A 2015 IBM survey showed that in IT, as many as 15 functional roles – other than the CIO - may influence technology investment decisions. Chief digital officers and chief data officers were only present in 30% of large enterprises and 25% of IT functions. IBM found that where these roles have emerged, collaboration is critical to role incidence and influence on decision making.