AI and machine learning services
Machine learning, data science and artificial intelligence applied to a wide range of problems, by a team that has shipped them before.
Deliver personalised customer experiences, automate internal processes, and put decisions on a footing of enriched data insight and predictive models.
Models in production
Projects
Experts
Clients
Countries served
Client retention
A model is only useful once it is making a decision.
Our AI and ML consulting starts from the decision you want to improve and works back to the data and the model that can move it — rather than starting from a technique and looking for somewhere to apply it.
Six ways a model earns its keep.
Machine learning
Predictive models trained on your own data, built to be retrained as that data moves rather than to be right once.
Data mining
Finding the patterns and relationships already sitting in your data, and turning them into something a business can act on.
Data-driven IoT
Telemetry from connected devices turned into signals — condition, usage and failure — that reach a system in time to matter.
Chatbot development
Conversational interfaces that resolve the request rather than routing it, and hand over cleanly when they cannot.
Natural language processing
Extraction, classification and summarisation over the documents, tickets and transcripts your business already generates.
Image processing
Detection, classification and inspection on images and video, where a human pass would be too slow or too inconsistent.
Four phases, from assessment to operationalisation.
We start from the decision you want to improve and work back to the data and the model that can move it.
Current state assessment
- Identify existing models and analytics activity
- Define the definition of churn
- Identify the KPIs to be measured
Hypothesis map
- Formulate business and intuitive hypotheses
- Agree on the analytical output
Value-added insights
- Data exploration, to understand the nuance of the data
- Hypothesis validation
- Continuous delivery
Modelling
- Data science modelling
- Executive story boarding
- Pilot assessment and operationalisation plans
The stack our models are built on.
Where these models are already running.
Talk to us about a model
Whether you have a decision you want to improve, a pile of data nobody has mined yet, or a pilot that never made it to production, our data scientists will walk the problem with you before anyone proposes a technique.