OpenAI Fine-Tuning · Dundee
OpenAI Fine-Tuning in Dundee
Fine-tuning for Dundee organisations, with the distinction that saves the most wasted effort: it teaches a model how to behave, not what to know. Fine-tuning to inject company knowledge is the commonest failed project in this space — retrieval does that job better, cheaper and with the ability to update when the facts change.
Why this comes up
The problem
The plan is to fine-tune the model on the company handbook so it can answer questions about internal policy.
What you get
What we deliver
- The objective tested against whether fine-tuning is the right mechanism at all
- Training examples built to demonstrate the behaviour, format or tone required
- Data quality prioritised over quantity, since a few hundred good examples beat thousands of poor ones
- A held-out evaluation set kept separate from anything used in training
- Base model comparison run first, to establish what tuning actually gained
- Retraining planned, because a tuned model does not follow the base model forward
Want this scoped for your business in Dundee?
Thirty minutes, no charge, no sales script. You leave with a written summary of what openai fine-tuning would actually involve — whether or not you use us.
Working in Dundee
Scotland
Dundee has a games development cluster with a genuine international reputation, so the local talent pool and the local expectation of interface quality are both higher than the city's size suggests.
Interactive and games-adjacent development, plus life sciences data systems tied to the university research base.
Sectors we work with in Dundee
- Games & Digital
- Life Sciences
- Higher Education
- Healthcare
- Marine
What we work with
Technologies and platforms
- OpenAI API
- Python
- JSONL
- Weights & Biases
Who we work with
Industries we serve
- SaaS businesses
- Professional services
- Legal services
- Financial services
- Technology companies
Why us
Why Dundee businesses choose Asionis
- Projects typically launched within 4–8 weeks
- No long-term contracts required
- All team members UK-based
- Dedicated account manager and development team
- Transparent reporting with monthly performance metrics
- Scalable from startup to enterprise
How we work
- Step 1
Free consultation
A 30-minute call to understand the problem. You keep the written summary either way.
- Step 2
Proposal
Scope, timeline and a fixed price, in writing, before anything starts.
- Step 3
Build
Short cycles with regular check-ins, so you see progress rather than hear about it.
- Step 4
Launch and support
We handle the go-live and stay available afterwards.
Other services in Dundee
Looking for the full picture? See our OpenAI Fine-Tuning services, everything we do in Dundee or browse everything we do.
OpenAI Fine-Tuning in Dundee — common questions
- Why does fine-tuning not teach facts well?
- Because it adjusts behaviour rather than storing retrievable knowledge. A tuned model will produce output shaped like your documents while inventing details, and it cannot be updated when a policy changes without training again — which retrieval handles trivially.
- What is it genuinely good for?
- Consistent format, tone and task behaviour. Producing output in a specific structure, adopting a house style, or reliably performing a narrow classification are all cases where a tuned model outperforms prompting and costs less per request.
- How many examples do we need?
- Fewer than expected, and they must be good. A few hundred carefully constructed examples demonstrating exactly the behaviour you want typically beat thousands scraped together, because inconsistencies in the training data are learned along with everything else.
- What happens when a new base model arrives?
- Your tuned model stays where it is. The improvements in newer base models do not reach it, so the comparison worth rerunning periodically is your tuned model against a well-prompted current one — which sometimes ends the need for tuning entirely.
- Do you work with businesses across Dundee City?
- Yes. We are based in Leicester, United Kingdom and work with clients throughout Scotland, including Dundee and the surrounding Dundee City area. Most collaboration happens remotely, and we travel for kick-offs and key milestones.
- What kind of Dundee businesses do you usually work with?
- Interactive and games-adjacent development, plus life sciences data systems tied to the university research base. Beyond that we work across Games & Digital, Life Sciences, Higher Education, Healthcare and Marine.
- Do you cover the areas around Dundee?
- Yes — we work throughout Scotland, including Perth, Aberdeen, Edinburgh. Dundee is an urban area of roughly 150,000+, and we take on work across the wider Dundee City region rather than the city boundary alone.
Talk to us about OpenAI Fine-Tuning in Dundee
A 30-minute call with someone who would actually work on it. No sales script, no obligation.
- Projects typically launched within 4–8 weeks
- No long-term contracts required
- All team members UK-based
- Dedicated account manager and development team
- Transparent reporting with monthly performance metrics
- Scalable from startup to enterprise