Solutions

Sovereign AI Infrastructure for the Enterprise

Your models, your agents, your accelerators, your infrastructure. Deploy any AI model on-premise with enterprise-grade serving, fine-tuning, and orchestration — no data leaves your perimeter.

Principles

AI Infrastructure You Own and Govern

Model-Agnostic

Not tied to any model provider. Deploy DeepSeek, Llama, Qwen, Mistral, or any open-source or proprietary model. Switch models without changing infrastructure.

Hardware-Agnostic

Run on NVIDIA, AMD, Intel, or any GPU/NPU. No hardware lock-in. Optimize workloads across heterogeneous accelerator fleets.

Sovereign by Design

On-prem, air-gapped, or hybrid. Data never leaves your perimeter. Full control over model weights, training data, and inference endpoints.

Capabilities

Enterprise AI, End to End

From model catalog to production inference — everything you need to run AI at enterprise scale, on infrastructure you control.

On-Premise Model-as-a-Service

Deploy any model — DeepSeek, Llama, Qwen, Mistral, and more — in your own data center. A model catalog with one-click deployment, versioning, and lifecycle management.

GPU Optimization & Scheduling

Intelligent scheduling across heterogeneous GPU/NPU/CPU resources. Dynamic allocation, quota management, and resource sharing to maximize accelerator utilization.

Fine-Tuning & Training

Built-in support for LoRA, DPO, SFT, RLHF, and distributed training (FSDP, DDP, model parallelism). Custom training templates for enterprise-specific model adaptation.

OpenAI-Compatible Inference Gateway

Production-grade model serving with REST/gRPC and OpenAI-compatible endpoints. Auto-scaling, canary release, A/B testing, and performance monitoring out of the box.

Agentic AI Framework

Build intelligent agents with RAG workflows, tool access, and safety guardrails. Orchestrate multi-step AI workflows with persistent state and observability.

End-to-End Observability

Track training, inference, and agent performance with integrated dashboards. MLFlow and TensorBoard support, performance alerts, and cost attribution per model.

Use Cases

Built for Enterprise AI at Scale

Enterprise AI Enablement

Deploy private GenAI services securely within your data center. Full data control with no external API dependencies.

Regulated Industries

Maintain compliance and data sovereignty while delivering AI-powered capabilities. Air-gapped deployment for banking, government, and defense.

Custom AI Agents

Build intelligent assistants and internal tools powered by your own data. RAG workflows, function calling, and enterprise knowledge bases.

Confidential R&D

Run models inside secure labs for early-stage research without data exposure. On-premise prototyping with production-grade infrastructure.

Own Your AI Infrastructure

See how Alauda AI delivers sovereign, production-grade AI infrastructure for your enterprise.