Large Language Model Development Company

Frequently Asked Questions

• What is large language model development?
  Large language model development involves building, adapting, integrating, and deploying LLM solutions for specific business needs. An LLM development company can handle areas such as model selection, fine-tuning, RAG, testing, and deployment.
• What is the difference between building a custom LLM and fine-tuning an existing one?
  A custom LLM is developed from the ground up, while fine-tuning adapts to an existing foundation model using specific data. Fine-tuning is often suitable when an existing model already meets most requirements.
• What generative AI consulting services do you offer?
  Our generative ai consulting covers case discovery, model selection, technical planning, architecture design, feasibility assessment, and implementation roadmaps.
• Which LLM models do you work with?
  We work with models including OpenAI GPT-4o, Anthropic Claude, Google Gemini, Meta Llama, Mistral, and Grok. The model is selected based on your use case and technical requirements.
• What is RAG and why does it matter for LLM development?
  Retrieval-augmented generation (RAG) connects an LLM with relevant business information. It helps applications provide responses based on approved documents, databases, and knowledge bases.
• How long does it take to build an LLM solution?
  The timeline depends on the solution scope, data readiness, integrations, model approach, and testing requirements. A defined discovery phase helps establish a practical development timeline.
• How much does LLM development cost?
  LLM development costs vary based on model choice, customization, data requirements, integrations, deployment environment, and ongoing support. A detailed scope is needed to estimate the project accurately.
• How do you prevent hallucinations in LLM systems?
  We use approaches such as RAG, prompt design, evaluation, grounding, testing, and human oversight. These measures help improve response accuracy and identify unreliable outputs.
• Can an LLM solution integrate with my existing CRM and enterprise systems?
  Yes. LLM solutions can be integrated with CRM, ERP, content management systems, databases, APIs, and internal platforms based on the required workflow and technical environment.
• How do I know if my business is ready for LLM development?
  Businesses should have a clear use case, relevant data, defined goals, and suitable systems for integration. An LLM development company can assess these factors and recommend a practical starting point.