Intelligent Process Automation (IPA) is the use of technology, such as artificial intelligence and machine learning, to automate and optimize business processes. It aims to improve efficiency, reduce costs, and enhance decision-making. How far along is your company?

IPA has significantly improved our operations.6%

IPA has not brought much change to our operations.30%

IPA is very similar to traditional automation in our company.20%

IPA is quite different from traditional automation in our company.7%

Our company had a smooth implementation of IPA.7%

Our company faced some challenges during the implementation of IPA.9%

Our organization has integrated IPA with other technologies such as RPA and BPM.7%

Our organization has not yet integrated IPA with other technologies.7%

We have not yet encountered any significant challenges with IPA.2%

Our organization has automated some processes using IPA.1%

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VP, Data and Opex2 years ago

IPA has helped us improve our operations and more importantly laid the foundation of creating new data products to improve customer outcomes.

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Recruit talent from diverse or non-traditional backgrounds (e.g. different degrees, institutions, or work experience)33%

Recruit less experienced AI talent with a high aptitude to learn 44%

Communicate the intrinsic benefits of the role (e.g., mission, culture, resources, opportunity for impact) 35%

Build talent pipelines through partnerships with academia and professional societies40%

Hire and upskill internal talent42%

Use specialized AI recruitment agencies8%

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Cost of RPA products24%

Lack of developers who can code RPA applications43%

Amount of customization needed to automate business processes27%

Lack of RPA code maintenance resources4%

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