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Private AI

AI that never leaves your perimeter.

Production LLMs deployed on hardware you control. Your prompts, documents, and training data stay yours — so AI productivity stops being a compliance liability.

Public SaaS AI

  • — Prompts traverse third-party infrastructure
  • — Data-handling terms change without notice
  • — CUI / ITAR / PHI exposure risk
  • — Vendor lock-in on model and pricing

Private AI by CalTechForce

  • — Models run on hardware you own or our sovereign cloud
  • — Zero third-party training on your data, ever
  • — Architected for CMMC, ITAR, HIPAA
  • — Swap open-weight models as the frontier moves

Built for sensitive workloads

Government contractors, defense suppliers, law firms, financial services, and healthcare.

  • On-prem deployment

    Open-weight models (Llama, Mistral, Qwen) deployed on your servers or our sovereign cloud.

  • Zero third-party training

    Your data is never used to train anyone else's model. Period.

  • GPU-accelerated

    Right-sized hardware for document, code, and chat workloads at production latency.

  • RAG over your documents

    Secure retrieval over SharePoint, Google Drive, file shares — with access controls preserved.

  • Audit-ready logging

    Every prompt, response, and access event captured for compliance and forensic review.

  • CMMC / ITAR aligned

    Architected to meet the data-handling clauses your customers actually audit.