1.How long have you been working in procurement?

Less than 1 year

1-4 years

5-8 years

More than 8 years

2.What technologies do you currently use in your procurement processes? (Select all that apply)

E-procurement systems

Blockchain

Artificial Intelligence/Machine Learning

Internet of Things (IoT)

Cloud-based procurement solutions

Other (please specify)

3.How would you rate the effectiveness of technology in your procurement processes?

Extremely effective

Very effective

Somewhat effective

Not so effective

Not at all effective

4.What challenges have you faced when implementing new technologies in procurement? (Select all that apply)

Cost of implementation

Staff training requirements

Integration with existing systems

Resistance to change

Technical difficulties

Other (please specify)

5.How has technology implementation affected your procurement cycle time?

Significantly reduced

Somewhat reduced

No change

Somewhat increased

Significantly increased

None of the above

6.What percentage of your procurement processes are currently automated?

0-20%

21-40%

41-60%

61-80%

81-100%

7.How has technology adoption impacted your relationship with suppliers?

Very positively

Somewhat positively

No impact

Somewhat negatively

Very negatively

N/A

8.What benefits have you observed from implementing AI technologies? (Select all that apply)

Cost savings

Improved efficiency

Better supplier relationships

Enhanced transparency

Reduced errors

Other (please specify)

9.How important is technological innovation to your organization's procurement strategy?

Extremely important

Very important

Somewhat important

Neutral

Not so important

Not at all important

10.What challenges or obstacles have you faced when implementing new software, applications, processes, or technologies in your professional experience? (Open-ended question)