Custom LLM Development

Private, Purpose-Built Language Models for Real-World Use

We specialize in building custom Large Language Models (LLMs) that are trained, fine-tuned, and deployed specifically for your business, industry, or application. Whether you’re creating a secure on-prem assistant, automating document workflows, or building reasoning systems for regulated environments—our LLMs are engineered for precision, privacy, and performance.

Tailored to Your Domain:

We don’t just deploy generic models—we build and fine-tune LLMs on your data, your vocabulary, and your priorities:

  • Legal reasoning and contract analysis

  • Clinical protocols and healthcare documentation

  • Real estate listings, zoning rules, and client interactions

  • Financial compliance, client communications, and filings

  • Government, energy, aviation, or industrial operations

Full Control & Privacy:

  • Models trained entirely in-house or on your infrastructure

  • No third-party data sharing, no vendor lock-in

  • Supports fully offline deployment for edge inference or air-gapped systems

  • Compatible with Gemma, LLaMA 3, Mistral, Mixtral, and proprietary architectures

  • Encryption, auditability, and regulatory compliance (HIPAA, GDPR, FINRA)

Development Stack Includes:

  • Data Collection & Curation: We help you prepare the exact corpora your model needs

  • Model Training & Fine-Tuning: On NVIDIA 4090, 5090, or GB10-powered systems

  • Evaluation & Alignment: Truthfulness, helpfulness, and safety testing built-in

  • Deployment Tooling: API endpoints, on-device agents, or containerized inference stacks

  • Monitoring & Updates: Versioning, retraining, and usage analytics optional

Edge or Cloud Deployment:

  • Run models on-site using Grace Blackwell edge systems

  • Scale to GPU clusters or hybrid cloud setups as needed

  • Deploy in real estate offices, legal firms, hospitals, or embedded systems

Need an AI that speaks your language? We build LLMs that understand your world—privately, accurately, and on your terms.