LLM Integration

The right model, for the right task.

We integrate frontier models (GPT-4, Claude, Gemini) and open-source models (Llama, Mistral, Qwen) into your products — and fine-tune them for domain-specific performance. From prompt engineering and system design to RLHF-style fine-tuning and evaluation frameworks, we make models work the way your product needs.

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What we build

  • ◈Domain-specific chatbots and assistants
  • ◈Fine-tuned models for specialized industries
  • ◈Custom evaluation and safety pipelines
  • ◈Model routing and cost optimization
  • ◈Structured output and function calling systems

The stack

OpenAIAnthropicVertex AIAWS BedrockGroqMoonshot KimiMiniMaxHugging Face

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

Currently accepting new projects

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something exceptional?

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