Custom AI Models
Models trained on your data. Owned entirely by you.
Generic foundation models give everyone the same capabilities. Custom models trained on your proprietary data give you a durable competitive advantage — higher accuracy, lower cost per inference, and IP that belongs to you.
40%
Better accuracy vs generic models
80%
Inference cost reduction
100%
IP ownership
4 weeks
To production model
What we deliver
Every engagement is scoped, priced, and delivered against these capabilities.
LLM Fine-Tuning
Fine-tune Llama 3, Mistral, or Phi-3 on your domain content, style guides, and workflows. Deploy privately with no API cost.
Computer Vision Models
Custom image classification, object detection, segmentation, and OCR models for quality control, medical imaging, and document analysis.
NLP & Text Classification
Custom text classifiers, named entity recognition, sentiment models, and intent detection — tuned for your vocabulary and domain.
Training Data Curation
Labelling pipelines, data augmentation, and synthetic data generation to build the dataset your model needs.
Model Compression & Optimisation
Quantisation, distillation, and pruning to reduce model size and inference cost — without meaningful accuracy loss.
Private Deployment
Self-hosted on your cloud account or on-premises. Zero data leaving your infrastructure. Full compliance with data residency requirements.
How we work
A predictable process that keeps you informed and in control at every stage.
Use case & data review
Define what the model needs to do, review your data, and determine whether fine-tuning or custom training is the right path.
Data preparation
Clean, label, and structure your training dataset. Establish evaluation benchmarks.
Training & evaluation
Train, evaluate, and iterate against your benchmarks until accuracy targets are met.
Production deployment
Optimised model served via your infrastructure with monitoring and retraining pipeline.
Technologies we use
Frameworks
Models
Infra
Serving
Ready to build a model that gives you a real competitive edge?
Tell us your use case and we'll scope the data requirements and timeline.
Response within 24 hours. NDA available on request.