Design-trained product leader turning AI & search into revenue-generating products. 15+ years of product and delivery leadership across regulated, retail and public-sector organizations.https://johncizmar.com/en-usjohn@johncizmar.com (John Cizmar)https://johncizmar.com/writing/ux-layers-of-enterprise-search-2026/https://johncizmar.com/writing/ux-layers-of-enterprise-search-2026/Every architectural decision in a search system eventually shows up as a pixel, a state, or a piece of microcopy. Here is what each of the six paths looks like from the user's side of the glass, with the research to back it.Thu, 13 Aug 2026 00:00:00 GMTSearch ConceptsAIUXStrategyhttps://johncizmar.com/writing/improving-enterprise-search-experience-2026/https://johncizmar.com/writing/improving-enterprise-search-experience-2026/The daily interactions of search establish user behavior patterns setting expectations, criteria for success and expectations of how search and ai should work.Tue, 11 Aug 2026 00:00:00 GMTSearch ConceptsAIUXStrategyhttps://johncizmar.com/writing/from-plate-to-tokens/https://johncizmar.com/writing/from-plate-to-tokens/A printmaker pulls a proof, critiques it, and refines the plate. That cycle is the same one every successful AI implementation runs — and an arts education turns out to be an advantage, not a liability, in leading it.Tue, 22 Jul 2025 00:00:00 GMTAIPrintmakingLeadershiphttps://johncizmar.com/writing/coveo-webscraping-for-better-ux/https://johncizmar.com/writing/coveo-webscraping-for-better-ux/Quick introduction to how to use Coveo webscraping to improve the data experience for user of a Coveo search solution.Tue, 06 Dec 2022 06:00:00 GMTSearch ConceptsAIVectorshttps://johncizmar.com/writing/vector-search-for-normies/https://johncizmar.com/writing/vector-search-for-normies/A highlevel introduction to vector search as a concept for non technical stakeholders.Wed, 30 Nov 2022 00:00:00 GMTSearch ConceptsAIVectors