Alteryx, Inc., a leading provider of AI for enterprise analytics, has unveiled findings from its latest report, “Market Research: Attitudes and Adoption of Generative AI.” The survey involved 400 IT business leaders and 600 members of the general public across the Asia-Pacific (APAC) region, revealing stark contrasts in the perceptions and acceptance of generative AI (genAI).

Key Findings: Business vs. Public Perceptions

While a significant majority of businesses (80%) acknowledge the value of genAI, the general public remains divided, with 43% expressing skepticism and 38% harboring fears about its future. The survey underscores differences in genAI usage: 66% of the general public use genAI for information searches, whereas 45% of businesses utilize it for data analysis.

Public sentiment towards genAI is cautiously optimistic, with 78% feeling positive about its use in content creation. However, 47% of respondents emphasize the need for regulatory oversight. Ethical considerations vary by region; in Singapore, 50% of the public believe genAI should not be involved in ethics-related activities, while 41% of business respondents are wary of its role in critical decision-making.

Challenges in Business Adoption

Despite recognizing genAI’s potential, businesses face substantial hurdles. In the past year, organizations have conducted an average of three genAI pilots, with 73% reporting successful outcomes. Nonetheless, data privacy (49%), security concerns (46%), and the quality and reliability of outputs (36%) remain significant challenges. Only 35% of businesses have established ethical guidelines for AI use, below the regional average of 39%.

A notable skills gap hampers progress, with 29% of businesses citing a lack of skilled talent as a barrier to scaling genAI. Alarmingly, 15% of organizations using genAI do not offer mandatory AI training. Additionally, there is a discrepancy in perceived job impacts; 73% of business leaders foresee genAI replacing existing roles within two to three years, compared to only 40% of the public who share this concern.

Public Concerns and Misinformation

Public apprehension about genAI extends to potential misuse, with 39% fearing it could generate fake news and 37% worried about its use in criminal activities. Misinformation is a real issue, with 50% of businesses encountering genAI-produced content that infringes on copyrights or intellectual property and 46% noting biased information. Similarly, 52% of the public have found genAI-generated information to be incorrect, and 47% believe it is outdated.

Trevor Schulze, CIO of Alteryx, emphasizes the importance of addressing these challenges. “As we navigate the early stages of genAI adoption, it’s vital that businesses and the general public truly understand the value of AI and mitigate fears. However, we know from the data that trust, ethical concerns, a skills shortage, fear of privacy infringement, and algorithmic bias are critical roadblocks that must be overcome. To truly reap the benefits of this ‘game-changing’ tech, organisations must accelerate their data journey, implement better governance and empower non-technical users to access and analyse data in a secure and trusted environment, while addressing privacy and bias concerns. Get this right and genAI has the potential to drive innovation, enhance decision-making, and deliver significant value in both the workplace and the personal lives of employees.”

The report highlights the need for comprehensive strategies to foster trust and overcome barriers, ensuring that genAI can drive innovation and enhance decision-making across various sectors.