2024

Gartner® Techscape for Early-Stage Startups in GenAI TRiSM

GenAI deployment and adoption are accelerating and introducing new security and privacy risks that GenAI trust, risk and security management startups are addressing. This research from Gartner examines solutions product leaders can use to act on early trends and capitalize on emerging risks and opportunities. 

Key Findings:

Generative AI (GenAI) implementations involve significant data transactions involving prompts, data retrieval techniques, and data for fine-tuning and training of foundational models. These implementations will expand the scope of data security and privacy use cases. 

GenAI TRiSM capabilities among early startups are fragmented, and they are increasingly associated with AI application security as GenAI application implementations evolve. The race for GenAI TRiSM coverage will hasten the focus of technology providers in high-impact areas. 

Cloud service providers are offering cloud AI services that incorporate security features and capabilities that sometimes overlap with those being offered by startups within GenAI TRiSM. 

Regulatory compliance is driving investments in AI governance that ensure policies, decision rights and accountability for AI applications and risks. Emerging AI regulations and relevant responsible AI elements will require more frequent updates and guidance. 

  • Trust and Compliance: Cranium’s tools focus on ensuring AI systems are both trustworthy and compliant with evolving regulatory requirements, enhancing its appeal in the security and governance sectors​
  • Integration with GenAI Systems: Cranium addresses vulnerabilities in generative AI models, ensuring robust protection against adversarial attacks and securing AI applications from threats such as data exposure
  • Partnerships and Scalability: Cranium has extended its reach through key partnerships with hyperscalers, enhancing the scalability and integration of its security solutions across AI deployments

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Gartner, Emerging Tech: Techscape for Early-Stage Startups in GenAI TRiSM, 2024, Mark Wah,  07 October 2024

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This graphic was published by Gartner, Inc. as part of a larger research document and should be evaluated in the context of the entire document. The Gartner document is available upon request from Cranium.