By Analyst(s): Avivah Litan, Jeremy D'Hoinne, Bart Willemsen, Sumit Agarwal | Market Guide | Technology
Organizations are embracing Artificial Intelligence (AI) for the efficiencies it creates, from the ability to deliver personalized customer experiences to the role it plays in accelerating the analysis of large volumes of data for insights.
This Gartner Market Guide indicates that “by 2026, organizations that operationalize AI transparency, trust and security will see their AI models achieve a 50% improvement in terms of adoption, business goals and user acceptance.”
But "AI projects that appear feasible often falter at the first step when access to data — especially personal data — is prohibited or discouraged in either training and/or production because of privacy risk and potential compliance concerns," according to this Market Guide.
The Gartner 2023 Market Guide for AI TRiSM recognizes vendors and their technologies, including Anonos and its Variant Twins and synthetic data capabilities. Anonos' Variant Twins technology is designed to address privacy risks from AI’s requirements for flexibility, modularity, and use-case-specific processing.
The Market Guide includes:
Recommendations for data and analytics leaders to improve AI model reliability, fairness, privacy
Strategic planning assumptions
Anaylsis and future direction of the AI TRiSM market
A comprehensive list of Representative Vendors
Gartner Market Guide for AI Trust, Risk and Security Management , Avivah Litan, Jeremy D'Hoinne, Bart Willemsen, Sumit Agarwal, 16 January 2023.
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