At toolwiki, Anna covers everything business, marketing and small-company. She answers the one question every managing director cares about in the end: Which AI tool actually saves money — and which one just charges a subscription without real value?
In her articles, Anna weighs pricing against real time savings, compares workflows and checks whether a tool can be used in a GDPR-compliant way. Before joining the editorial team she spent seven years consulting mid-market companies on digitalisation — from marketing automation to AI-assisted recruiting. That operating perspective makes her articles unusually practical: she doesn’t write about what AI can do in theory but about what teams in real companies actually manage to deploy.
Her core topics are marketing content workflows, brand-voice consistency across tools, automated customer support and regulatory topics like the EU AI Act. Anna writes for managing directors, marketing leads and solopreneurs who want to introduce AI strategically — not impulsively, just because everyone else is doing it.