Techniques for intelligent service request control in an information processing system are provided. For example, a method comprises the following steps. In response to a failure of a request sent to a given service, data relating to one or more previous requests sent to the given service is analyzed. A recovery recommendation is generated based on the analyzing step and one or more factors, the recovery recommendation comprising a retry methodology to resend the request to the given service.