AI & model training
AI that understands your business data and works inside your products.
Overview
We choose the right approach for the task and data, then build or customise the model, evaluate it and connect it to your environment.
Faster decisions
Answers and insight straight from your data.
Measured quality
Evaluated on real cases before launch.
Inside the product
Useful features, not isolated experiments.
What it includes
- 01Training data preparation
- 02Task-specific training
- 03Fine-tuning
- 04Intelligent search (RAG)
- 05Document analysis
- 06Recommendations
- 07Evaluation & monitoring
- 08AI assistants
How we deliver this service with you
- 01
Discovery
Goals, users and scope.
- 02
Design
Solution, experience and delivery plan.
- 03
Build
Phased delivery with regular reviews.
- 04
Launch & improve
Operate, measure and improve.
An assistant that answers from official data
In Amestate, a property assistant answers in Arabic and English from official register data.
View the project
Frequently asked questions
Training or fine-tuning customises the model itself for your tasks, while RAG lets the model answer from your documents without retraining it. We choose based on the task and the data.
No. We start by diagnosing the need — the task, the data and the success criteria — and many cases are well served by customising an existing model or using retrieval.
We prepare and structure data with privacy and access controls in mind, and document the model’s limits before sign-off.
Other services
Ready to start?
Tell us your goal and we will propose the right scope and approach in an intro meeting.