A joint study by Nokia, and research firm Analysis Mason has revealed that Telcos could reduce operation costs by up to 65% by deploying IP Network automation. Three operation categories to be automated were - service fulfillment, network lifecycle management, and network and service assurances process. The study revealed that automation will also speed up services, with less manual intervention resulting in 85% time spent in error processing.