Best AI Security Solutions Software
AI security solutions help organizations protect AI assets such as machine learning (ML) models, large language models (LLM), and agents from misuse. These solutions are typically used in businesses that are adopting AI to automate work, support employees, build intelligent applications, or interact with customers. As companies increase their use of AI, they also expose themselves to new risks, such as manipulated inputs, unintended behavior, or unauthorized access to models and data. Key benefits of AI security solutions include:
These products are most often used by security teams, AI or ML engineering teams, cloud and application architects, and risk and compliance groups. AI security solutions typically connect to security tools such as security information and event-management (SIEM) software, cloud security software, and application security tools, as well as AI infrastructure and MLOps platforms.
These solutions serve as a bridge between traditional cybersecurity and modern AI workflows. Some focus on securing the model itself, others specialize in protecting applications built on large language models, and others may monitor or control AI agents that take actions on behalf of users. AI security solutions function as a security layer without requiring retraining, fine-tuning, or modification of the underlying AI model.
To qualify for inclusion in the AI security solutions category, a product must:
Best AI Security Solutions Software At A Glance
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CalypsoAI brings together the top minds in the fields of data science, machine learning, and defense to create the leading-edge solutions for testing and validation.
- 100% Small-Business
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Cranium is a comprehensive AI governance platform designed to help organizations adopt and accelerate AI safely. It enables businesses to identify security risks, demonstrate compliance, and build tru
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Symmetry Systems DataGuard is a Data Security Posture Management solution for modern hybrid-cloud environments. It is designed to help CISO’s and senior IT and business decision makers develop a compl
- 83% Enterprise
- 17% Mid-Market
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Mitigate Gen AI risks with Guardrails Ship to prod with confidence and AI-powered validation
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IBM Guardium AI Security is a comprehensive solution designed to proactively secure AI models and agents, ensuring trustworthy AI deployments across organizations. It offers automated discovery of sha
709,128 Twitter followers
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Lakera Guard empowers organizations to build GenAI applications without worrying about prompt injections, data loss, harmful content, and other LLM risks. Lakera Guard's capabilities are based on prop
- 100% Mid-Market
1,551 Twitter followers
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Microsoft Defender for Cloud is a cloud native application protection platform for multicloud and hybrid environments with comprehensive security across the full lifecycle, from development to runtime
- Saas Consultant
- Software Engineer
- Information Technology and Services
- Computer & Network Security
- 39% Mid-Market
- 35% Enterprise
13,105,074 Twitter followers
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Obsidian Security is the first truly comprehensive threat and posture management solution built for SaaS. Our platform consolidates data across core applications to help your team optimize configurati
- 67% Enterprise
- 33% Mid-Market
1,103 Twitter followers
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Patronus AI is the leading enterprise platform for evaluating, monitoring, and securing large language models (LLMs) and AI agent systems at scale. Founded by machine learning experts from Meta AI and
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PlainID, the Authorization Company, simplifies the complexity businesses face when securely connecting identities to digital assets. Powered by PBAC, PlainID provides a SaaS-based, centralized policy
449 Twitter followers
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The Prisma AIRS platform secures all apps, agents, models and data from development to deployment. AI Model Security-Enable the safe adoption of third-party AI models by scanning them for vulnerabili
127,262 Twitter followers
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Protecto, a data security and privacy platform focused on protecting sensitive information in AI/LLM products. Protecto's APIs scan and mask sensitive data such as PII and PHI in structured and unstru
117 Twitter followers
