Table 3.

Transformation scale and completion time.

Company	Transformations	Scale	Completion Time
			(compared to before)
M	AR	Companywide	1 Week (faster)
	WFH	Companywide	1 Week (faster)
	IoT	Unit-specific	Ongoing
	ML in operations	Unit-specific	2 Months (faster)
E	WFH	Companywide	1 Week (faster)
	ML in operations	Companywide	1 Month (equal)
	Predictive sales forecasting	Unit-specific	1 Week (equal)
C	WFH	Companywide	1 Week (faster)
	ML in customer support	Companywide	1 Month (equal)
	ML in operations	Unit-specific	2 Months (slower)
	Product feature change	Unit-specific	1 Month (faster)
F	WFH	Companywide	1 Week (faster)
	ML in operations	Unit-specific	2 Months (equal)
A	WFH	Companywide	3 Weeks (equal)
	Business model redesign	Companywide	3 Months (slower)
	VR	Companywide	2 Months (equal)