RED Bank (fictional company), a leading online bank, experienced challenges in managing its network traffic during peak hours. Frequent application slowdowns and outages, particularly during promotional campaigns and new product launches, resulted in customer frustration and potential revenue loss. Traditional monitoring tools lacked the granularity to identify the root cause of these issues, hindering effective solutions.