Scalability and System Performance Questions

Explain how to scale processes and systems as the organization grows, anticipating increased data volume, user load and operational complexity. Discussion should cover capacity planning, performance testing, observability and monitoring, automation opportunities to remove manual bottlenecks, data partitioning and indexing strategies, trade offs between latency and cost, and incremental rollout approaches to validate changes safely.