Custom AI Integrations & Fine-Tuning
We integrate advanced AI models directly into your existing software, databases, and enterprise platforms. Whether you need custom API connections, fine-tuned open-source models, or secure on-premise hosting, we build AI solutions that adapt to your business.
The problem. Generic AI tools don't know your business data, systems, or workflows. Bolting AI onto your app without deep integration results in fragmented customer experiences, data leaks, and high API costs.
What we build
- Custom API integrations with OpenAI, Anthropic Claude, Google Gemini, and Llama 3
- Fine-tuning open-source LLMs on your proprietary datasets for specific tasks
- Model deployment and orchestration using LangChain and LlamaIndex
- Semantic search and vector database setup (pgvector, Pinecone, Qdrant)
- Secure private model hosting on AWS, GCP, or Azure for compliance
- AI-driven classification, summarization, and translation agents
Typical use cases
- Adding smart text summarization and categorization to a legacy CRM
- Deploying a fine-tuned model for specialized code or medical analysis
- Creating an automated email-triage system using private LLMs
- Building a custom chat experience over your internal knowledge base
Stack: OpenAI API · Anthropic API · Hugging Face · Llama 3 · LangChain · Pinecone · Supabase Vector · Python · FastAPI. Pricing: From $1,499.
Frequently asked questions
Why would I fine-tune a model instead of using GPT-4?
Fine-tuning is useful when you have a specific, structured task and need the model to follow a precise style, format, or terminology. It also allows you to use smaller, cheaper open-source models (like Llama 3) to achieve GPT-4 level performance at a fraction of the token cost.
How do you ensure our data remains private?
For privacy-sensitive use cases, we deploy open-source models on your own secure cloud infrastructure (AWS/GCP/Azure) using virtual private networks. Your data never leaves your environment, and it is never used to train public models.
Book a free scoping call for a fixed-price proposal within 24 hours.
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