AI & Intelligent Systems
Applied AI that fits into how you already work
Machine learning, computer vision and generative AI built into real business systems, starting from the problem and the data you have.
Business challenges
When this service helps
- Decisions depend on information buried in documents, images or video
- Repetitive judgement tasks consume skilled staff time
- Teams want to use generative AI but need it grounded in their own content
- Earlier AI experiments never made it into production
Service scope
What we take on
Assessment
Is AI the right tool? We check the problem, available data and success criteria before building.
Data preparation
Collecting, labelling and structuring the data a model needs.
Model development
Building and evaluating models against agreed measures.
Integration
Connecting models to your applications, workflows and users.
Deployment and monitoring
Running models in the cloud or at the edge and watching their behaviour over time.
Engineering capabilities
AI & Intelligent Systems capabilities
AI / Machine Learning
Prediction, classification and pattern detection on business data.
Computer Vision
Detection, recognition and measurement from images and video.
Generative AI & Chatbots
Assistants and content generation grounded in your own documents.
Example use cases
The kind of work in scope
Visual inspection
Flagging defects or anomalies from camera images on a line or site.
Document assistant
Answering staff questions from internal policies and manuals, with sources.
Assessment support
Generating practice questions and assisting evaluation, as in our LearnAIMatrix product.
These are illustrative examples of work this service covers. They are not descriptions of completed client projects.
Engagement process
How a project runs
We start with a short assessment, prove value with a scoped proof of concept, then harden the system for production.
- Step 1: Discovery
- Step 2: Architecture
- Step 3: Development
- Step 4: Validation
- Step 5: Deployment
- Step 6: Support
Each stage is described on the services overview.
FAQ
AI & Intelligent Systems: common questions
Discuss your AI & Intelligent Systems project
Describe the problem and constraints. We'll respond with questions and a suggested first step.