Applied AI Built for Measurable Outcomes
Machine learning models designed around a defined business problem, validated against agreed measures and implemented with the controls needed for safe, reliable use in live services.
Who This Service Is For
Technology, data and operational leaders who want to apply machine learning to a specific problem and need models that are explainable, governed and ready for production use.
Service Scope
Deliverables
Exclusions & Boundaries
Methodology
We follow a staged approach: use case qualification, data readiness, baseline modelling, iterative development, validation against agreed measures, controlled implementation and post deployment review.
Competence
Our machine learning engineers and data scientists work across established frameworks and major cloud AI services, selecting techniques on evidence of fit rather than novelty.
Governance & Quality
Models are assessed for accuracy, fairness, explainability and data protection impact, aligned with UK GDPR and recognised responsible AI principles, with human oversight defined for each use case.
Sectors Served
Frequently Asked Questions
How do you decide whether machine learning is the right approach?
We assess the problem, the data available and simpler alternatives first. Machine learning is recommended only where it offers a clear, measurable benefit.
Can you explain how a model reaches its outputs?
Yes. We use interpretable techniques where appropriate and provide explainability analysis and model documentation so outputs can be understood and challenged.
Who owns the models you build?
Ownership of models, code and documentation is agreed in the contract. Our standard position is that client funded deliverables transfer to the client.
Related Services
Ready to discuss your requirements?
Speak to our team about how ASB Quality can support your organisation. Tell us what you need and we will point you to the right specialists.