B2B Dashboard Redesign: From Dense Spreadsheets to Guided Decisions

Design · 6 min read

The original dashboard resembled an exported spreadsheet: dense tables, many filters, and little guidance. Customer success conversations indicated that customers wanted recommendations and the ability to simulate outcomes, not just raw numbers. The product team reframed the product as an advisory tool rather than a reporting engine.

Designers implemented progressive disclosure: an executive summary card with top indicators and AI-suggested actions, drill-down panels for live queries, and a sandbox simulation tool where users could test pricing or staffing changes and see modeled results. They also introduced saved scenarios and a recommendation tracker so teams could assign, accept, or reject suggested actions.

Three months after rollout, trial-to-paid conversion for new accounts rose by 27%, and average session length for paid users increased by 42% as customers engaged with scenario planning. Support tickets asking 'what should I do' dropped by half, indicating that the interface had effectively externalized decision expertise. The redesign demonstrates how shifting designers’ focus from data display to decision support can unlock commercial value.