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A large language model (LLM) is the AI behind tools that read and write like a person. We build, fine-tune and deploy language models that understand your business, tested against your own tasks before they go live.
From fine-tuning proven models to building specialised ones, we create language models that understand your business better than any general-purpose service.
We train a proven language model further on your own material, so it understands your vocabulary, your tone and the way your business works.
For organisations with specialised needs, we build language models trained deeply on your domain, designed around your goals.
We run language models on your own infrastructure, the same approach behind Radha, the on-premise copilot in our Visylix platform. Your data stays inside your network, even fully air-gapped.
We test against your real tasks, not just generic scores, measuring accuracy, speed and safety so the model performs reliably in everyday use.
We design, test and refine the instructions that guide the model for each of your workflows, so answers are accurate and consistent.
We add safeguards that block misuse, protect personal data and keep the model on topic, so it stays within the boundaries you set.
A clear, measurable process that delivers a model ready for real-world use.
We work with your team to gather and prepare the material the model will learn from, closing gaps and removing noise.
We compare leading open models against your needs: fit for your domain, speed, cost and licensing, and recommend the best starting point.
We train the model on your material using the most efficient approach for your budget and timeline.
We test the model against your real scenarios and deliberate attempts to misuse it, round after round, until it meets your targets.
We launch the model with monitoring and records in place, in the cloud or on your own servers, ready for real workloads.
We bring together the right models, training and deployment for language models that are accurate, fast and cost-effective.
Every industry has its own vocabulary, rules and knowledge. We build language models that speak yours.
Language models that understand your technical documents, maintenance manuals, quality standards and production know-how.
Models trained on your catalogue, customer conversations and brand voice for recommendations, customer service and marketing content.
Models that understand clinical language and protocols, running inside your own infrastructure to support documentation and decision-making.
Models that understand building codes, contract language and project documents, for faster checks and reports.
Models that understand shipping documents, customs rules and supplier communication in your industry's language.
Language models that understand security procedures, incident reports and threat information, for faster analysis and reporting.
Common questions about LLM development, fine tuning, and deployment.
Fine-tuning makes sense when you need consistent expertise in your field, lower running costs at volume, complete data privacy, or answers in a specific style and format. For specialised work at high volume, a fine-tuned model usually outperforms a general service.
Examples of good questions and answers, documents from your field, past conversations or a structured knowledge base. A few hundred to a thousand high-quality examples can make a real difference, and we help you prepare them.
It depends on the size of the model, the amount of data and how much testing is needed. A focused fine-tune typically takes 2 to 3 weeks; larger projects take longer. We give you a clear estimate once we understand your needs.
Yes. We run fine-tuned models on your own infrastructure, so all data and answers stay on your premises, and we tune them to get the most from your hardware.
A custom model offers sharper accuracy in your field, faster answers, predictable costs and complete control of your data. General services suit broad tasks and early exploration. Many organisations use both.
Tell us about your domain, your data and your goals. We will design a language model approach that delivers measurable results.