Insights from Max Västhav
AI at work. With thought.
Practical decisions for understanding, adopting and evaluating AI in your business.
AI adoption partner and founder of VasthavM
AI analytics needs governed data
What Anthropic’s reported 21% to 95% analytics results do and do not show, and how to test an analytics assistant against your own business definitions.
Read articleGetting started with AIHow to choose your first AI improvement
Choose a recurring task, assign someone to review the result and agree how a first AI test will be evaluated before you expand it.
Read articleCost and decisionsHow to evaluate the value of AI and automation
Account for volume, review time, implementation and running costs. A worked example separates released capacity from an actual cash saving.
Read articleControl and responsibilityWhen AI should ask a person for approval
Decide which AI actions may happen directly and which need review. Give the reviewer enough information to approve a specific action or stop it.
Read articleChoose a first improvement
Which recurring task takes time and can be evaluated?
Connect the systems
Data, documents and integrations between tools you already use.
See what actually improves
Follow-up, reporting and support for decisions.