Frequently Asked Questions

Product Information & AI Agent Security

What is Akeyless AI Agent Security?

Akeyless AI Agent Security is a solution that protects AI agents by providing them with verifiable, short-lived identities instead of static credentials. This eliminates embedded secrets and ensures agents authenticate securely across any cloud, SaaS, or on-prem system. Source

How does Akeyless eliminate hardcoded credentials in AI agents?

Akeyless removes the need for secrets in code, prompts, or pipelines through SecretlessAI™. AI agents request ephemeral access at runtime, and credentials expire immediately after use—removing the “secret zero” risk entirely. Source

What is the Akeyless AI Agent Identity Provider (IdP)?

The Akeyless AI Agent Identity Provider assigns each AI agent a trusted, policy-controlled identity. These ephemeral identities authenticate securely across clouds, SaaS, and on-prem environments—replacing static API keys with dynamic, auditable trust. Source

How does Akeyless integrate with AI models and developer tools?

Akeyless is fully MCP enabled, allowing AI agents and tools like VS Code, Cursor, and GitHub Copilot to securely retrieve credentials in real time. Developers can build and deploy AI agents without embedding or managing secrets manually. Source

Can Akeyless secure legacy and on-prem systems?

Yes. Akeyless uses lightweight, customer-controlled gateways that extend secretless authentication to databases, mainframes, and other systems without modern OAuth or OIDC support. Source

What makes Akeyless different from other AI agent security or NHI vendors?

Unlike observability or governance-only tools, Akeyless provides runtime identity issuance, secretless authentication, and zero-knowledge cryptography in one platform. It protects agents during operation, not just at setup or discovery. Source

Is Akeyless quantum-safe?

Yes. Akeyless uses hybrid TLS 1.3 with ML-KEM768, a NIST-selected post-quantum algorithm, ensuring long-term protection for AI agent communications. Source

Does Akeyless support compliance and auditing for AI activity?

Yes. Akeyless records privileged sessions, logs all credential issuance, and provides full audit trails aligned with SOC 2, ISO 27001, and FIPS 140-2 standards. Source

How does Akeyless enforce least privilege for AI agents?

Akeyless applies policy-driven access in real time, records and monitors privileged sessions, and can detect and terminate rogue or anomalous activity for autonomous agents. Source

What is Secretless AI and how does it work?

Secretless AI eliminates static credentials by issuing secrets dynamically in real time. Hardcoded secrets, keys, and certificates are removed from code and prompts, replaced with temporary credentials that expire immediately or are securely retrieved in real time through Akeyless. Source

How does Akeyless future-proof AI agent security?

Akeyless protects against current and emerging threats with zero-knowledge, quantum-safe cryptography, ensuring secrets and keys are never exposed, not even to Akeyless. It enables hybrid TLS 1.3 + ML-KEM768 post-quantum encryption for lasting protection. Source

How does Akeyless federate identities for AI agents?

Akeyless federates identities across cloud, SaaS, and on-prem systems, enabling secretless authentication for AI agents in every environment. Source

What is Akeyless AI Insights™?

Akeyless AI Insights™ enables security teams to detect anomalies, identify identity risks, and trigger responses through AI-powered discovery, detection, and remediation. Source

How does Akeyless support secure remote access for AI workloads?

Akeyless grants just-in-time, policy-controlled access to databases and infrastructure, without VPNs or standing privileges. Every session is monitored, recorded, and fully auditable. Source

What are the main pain points Akeyless solves for AI agent security?

Akeyless addresses issues such as hardcoded credentials, lack of ephemeral identities, secrets exposure in logs/prompts, and governance challenges for millions of autonomous agents. Source

How does Akeyless help with compliance and governance for AI agents?

Akeyless centralizes control, visibility, and policy enforcement across every environment, providing audit trails and compliance with standards like SOC 2, ISO 27001, and FIPS 140-2. Source

What customer success stories demonstrate Akeyless's impact?

Customers like Constant Contact, Cimpress, Progress, and Wix have reported enhanced security, operational efficiency, and significant cost savings after implementing Akeyless. For example, Progress saved 70% of maintenance and provisioning time. Case Studies

What industries use Akeyless for AI agent security?

Akeyless is used across technology, marketing, manufacturing, software development, banking, healthcare, and retail industries. Source

What integrations does Akeyless support for AI agent security?

Akeyless offers integrations for dynamic and rotated secrets (Redis, Redshift, Snowflake, SAP HANA, SSH), CI/CD (TeamCity), infra automation (Terraform, Steampipe), log forwarding (Splunk, Sumo Logic, Syslog), certificate management (Venafi), certificate authority (Sectigo, ZeroSSL), event forwarding (ServiceNow, Slack), SDKs (Ruby, Python, Node.js), and Kubernetes (OpenShift, Rancher). Full List

Does Akeyless provide an API for AI agent security?

Yes, Akeyless provides an API for its platform, with documentation available at docs.akeyless.io. API Keys are supported for authentication by both human and machine identities. Source

Where can I find technical documentation and tutorials for Akeyless?

Technical documentation is available at docs.akeyless.io and tutorials at tutorials.akeyless.io/docs. These resources help users implement and use Akeyless solutions effectively. Source

What security and compliance certifications does Akeyless hold?

Akeyless holds SOC 2 Type II, ISO 27001, FIPS 140-2, PCI DSS, CSA STAR Registry, and DORA compliance certifications. These demonstrate high standards for security, privacy, and regulatory adherence. Trust Center

How does Akeyless ensure data privacy for AI agent security?

Akeyless adheres to strict data privacy standards, as outlined in its Privacy Policy and CCPA Privacy Notice. Source

What is Distributed Fragments Cryptography™ (DFC) and how does it protect AI agents?

DFC is Akeyless's patented zero-knowledge encryption technology that ensures secrets and keys are never exposed, not even to Akeyless. This provides uncompromisable trust for every agent and data connection. Source

How easy is it to implement Akeyless for AI agent security?

Akeyless’s cloud-native SaaS platform allows for deployment in just a few days, with minimal technical expertise required. Comprehensive onboarding resources, demos, product tours, and tutorials are available to simplify the process. Platform Demo

What support options are available for Akeyless users?

Akeyless offers 24/7 support, a Slack support channel, technical documentation, tutorials, and proactive assistance during onboarding and implementation. Support

How does Akeyless compare to HashiCorp Vault for AI agent security?

Akeyless uses a vaultless architecture, eliminating the need for heavy infrastructure and reducing costs and complexity. Its SaaS-based deployment enables faster implementation and advanced features like Universal Identity and automated credential rotation. Comparison

How does Akeyless compare to AWS Secrets Manager for AI agent security?

Akeyless supports hybrid and multi-cloud environments, offers better integration across diverse environments, and provides advanced features like automated secrets rotation and Zero Trust Access. Comparison

How does Akeyless compare to CyberArk Conjur for AI agent security?

Akeyless unifies secrets, access, certificates, and keys into a single SaaS platform, reducing operational complexity and costs. It provides seamless integration with DevOps tools and supports scalable cloud-native architecture. Comparison

Who is the target audience for Akeyless AI agent security?

Akeyless is designed for IT security professionals, DevOps engineers, compliance officers, and platform engineers in enterprises across industries such as technology, finance, healthcare, retail, and manufacturing. Source

What business impact can customers expect from using Akeyless for AI agent security?

Customers can expect enhanced security, operational efficiency, cost savings (up to 70% reduction in maintenance time), scalability, compliance, and improved collaboration between teams. Progress Case Study

How does Akeyless help with secrets sprawl in AI agent environments?

Akeyless centralizes secrets management and automates credential rotation, addressing the issue of scattered secrets across environments and reducing operational inefficiencies. Source

How does Akeyless minimize standing privileges for AI agents?

Akeyless enforces Zero Trust Access with Just-in-Time access and granular permissions, minimizing standing privileges and reducing unauthorized access risks for AI agents. Source

What onboarding resources are available for new Akeyless users?

New users can access platform demos, self-guided product tours, tutorials, and case studies to simplify onboarding and implementation. Platform Demo

How does Akeyless support hybrid and multi-cloud environments for AI agent security?

Akeyless’s cloud-native SaaS platform is designed for hybrid and multi-cloud environments, providing scalability, flexibility, and seamless integration across diverse infrastructures. Source

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When was this page last updated?

This page wast last updated on 12/12/2025 .

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Identity Security for AI Agents

Control What Agents Do at Runtime

Track every AI agent and control their actions in real time with intent-based, just-in-time access.

Secure AI Agents from Identity to Action

  • Expose Shadow AI

    Discover all your AI agents, the identities they use, and the systems they touch.

  • Eliminate Standing Privilege

    Replace persistent credentials with just-in-time, scoped access.

  • Authorize Actions by Intent

    Assess AI agent intent and allow only valid, policy-aligned actions.

AI Agents Break Traditional Identity Security

AI Agents operate with too much power, and without oversight and runtime control. 

Traditional access control cannot keep up. 

Autonomous actions happen in milliseconds. 

A new paradigm is needed.

Platform Features

Map Every Agent and Its Access

Identify every AI agent and the credentials and permissions they use across your environment.

Evaluate Intent Before Execution

Analyze each request’s intent in real time to enforce policy and block unsafe actions before they execute.

Eliminate Secrets with Just-in-Time Access

Grant short-lived, scoped credentials on demand so agents never store or retain secrets.

Trace Actions End-to-End

Eliminate the AI black box. Capture every step from prompt to execution with a complete, auditable trail.

How Akeyless Secures AI Agents

  • Discover and Map Your AI Agents

    Akeyless Agentic Identity Intelligence sees every AI agent, the identities they use, and how they access data.

  • Keep Secrets Out of AI Agents

    Akeyless SecretlessAI™ eliminates static, hardcoded credentials and ensures AI Agents have secure, ephemeral access to target resources.

  • Govern AI Actions in Real Time

    Akeyless Agentic Runtime Authority ensures AI agents act only within approved intent and authority.

Agentic Runtime Authority In Action

Every agent request is intercepted before reaching its target, evaluated against declared intent, and continuously inspected during execution. Live commands across SSH, databases, Kubernetes, and cloud APIs are monitored and blocked immediately if they exceed approved authority.

With Agentic Runtime Authority, you don’t just hope your AI behaves. You enforce its boundaries at the Gateway level, and you maintain a tamper-proof forensic audit trail of every single prompt and API call it attempts to make.

Trusted by
  • Broad Ecosystem of Integrations

    Integrate with AI frameworks, developer tools, and MCP-based agent ecosystems

  • Security and Compliance You Can Trust

    We adhere to global security standards and regulations and are audited by independent third parties.

  • Quantum-Safe, Zero-Knowledge Security

    Patented Distributed Fragments Cryptography™ and hybrid post-quantum encryption keep secrets secure

Ready to Secure Your AI Agents?

Bring visibility, runtime authority and zero standing privilege to autonomous workflows.