Navigating the Barriers to Generative AI Adoption
Security, privacy, infrastructure, and data—when it comes to adopting generative AI, organizations face a range of challenges. According to Evans Data Corp.'s AI & Machine Learning Survey Report 24.2, developers identify preventing security or privacy breaches, risk of compromising data privacy laws, and acquiring adequate hardware infrastructure as the top impediments to using generative AI.
Other significant concerns include gathering necessary training data, difficulty integrating AI with existing systems, and skepticism about return on investment. Additionally, lack of understanding about generative AI and concern about job displacement highlight the need for education and workforce adaptation.
With no single dominant challenge, organizations must navigate multiple hurdles simultaneously. This underscores the need for comprehensive solutions that address security, compliance, infrastructure, and usability concerns
For companies that sell to and support developers, this means tailoring solutions to diverse challenges rather than focusing on a single barrier. Understanding these obstacles can help drive AI adoption more effectively.
What challenges have you seen in implementing generative AI? How are you addressing them in your organization?
#GenerativeAI #AIAdoption #DeveloperInsights #TechTrends #AIMarketResearch #AIIntegration
This information is from the Evans Data Corp. AI and Machine Learning Survey Report available from Evans Data. One subscription brings an entire year's worth of fresh information from developers working in this area.
About Evans Data Corp.
Evans Data Corporation pioneered developer research 27 years ago filling a need for in-depth research on software development trends and adoption patterns. Specialized in understanding the developer landscape, Evans Data Corp. is the leading source for accurate, in-depth data and insights on software development trends, demographics and developer population market sizing. We help top tech firms like Google, Amazon, Intel, and Microsoft (to name a few) understand the developer ecosystem through survey-based research using unbiased, focused and qualified respondents that provide actionable insights to our clients. Evans Data is the go-to source for developer data, developer-focused market research, developer populations and forecasts, developer trends, developer insights, and custom developer research.
Call 800-831-3080 for more information or email edcsales@evansdata.com