Ramadan Is Not a Problem to Solve
Most operations managers treat Ramadan as an exception — something to survive. After 10 years of managing Ramadan operations across banking, telecom, and retail, I've come to see it differently: Ramadan is a planning event, not a crisis.
The operations that struggle are the ones that apply standard planning logic to a non-standard month. The ones that thrive are the ones that rebuild their model from scratch every year.
What Changes in Ramadan
Volume patterns shift completely. Peak hours move. The morning rush disappears. Late-night volumes spike. If you're using your standard intraday forecast, you're planning for the wrong day.
Productivity changes. Fasting affects energy levels, especially in the last two hours before Iftar. AHT increases. Error rates go up. Your capacity model needs to account for this.
Absenteeism spikes. Especially in the first week and the last three days. Build this into your shrinkage model explicitly.
What Actually Works
Build a Ramadan-specific forecast model. Don't adjust your standard model — rebuild it. Use last year's Ramadan data, not last month's data. Map the volume shift hour by hour.
Adjust your scheduling logic. Shorter shifts, more breaks, different start times. The 8-hour shift that works in January doesn't work in Ramadan.
The operation that plans for Ramadan in November will outperform the one that plans in April every time.