Scalability Roadmap

• Arabic support: add bilingual content fields and localized UI labels.
• GCC expansion: introduce country-specific weighting calibration while preserving the core benchmark model.
• Historical trends: persist score snapshots per update cycle for time-series charts.
• Category rankings: support segment filters (children, educational, academic, trade).