Services / Technology / AI & Machine Learning
Custom AI integrations, LLM-powered workflows, and machine learning pipelines that give your product a genuine competitive advantage — not just a chatbot bolted on the side.
What we deliver
OpenAI, Anthropic, and open-source LLM integration with prompt engineering, context management, and cost optimisation built in.
Fine-tuned models trained on your proprietary data for tasks where a general-purpose LLM does not meet accuracy or latency requirements.
Collaborative and content-based filtering systems that personalise product recommendations, content feeds, and search results for each user.
Image classification, object detection, OCR, and visual search pipelines for products that need to understand what they are looking at.
ETL pipelines, feature engineering, and model training infrastructure on AWS, GCP, or Azure built to retrain as your data grows.
Context-aware conversational interfaces and autonomous agents that handle support, internal workflows, and data retrieval.
How we work
Evaluation of your data assets, use cases, and the commercial return of each potential AI application.
Architecture design covering data sources, model selection, API design, and fallback handling.
Model development, integration, evaluation against benchmarks, and safety testing before deployment.
Production deployment with logging, drift detection, and a retraining schedule to keep the model accurate over time.
Tell us your use case and we'll evaluate the right AI approach and the realistic commercial return it can deliver.
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