Challenge 5
The team explored persona‑driven behavioural analytics to address risky resource planning practices. By combining detailed persona definitions, behavioural metrics, and deep analysis of forecasting and utilisation data, they designed a dashboard concept that highlights over‑optimistic planning, generic resource use, and weak feedback loops, with tailored insights for planners, project managers, resource managers, and senior leaders.
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Clearer visibility of behavioural drivers behind poor forecasts; improved alignment of insights to different decision‑makers; earlier detection of over‑optimism and placeholder usage; stronger basis for cultural change in planning practices.
Personas-four.docx: Defines detailed personas and their planning pains, goals, and dashboard needs.Reports/Chat GPT Deep Research Risky Resource Routines Dashboard.docx: Provides deep analytical narrative, derived metrics, and behavioural insights for the dashboard concept.🎯 Story Mapping Summary.docx: Maps user stories and behavioural goals to analytics features for the solution.
team: Behavioural Planning Insights members: tbc topics: solution-centre, hack26, challenge5, python, pandas, analytics, data-profiling, visualisation, resource-management, schedule-forecasting, behavioural-analytics, data-visualisation, project-controls, data-quality technologies: python, pandas, analytics, data-profiling, visualisation