A current survey by Gartner, Inc. discovered that 80% of executives imagine automation might be utilized to any enterprise determination. As automation turns into embedded in digital enterprise, the survey revealed how organizations are creating their use of synthetic intelligence (AI) as a part of their automation methods.
“The survey confirmed that enterprises are shifting away from a purely tactical strategy to AI and are starting to use AI extra strategically,” mentioned Erick Brethenoux, distinguished VP analyst at Gartner. “For instance, one-third of organizations are making use of AI throughout a number of enterprise models, creating stronger aggressive differentiation by supporting choices inside enterprise processes.”
The survey was carried out on-line from October to December 2021 amongst 699 respondents within the US, Germany and the UK, at organizations which have applied AI or plan to implement AI inside three years.
Gartner analysts focus on the keys to profitable AI deployments and the limitations to AI operationalization over time Gartner Knowledge & Analytics Summitgoing down in Orlando by means of Wednesday.
Organizations are nonetheless challenged to maneuver AI from pilot to manufacturing
Gartner’s survey discovered that on common 54% of AI initiatives transfer from pilot to manufacturing. This can be a slight enhance from Gartner’s 2019 AI in Organizations Survey, which reported a median of 53% of AI initiatives reaching manufacturing.
“Scaling AI continues to be a major problem,” he mentioned Frances Karamouzis, distinguished VP analyst at Gartner. “Organizations nonetheless battle to attach the algorithms they construct to a enterprise worth proposition, making it tough for IT and enterprise management to justify the funding required to operationalize fashions.”
Forty % of the organizations surveyed indicated that they’ve deployed hundreds of AI fashions. This creates governance complexity for the group, additional difficult the power of information and analytics leaders to reveal return on funding from every mannequin.
Expertise just isn’t a major barrier to AI adoption
Whereas expertise shortages are sometimes assumed to hamper AI initiatives, the survey discovered that it isn’t a major barrier to AI adoption. Seventy-two % of executives reported that they’ve or can discover the AI expertise they want.
“Essentially the most profitable organizations use a mix of inside growth and exterior hiring for AI expertise. This ensures that the workforce constantly renews itself by means of studying new AI expertise and methods and contemplating new concepts from outdoors the group,” mentioned Brethenoux.
Considerations about AI safety and privateness are misplaced
Safety and privateness issues weren’t ranked as a prime barrier to AI adoption, cited by solely 3% of executives surveyed. Nonetheless, 41% of organizations reported having beforehand skilled an AI privateness breach or identified safety incident.
When requested which events the group was most involved about when it got here to AI safety, 50 % of respondents cited issues about opponents, companions, or different third events, and 49 % have been involved about malicious hackers. Nonetheless, amongst organizations which have skilled an AI safety or privateness incident, 60% reported knowledge compromise by an inside get together.
“Organizations’ AI safety issues are sometimes misplaced, given that almost all AI breaches are brought on by insiders,” mentioned Brethenoux. “Whereas detecting and stopping assaults is necessary, AI safety efforts ought to equally deal with minimizing human danger.”
Extra info from the survey is out there in Gartner’s free webinar, “High 4 Gartner AI Survey Outcomes.” Gartner purchasers can study extra at “TechWave: Annual Synthetic Intelligence Survey Outcomes.”
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