Fields
What the work is about.
These fields appear in all three routes. Which route fits is decided only once it is clear what is missing.
Data analysis
How do we get insight from what we already have?
Business Intelligence
How do we build management information people actually use?
Data engineering
How do we build pipelines that keep working?
Data quality
Why do our numbers disagree, and how do we secure them?
Data migration
How do we move to a new system safely?
Data strategy
Where should we start, and what comes first?
Automation
How do we take the manual work out?
AI & machine learning
From proof of concept to something that runs.
Generative AI
How does our team use AI responsibly?