Commerce & Services
E-commerce
In e-commerce, AI works on both the customer side and in operations. As the catalogue grows it stops being manageable by hand; the real problem is scale.
Problems we address in this sector
- Evaluating product imagery and listing text together; counterfeit detection
- Catalogue enrichment and automatic categorisation
- Measurably improving search and recommendation quality
- Demand forecasting and inventory optimisation
Approaches we apply
- Generative AI & LLMsRAG architectures, domain adaptation and fine-tuning, distillation into smaller models, Turkish evaluation sets and on-premise deployment.
- Computer VisionObject detection and tracking, video understanding, vision-language models, document intelligence and OCR, real-time inference on edge devices.
- MLOps & Model OperationsEvaluation infrastructure, observability, hallucination and regression tracking, continuous retraining.
Other sectors in this group
Do you have a problem in this sector?
Let's define the problem together in a technical consultation; feasibility is assessed at the first stage.