Generative AI · In-House R&D

Custom LLM Fine-Tuning

Private, domain-specific LLM fine-tuned for secure internal knowledge assistance.

⭐ Free Consultation • No Sales Pressure • NDA Available

Custom LLM Fine-Tuning

Client Overview

A private LLM stack for enterprises that need accurate internal answers without exposing sensitive data.

Business Challenge

A client needed an internal knowledge assistant that understood their own documents and jargon without sending sensitive data to a third-party API.

Our Solution

We fine-tuned an open-source LLM (Llama/Mistral) on the client’s domain-specific data using LoRA, deployed fully on-premise to power a private document Q&A and internal knowledge assistant.

Key Features

✔ LoRA Fine-Tuning
✔ Private Document Q&A
✔ On-Premise Deployment
✔ Domain Vocabulary
✔ Secure Access
✔ Internal Knowledge Assistant

Business Results

Accurate, context-aware answers from internal documents in seconds, with full data privacy since nothing leaves the client’s own infrastructure.

  • Private domain-aware answers
  • On-premise data privacy
  • Internal document Q&A capability
  • Secure enterprise knowledge assistance

Development Process

How we delivered Custom LLM Fine-Tuning from discovery to support.

1

Data Prep

2

Model Selection

3

Fine-Tuning

4

Evaluation

5

On-Prem Deploy

6

Support

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Custom LLM Fine-Tuning FAQs

How long did a project like this usually take?
Timelines depend on scope and integrations. Similar engagements often take several weeks to a few months after discovery and planning.
Can you build a similar solution for our business?
Yes. We start with a free consultation to understand your workflows, then propose a tailored roadmap, estimate, and delivery plan.
Do you provide source code and NDA?
Yes. We can sign an NDA before detailed discussions, and you receive full source-code ownership after delivery and payment.

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Let's Build Your Project

Have a similar challenge? Let's discuss your requirements and build a custom digital solution.

⭐ Free Consultation • No Sales Pressure • NDA Available

Average response time: Within 24 Business Hours

Custom LLM Fine-Tuning — start with a free consultation