Topics
The five topics this site’s work falls into: AI agents, search intelligence, Finnish open data, local AI, and UX and content.
Building products with AI agents
Operating models, gates and evals that let one person direct a team of agents and ship working services.
Query classification, search-market snapshots and domain research that keep measured facts apart from estimates.
Finnish open data and consumer products
Prices, cars, housing and public procurement: products that resolve the same thing across sources and say what the data cannot.
Language models, retrieval and document processing on one machine, evaluated before use.
UX and content for large sites
Information architecture, customer language and evidence-bound content work on large service sites, at method level.