AI & Data Engineering

AI agents and system integration

Build agents that can retrieve information, use business tools and carry out defined tasks across your systems, from handling service requests to preparing proposals. We define what each agent can access, which actions require approval and how exceptions reach a person.

Generative AI and knowledge systems

Make your organisation’s knowledge accessible inside the tools people already use. We build applications that search internal information, interpret documents and summarise content, using RAG, semantic search and vector databases, with source references and access controls.

Machine learning and predictive intelligence

Use historical data, text and images to predict outcomes and identify patterns: forecasting, classification, anomaly detection, natural language processing and computer vision. We measure each model against your current approach.

Data platforms and architecture

Give reporting, analytics and AI a dependable place to access the data they need. We design and build cloud data platforms and warehouses, structured around your business.

Data pipelines

Replace repeated exports and fragile scripts with pipelines that collect, transform and deliver data from your systems, with testing and monitoring built in.

Analytics and business intelligence

Give your teams consistent answers to the questions they make decisions on, with shared metric definitions and dashboards built around how the information will be used.