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Visuals That Inform The Right Bets (Portfolio Analytics)

Higher precision in game design decisions and increased efficiency of design and user research investment across the portfolio.


Level 3 Scale/Efficiency Team: ~30 people Portfolio analytics / data-driven design strategy Culture: Scale-up The Workshop

Business risk

With 450+ games in the portfolio, leadership had no consistent framework to compare user behavior across products or benchmark design decisions — a blind spot for portfolio-level resource allocation.

Intervention

Led a data visualization initiative applying a vector-based model to normalize behavioral data across the full portfolio, producing a shared visual language for evaluating design performance.

Business outcome

Higher precision in game design decisions and increased efficiency of design and user research investment across the portfolio.