Custom Language Model Work
When generic models are not enough — tune, adapt or specialise around your domain.
Off-the-shelf models are powerful, but sometimes your terminology, tone or decision style needs a tighter fit. I help you choose between prompting, retrieval, fine-tuning or custom model work — and only go deeper when it is justified.
Part of Build
Ideas behind the work
The concepts we keep in mind — so the result is useful, not just impressive.
- Model choice as a business decision, not a fashion contest
- Domain language, evaluation sets and failure modes that matter to you
- Knowing when retrieval beats training — and when it does not
Where it shows up in real work
- Specialist document understanding in your industry language
- Consistent drafting that matches how your organisation writes
- Classification and extraction that must be reliable at scale
What you walk away with
- Better fit to your domain than a generic chatbot
- Clearer quality criteria you can measure over time
- A path that stays maintainable after the first build
Curious what happens after you get in touch? See how I work →
Let's talkRelated services
Grounded Answers from Your Documents
AI that answers from your files and policies — not from the open internet’s guesswork.
Generative Content Systems
Create drafts, variations and structured content faster — without losing your voice or standards.
Private & Controlled AI
Keep sensitive work inside boundaries you control — without giving up modern AI capability.
Want to know if Custom Language Model Work fits your business?
Share what’s on your mind — I’ll work out with you whether this direction fits, and what a sensible first step could be.