How to design and measure complex UX.   

- Complex mega-menus, with 4+ levels of navigation, layout, interaction design, sideways navigation, breadcrumbs, top task analysis, mobile/desktop (e.g. large university websites)

- Advanced search and autocomplete UX, with layout and interaction design, when to show/hide suggestions, search query iteration, autocomplete blindness, faceted search, smart suggestions, type-ahead pa"ern, keyboard navigation, on mobile and on desktop (e.g. in enterprise so$ware)

- Sorting UX and Pagination UX, with sorting types, sorting behavior, default and customized sorting, multi-sorting, pagination types and pagination design

- Complex filtering, layout, auto-apply vs. manual apply, filtering overlays, filtering and sorting intervals, best practices and guidelines, on mobile and on desktop, sorting and paginatio UX (public archives, media library, large catalogs of products)

- Enterprise-grade tables, complex use-cases with inline editing, filtering, tagging, sorting and search — on mobile and on desktop (insurance, loss prevention)

- Designing For AI, with AI presets, contextual suggestions, temperature knobs, invisible clustering, scoping and how to design be"er AI UIs

- Design patterns for expert interfaces and B2B, with advanced features, visual indicators, customizable widgets, complex business logic, enterprise products, legacy systems, keyboard shortcuts, query constructors and 3rd-party integrations

- Data visualization, how to choose charts, how to design honest and effective charts, incl. forma"ing, color pale"es, legends, forma"ing, tables and interactive filters

- Checklist for complex UIs with guidelines and decisions to consider when designing any component in a complex seeing

- Dashboards and spreadsheets, with complex layouts, data editing, inline filtering, infinite scroll UX, “load more” vs. pagination, access to footer and access to the current state, mobile optimizations, Context menus UX for complex applications, nested menus, keyboard navigation, keyboard shortcuts.

- Authentication and Privacy UX, and how to design authentication and gather accurate data while avoiding legal ba"les and respecting user’s data

- Sustainable UX, incl. presets, defaults, data collection, archiving, deletion, exporting and how to measure digital sustainability

- Accessibility of complex interfaces, with UX considerations, colorblindness, designing for older adults, children, people with autism, dyslexia, dyscalculia, WCAG 2.2 compliance and EU Accessibility Act

- UX metrics and Design KPIs, and how to make sense of SUS, UMUX-Lite, TPI, Design KPI trees, feedback scoring, gap analysis, Kano model and survey design

- How to translate OKRs into actionable design initiatives, for each team and department, how to measure, track and apply them to design work, • How to define KPIs that focus on user needs but also respect business needs, involves stakeholders and mitigates design risks

- 100s of real-life examples, government and university websites, trip planners, financial services, eCommerce, online banking, configurators, insurance and mortgage calculators, data grids and enterprise products

- Designer’s toolkit, with useful Notion templates, Miro boards, Figma plugins and UX workshop kits for design and UX research