ASAI Security ResearchIndependent public-source research
Public reviewread only

Solution approach

Machine and workload identity

Manage service accounts, machine identities, secrets, application programming interface (API) keys, and other credentials used by software.

Research scopeVendorsPublicly documented vendor profiles
Evaluation guideRequirementsSecurity requirements buyers can verify
Evidence basisSourcesPublic claims linked to their original sources
Unresolved itemsQuestionsMissing support is labeled instead of assumed
View research coverageThese counts describe available public research, not product quality or suitability.Expand
Vendor profiles
14 shown in this view
Security requirements
1 to review
Strong public support
12 requirement records
Limited public support
2 requirement records
Open research
0 with no supporting claim · 0 incomplete

Evaluation guide

What buyers should verify

Foundational security requirement

Non-human identity and service-account security

Inventory, least privilege, credential hygiene, monitoring, and lifecycle management for non-human identities, workloads, service accounts, application programming interface (API) keys, and machine credentials.

Questions to test
  1. A test service account, agent identity, or non-human identity appears in inventory with owner and privileges.
  2. A credential, secret, rotation, or hygiene issue is detected for the test identity.
  3. A least-privilege or lifecycle control changes the status of the test identity.
Related frameworks

NIST AI RMF Playbook · NIST Cybersecurity Framework 2.0 · CIS Critical Security Controls · ISO/IEC 42001 · OWASP GenAI Security Solutions Landscape

Vendor research

Vendors with public research for this approach

Choose vendors to compare →

Vendors are grouped by whether this approach is a core product focus or related coverage, then ordered by documented support across the requirements shown. This organizes public research coverage; it is not a product ranking or recommendation.

Evidence labelsStrong public supportLimited public supportNo supporting claim foundResearch incomplete
VendorNon-human identity securitySourcesAction
Core product focusThis approach is central to how these vendors present the product · 9 vendors
AembitEmergingSupport found for 1 of 1 requirementStrong public support1Profile →
Astrix Security / CiscoEstablishedSupport found for 1 of 1 requirementStrong public support1Profile →
CyberArk Secure AI AgentsEstablishedSupport found for 1 of 1 requirementStrong public support1Profile →
Entro SecurityEmergingSupport found for 1 of 1 requirementStrong public support2Profile →
JetStream SecurityGrowth stageSupport found for 1 of 1 requirementStrong public support1Profile →
KeycardGrowth stageSupport found for 1 of 1 requirementStrong public support1Profile →
Oasis SecurityScaledSupport found for 1 of 1 requirementStrong public support1Profile →
Okta for AI AgentsEstablishedSupport found for 1 of 1 requirementStrong public support1Profile →
Token SecurityEmergingSupport found for 1 of 1 requirementStrong public support1Profile →
Related coverageThese vendors address the requirements through another core product focus · 5 vendors
Cloudflare AI Security SuiteEstablishedSupport found for 1 of 1 requirementStrong public support1Profile →
CrowdStrike AI SecurityEstablishedSupport found for 1 of 1 requirementStrong public support1Profile →
Obsidian AI SecurityGrowth stageSupport found for 1 of 1 requirementStrong public support1Profile →
Grip SecurityGrowth stageSupport found for 1 of 1 requirementLimited public support1Profile →
Varonis AI SecurityEstablishedSupport found for 1 of 1 requirementLimited public support1Profile →

Company maturity remains a filter and profile attribute; it does not affect the research-coverage order.