Custom LLM Development

Leobit specializes in Custom Large Language Model (LLM) Development, offering tailored AI solutions that enhance automation, customer engagement, and decision-making. By leveraging generative AI models, Azure OpenAI, Azure Machine Learning, Azure Cognitive Services, and Azure Cognitive Search, our team develops, fine-tunes, and integrates LLMs that align with your specific industry needs and business objectives.

Custom LLM Development Services We Provide

• Custom LLM Integration:
  • Integrating pre-existing generative AI models into your software ecosystem
  • Seamless incorporation of third-party AI model functionality into your app or workflow
  • Developing APIs, wrappers, or interfaces for model deployment in production
• Custom LLM Fine-Tuning:
  • Customization of pre-trained AI models for specific tasks, domains, or datasets
  • Optimization of model parameters and prompts to improve performance
  • Building feedback loops and evaluation mechanisms for continuous improvement
• Custom LLM RAG and CAG:
  • Document processing, chunking, cleaning, anonymization, and metadata extraction
  • Vectorization with embedding models and Azure Cognitive Search
  • Retrieval optimization: hybrid search, re-ranking, and context window management
• Custom LLM Solution Design:
  • Model selection and architecture planning
  • Infrastructure setup and deployment strategy
  • Prototyping, feasibility testing, and security compliance

Technology Stack

• LLMs: GPT, LLaMA, Gemini, Claude, DeepSeek, Grok
• Image Generative Models: DALL·E, Midjourney, Stable Diffusion
• AI API Providers: Microsoft Azure OpenAI, OpenAI, Anthropic, AWS Bedrock, Google Vertex AI
• Computer Vision & NLP: Azure AI Vision, Google Vision AI, OpenCV, TensorFlow, CLU, TTS, STT
• Model Repositories & Platforms: Azure AI Model Catalog, Hugging Face
• Agentic Systems: LangChain, Microsoft AutoGen, MCP, LlamaIndex

Microsoft Azure AI Integration

Leobit leverages the full potential of Microsoft Azure AI services to build intelligent, secure, and scalable solutions for various industries. Our expertise spans LLM-powered assistants, speech-enabled automation, computer vision systems, and machine learning models tailored to real-world business needs.

• Azure OpenAI Service: Access to advanced language models like GPT-4
  • AI-powered RFP scoring & proposal generation assistant: A smart bidding tool that analyzes incoming RFPs, evaluates project fit, and generates proposals using Azure OpenAI. Automates up to 80% of the pre-sales process to help IT companies respond faster and win more deals.
• Azure Cognitive Services: AI-driven vision, speech, and language capabilities
  • Leora – AI-powered virtual sales manager: Voice-enabled sales assistant using Azure Speech Service. Supports natural dialogue via TTS/STT, customizable voice, and seamless integration into LLM workflows.
• Azure Machine Learning: Custom model building and deployment
  • SaaS quoting assistant for CNC manufacturers: Predicts production costs based on specs, materials, and process parameters. Continuously improves estimation accuracy and accelerates response time using Azure ML.
• Azure Bot Service: Intelligent chatbot integration
  • Virtual assistant for healthcare: Chatbot prototype for healthcare providers that automates scheduling, reminders, and FAQs to improve patient experience and reduce administrative burden.

Why Work with Leobit?

• 10+ AI projects delivered with a proven track record
• ~20 AI Agents (AI-based employees) introduced across internal departments
• Cross-industry expertise in Fintech, Healthcare, Real Estate, Logistics, Retail, LegalTech, and Media
• ISO 9001:2015 & ISO 27001:2022 certified, ISTQB Gold Partner
• Compliant with HIPAA, GDPR, CCPA, and OWASP standards