Performance evaluation rubrics used across the engineering org — for individual contributors, team members, managers, and enabling functions.

Promo attach rates, margin trends, OD vs ILS performance, and incentive catalog analysis across 13 markets and 29 months of NA data.

Service dependency maps, knowledge graphs, and architectural analysis across pricing, incentive, and messaging services.

Service health, ORR status, cost analysis, and weekly team activity across DAS and P&P squads.

Bandwidth heatmap, SDE level distribution, squad utilisation, leadership view, and per-engineer sprint delivery across the Marketing & Ads Platform.