There are different Kazakhstan visa types: tourist visa to Kazakhstan, business visa to Kazakhstan, etc. For each type you need to provide a specific set of documents. The processing times may differ as well. Please check the requirements, processing times, download Kazakhstan application form here and apply accordingly: https://kazakhstan.visacenter.ca/