄

OrchAI Platform is a private, scalable, on-premise AI model management platform purpose-built for government enterprise use. It centralises the full AI model lifecycle — deployment, serving, monitoring, and decommissioning — on government-owned GPU infrastructure, ensuring all data remains within the government data centre at all times.

The platform enforces Role-Based Access Control (RBAC) through a unified API Gateway: each application team or system is issued a scoped API key that controls which AI models it may access, with configurable rate limits (per minute / hour / day) and monthly token quotas enforced at the gateway level. This enables multiple departments and applications to securely share the same GPU infrastructure without cross-team data exposure.

OrchAI supports language models (LLMs via vLLM / Ollama), vision models (YOLO via NVIDIA Triton), and speech models (Whisper via vLLM) through a standardised OpenAI-compatible API, with real-time usage monitoring via Prometheus and Grafana.

OrchAI 平台是一套專為受監管企業及政府機構而設的私有、本地部署人工智能模型管理平台，直接應對企業採用人工智能時面臨的三大核心挑戰：

安全性——所有模型與數據均在機構自有基礎設施內運行，與公共互聯網及商業雲端供應商完全隔離，在不作任何妥協的前提下，滿足數據主權及保密資料處理的合規要求；

問責性——透過基於角色的存取控制（RBAC）、按團隊或系統發放的 API 金鑰授權範圍、實時 Token 用量追蹤及完整審計記錄，讓管理層對每位用戶使用哪個模型、消耗多少資源、用於何種用途一目了然，符合受監管環境所要求的管治標準；

可擴展性——統一的 API 閘道與 GPU 加速推理架構，支援多個部門、應用系統及人工智能模式（語言、視覺、語音）在同一基礎設施上安全共用資源，並可從單一部門逐步擴展至全機構部署，毋須重新設計架構。

Department common LLM platform.

1. The team config the (Qwen3, Gemma3) via API key for chatbot and document processing use cases.

2. Teams deploying domain-specific fine-tuned models for healthcare workflows.

3. Object detection (YOLO) via Triton for image-based workflows.

4. Audio transcription (Whisper) for meeting and clinical note processing.