Private AI
On-prem & private LLM deployments for mission-critical teams
Run large-language models close to your data — keep sensitive information on-site, reduce latency, and maintain full control over models, logs, and retention policies. LuyetCompanies designs, deploys, and supports private LLM solutions tailored to operational and compliance needs.
Benefits of a local LLM
Data privacy & compliance
Keep your data in your environment — simplifies CJIS, HIPAA, and other compliance needs by avoiding third-party data sharing.
Low latency & offline operation
Local inference avoids network round-trips to cloud APIs, enabling faster responses and the ability to function in air-gapped or low-connectivity environments.
Predictable costs & control
No per-request cloud bills — capacity and costs are defined by your infrastructure footprint and Luyet's managed support.
Customization & integration
Fine-tune or instruct models on your corpora, integrate with internal knowledge bases, and enforce domain-specific behavior.
Security & access control
Deploy in isolated networks with role-based access, audit logs, and optional hardware-based key management.
Resilience & continuity
Local models continue to operate during cloud outages and allow deterministic failover strategies for critical workflows.
How LuyetCompanies helps
1. Assessment
We evaluate data sources, compliance constraints, performance targets, and operational models to recommend an appropriate LLM architecture.
2. Model selection & licensing
We advise on open-source and commercially licensed models that fit your privacy and performance requirements, and handle licensing where required.
3. Infrastructure & deployment
On-prem servers, private cloud, or hybrid colocation — we provision containerized inference stacks, orchestration, and GPUs as needed.
4. Integration & customization
Connect models to internal knowledge bases, apply retrieval-augmented generation (RAG), and tune model behavior for your domain.
5. Security & governance
Implement access controls, audit logging, retention policies, and approved update workflows to meet your compliance posture.
6. Training & support
Operator training, runbooks, and 24/7 support packages to keep AI services reliable and auditable.
Ready to pilot?
We can stand up a pilot in weeks using modest hardware and a scoped dataset. Pilots include baseline evaluation metrics and a path to production-grade deployment.