Custom Large Language Models (LLMs)
Large Language Models (LLMs) are transforming how businesses interact with information, automate language processing, and engage with customers. At NTO Macro Solutions, we design and deploy custom LLMs built around your specific industry, data, and operational goals—ensuring contextual accuracy, security, and high performance.
Unlike general-purpose models, custom LLMs trained on your proprietary data offer better domain relevance, fewer hallucinations, and full control over privacy and compliance.
Domain-Specific Model Development
We fine-tune and train language models to understand the terminology, tone, and intent of your specific industry or business function.
- Finance, legal, healthcare, mining, logistics, and technical domains
- Custom embeddings, vocabulary training, and context tuning
- Integration of internal datasets, documents, chat transcripts, and FAQs
- Grounding LLMs in your company’s own knowledge base
Model Architecture & Platform Support
We work across multiple open-source and proprietary models to find the best fit for your use case.
- GPT (OpenAI), BERT, LLaMA, Falcon, Mistral, Claude, etc.
- Support for Transformer and Retrieval-Augmented Generation (RAG) architectures
- Model deployment via API, embedded UI, or chatbot interface
- Secure deployment in private cloud, on-premise, or sovereign environments
Privacy, Security & Compliance
Protect your data while benefiting from the power of LLMs.
- Full control over model training data and usage
- On-prem or air-gapped LLM hosting for regulated industries
- GDPR and local data residency compliance
- Token-level logging, access control, and usage auditing
Enterprise Use Cases
- Smart Document Processing: Contract summarization, policy generation, and legal Q&A
- Internal Knowledge Assistants: Intelligent bots for employee support and SOP lookup
- Customer Experience: Chatbots, email classification, and personalized response generation
- Training & Education: Domain-specific tutoring models and onboarding bots
- Automation: Generating reports, responses, and content summaries at scale
What We Offer
Why NTO Macro Solutions?
- Deep experience in training, deploying, and managing enterprise-grade LLMs
- Strong focus on accuracy, contextual relevance, and compliance
- Cross-industry language model expertise for high-impact results
- Partnership support from leading AI infrastructure and cloud providers
- Custom evaluation and fine-tuning pipelines to continuously improve model output
Own your AI. Build language models that speak your business.
NTO Macro Solutions helps you design, train, and deploy LLMs that deliver secure, intelligent, and business-aligned value.