[CORE_SERVICE_V2]
Sovereign Localized AI
Your data, your models, your infrastructure. We deploy world-class AI models natively within your secure environment.
Privacy By Design
For enterprises in regulated industries (Healthcare, Finance, Government), the cloud isn't always an option. At TESARK, we specialize in 'Localized AI'—the deployment and fine-tuning of Large Language Models (LLMs) on your owned hardware or private cloud. By leveraging open-source powerhouses like Llama 3 and Mistral, we provide the intelligence of top-tier AI without ever exposing your proprietary data to third-party providers.
Core Capabilities
- Private VPC Deployment: Full orchestration of AI models within your Virtual Private Cloud, ensuring zero data leakage to public internet.
- Data Sovereignty: Architecture that guarantees your proprietary data stays under your physical or virtual control at all times.
- Hardware Optimization: Custom quantization and optimization to run high-performance models efficiently on your specific GPU/CPU clusters.
- Compliance Guardrails: Implementing localized NeMo Guardrails to enforce strict output validation and regulatory compliance.
Frequently Asked Questions
How does the performance compare to GPT-4?
With recent advancements in open-source models (like Llama 3 70B), we can achieve near GPT-4 level performance for specific enterprise tasks with a fraction of the cost.
What hardware is required for Onprem AI?
Hardware requirements vary based on the model size and expected traffic. We provide custom hardware consultations to help you spec the right infrastructure for your needs.
ENGINEERING_STACK
Llama 3 / MistralvLLM / OllamaNVIDIA TritonDocker / KubernetesNeMo GuardrailsPrivately Hosted Vector DBs