Model Deployment

Open-source power, your infrastructure.

We fine-tune and deploy open-source language models on your own infrastructure — GCP, AWS, or private cloud. You get the flexibility of open-source with the performance of custom training. No vendor lock-in. No per-token pricing. Full control.

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What we build

  • Cost-optimized alternatives to OpenAI for high-volume apps
  • Private, on-premise model deployment for regulated industries
  • Domain-specific fine-tuning (medical, legal, financial)
  • NLP pipelines for custom classification and extraction

The stack

GroqAWS BedrockGCP Vertex AIHugging FaceDockerKubernetes

// shipped end-to-end as a custom AI application —
// backend, frontend, deployment, monitoring.

Currently accepting new projects

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