Verdict
CyberDesk is identity-centric data security (a DSPM approach): it discovers and classifies sensitive data (PII, PCI, PHI, secrets, IP), maps which identities can access it, and enforces least privilege and need-to-know at the data level, with access reviews, lifecycle workflows, and risk monitoring. 8Layers is an identity security platform: it secures what an identity can do across the infrastructure: posture (ISPM), real-time threat detection and response (ITDR), and identity-control compliance on one identity-data layer.
Both analyze identities and their access. The difference is orientation: CyberDesk points that analysis at the data (what is sensitive, who can reach it); 8Layers points it at the identity and the attack (what the identity can do, and whether it is under attack in real time). 8Layers can complement a DSPM or DLP on the identity plane; it does not classify data and does not aim to replace them. CyberDesk's reviewed pages do not document real-time ITDR.
This comparison uses vendor-published information only. It does not rank either product.
Verified comparison
The table summarizes the public documentation reviewed. The sections below explain the scope and qualifications behind each entry.
What 8Layers publicly documents
8Layers connects Thor (ITDR), Octagon (ISPM), and Compass (compliance) through one identity-data layer.
Its public pages describe compound risk scoring per identity, real-time detection with correlation across the full identity history, investigation timelines, causality graphs, and response actions including session termination and token revocation.
Its focus is the identity plane and the infrastructure.
What CyberDesk publicly documents
CyberDesk says it discovers human and non-human identities. It also maps sensitive data such as PII, PCI, PHI, intellectual property, and developer secrets.
Its Authorization Graph documents effective permissions and access paths. Its public pages also describe permission right-sizing, access certifications, lifecycle workflows, suspicious-activity alerts, and remediation workflows.
CyberDesk includes AI agents and ShadowAI in its positioning. The reviewed pages provide limited detail about dedicated AI-agent inventory, ownership, runtime attribution, or risk-scoring workflows.
Documented strengths and review limitations
8Layers
Documented strengths: real-time ITDR across the full identity history, compound risk scoring per identity, investigation timelines, causality graphs, response actions, and identity-control compliance evidence.
Review limitations: does not classify sensitive data by content; on the data plane it complements a DSPM/DLP rather than replacing it.
CyberDesk
Documented strengths: sensitive-data discovery and classification, identity-to-data authorization mapping, least-privilege enforcement, access reviews, lifecycle workflows, and risk monitoring.
Review limitations: the reviewed pages do not document real-time ITDR or kill-chain correlation, and give limited detail about dedicated AI-agent governance. Numeric pricing was not shown.
Which product should you evaluate?
Consider 8Layers when you specifically need:
- A product explicitly organized around real-time ITDR and ISPM.
- Historical kill-chain correlation, timelines, and causality graphs.
- Identity-control evidence for ENS, NIS2, ISO 27001, or SOC 2.
Consider CyberDesk when you specifically need:
- Sensitive-data inventory and classification.
- Identity-to-data authorization mapping.
- Data-level reviews, lifecycle management, and permission right-sizing.
Consider both when you need the data plane and the identity/threat plane covered together.
These are documented use cases, not independent conclusions about quality.
Pricing
Neither vendor displayed numeric pricing on the official pages reviewed. Ask both vendors to quote the same identity types, data sources, environments, integrations, governance workflows, and support requirements.
Methodology and limitations
We reviewed current first-party platform, product, and solution pages on 13 August 2026. We did not test either product or treat missing documentation as proof that a capability is absent.
Validate data-source coverage, identity integrations, response actions, and evidence exports during evaluation.
Star ratings and review counts are not included because this review did not verify a consistent, current third-party dataset for both vendors.
Sources reviewed
8Layers sources
FAQs
CyberDesk publishes risk monitoring, suspicious-activity detection, compromised-account investigation support, and remediation. The reviewed pages do not use the ITDR label.
No. 8Layers works on the identity plane and complements a DSPM or DLP; it does not classify data content (PII, PHI, etc.) and does not aim to replace those tools.
Yes. Both publish non-human identity visibility. Their identity types, connectors, and governance depth should be demonstrated during evaluation.