How to get started with AI
Choose one specific task, test it with examples from day-to-day work and find out whether AI is worth developing further.
Read the articlePractical guidance
Get started with AI without starting with the technology.
These articles explain how to find a task where AI may help, test the system with your own examples and decide what must be in place before employees or customers start using it.
Eight places to begin
Choose what you need help with now
Choose the right use case for AI
How to identify and assess work that may benefit from AI, then choose a first use case that is useful, testable and responsible to try.
Read the articleMap the work before choosing AI tools
A practical way to describe the people, sources, judgements and exceptions an AI system must account for.
Read the articleBuild an AI prototype before you commit
How to build and test an AI prototype that shows how the system works in practice, including missing or conflicting source material.
Read the articleHow to test the quality of an AI system
A practical guide to creating test cases, choosing measurable quality requirements and tracking errors before and after employees start using an AI system.
Read the articlePrivacy, security and accountability when using AI
What an organisation must clarify about information, access, suppliers and accountability before employees or customers use an AI system.
Read the articleFrom AI pilot to a system people actually use
How to turn a promising AI pilot into a system that fits day-to-day work, handles failure and continues to be maintained.
Read the articleCreate effective shared routines for using AI
A practical guide for teams that want to understand current AI use, agree clear boundaries and share methods that produce more consistent quality.
Read the articleAbout these articles
Advice grounded in practical product work.
Axel Ferdinand Giæver has worked with strategy, UX, design, prototyping and development since 2010. He uses AI throughout product work, including research, analysis, design, code, testing and quality assurance.
The articles are for organisations that want to try things themselves. They also explain when to involve specialists in design, development, security, privacy or law.
Talk to Axel