THE SECURITY ATLAS / PRODUCT INTELLIGENCE
The architecture behind the promise. The work behind the purchase. Independent field notes for people who have to make security products work.
Find your next evaluation ↓A FEW PLACES TO BEGIN
Start with a deep dive, then build your own comparison. Documentation research and editorial judgment; hands-on effectiveness remains unassessed.
A programmable security data platform whose economics begin with collection decisions
READ THE DOSSIER ↗CNAPP / CSPM / FIELD DOSSIERCloud risk becomes actionable when the graph reaches the actual resource owner
READ THE DOSSIER ↗APPSEC / FIELD DOSSIERDeveloper workflow integration matters more than the number of scanners
READ THE DOSSIER ↗AI / AGENTS / FIELD DOSSIERConnect adversarial validation to a clearly defined runtime enforcement path
READ THE DOSSIER ↗183 product profiles across 14 segments
YOUR COMPARISON WORKSPACE
Selected offerings share a segment and control purpose. Read the scope and tradeoffs before treating them as substitutes. This view compares editorial research; it does not assign performance scores.
Select another product in the same control purpose to compare it here.
Try a shorter product name, a capability, or a different segment or delivery model.
SIEM / 15 PROFILES
Reconstruct a suspicious sequence across identity, endpoints, applications, and cloud activity.
Microsoft
Cloud SIEMA programmable security data platform whose economics begin with collection decisions
Worth a look whenMicrosoft-oriented security teams with KQL skills, named detection owners and a deliberate multicloud collection strategy.
Cisco
SIEM and security analyticsRisk based investigation rewards teams that can maintain their data foundation
Worth a look whenEstablished Splunk teams seeking entity-centered investigations and a deliberate detection engineering program.
Google / Alphabet
Cloud SIEMA managed security data layer makes normalization the decisive engineering contract
Worth a look whenTeams seeking managed cross-source analytics with engineers able to own UDM mappings and YARA-L detections.
Elastic
SIEM and search analyticsSearch and detection flexibility reward teams willing to own the data model
Worth a look whenEngineering-led security teams with Elastic skills and a reason to tailor search, storage and detection workflows.
CrowdStrike
Cloud SIEM and platform analyticsFalcon context meets third party telemetry through a pipeline that needs ownership
Worth a look whenTeams consolidating investigations around Falcon while retaining explicit requirements for third-party sources and EDR.
Palo Alto Networks
Converged SIEM and security operationsConsolidated security operations make data onboarding and automation authority the real project
Worth a look whenOrganizations willing to consolidate detection and response workflows and invest in a scoped Cortex migration.
Exabeam
Cloud and self-hosted SIEM portfolioTwo distinct SIEM deployment paths require a precise product and migration decision
Worth a look whenTeams deliberately choosing between Exabeam cloud analytics and a maintained self-hosted LogRhythm operating model.
Securonix
Cloud SIEM and behavior analyticsBehavior centered analytics depend on identity context and explainable investigation evidence
Worth a look whenIdentity-heavy environments with analysts able to investigate behavior changes and engineers able to maintain source context.
IBM
Self-managed SIEMAn established modular SIEM needs explicit capacity and portfolio lifecycle boundaries
Worth a look whenOrganizations with QRadar expertise, explicit hosting requirements and a maintained event/flow capacity plan.
OpenText
Enterprise SIEM and correlationPrecise correlation remains valuable when connector and platform expertise are available
Worth a look whenOrganizations with skilled ArcSight engineers and explicit requirements for controlled correlation and event processing.
Fortinet
SIEM with asset and operations contextDistributed collection and infrastructure context require a deliberate cluster and tenant design
Worth a look whenDistributed or service-provider environments needing a controllable collection architecture and security/infrastructure context.
Rapid7
Cloud SIEM and detectionUser attribution is the value proposition and the first thing to validate
Worth a look whenTeams wanting a managed SIEM with a practical focus on users, assets and investigation context.
Guardsix
SIEM and normalized analyticsA sovereignty oriented SIEM now carries the Guardsix name and familiar responsibilities
Worth a look whenOrganizations and service providers prioritizing controlled deployment, regional operating requirements and a maintainable SIEM scope.
Graylog
Security analytics over log managementA log centric security workflow still depends on storage and entitlement engineering
Worth a look whenTeams with log-management expertise seeking a security-focused workflow and explicit control over their evidence pipeline.
Wazuh Inc.
Open-source security monitoringOpen source visibility trades license freedom for a substantial operating commitment
Worth a look whenEngineering-capable teams seeking open-source host visibility, rule-based analysis and control over security data deployment.
EDR / 14 PROFILES
Understand what happened on a managed endpoint and take a proportionate, reversible response.
Microsoft
Endpoint detection and responseEndpoint investigation gains leverage from Microsoft context and disciplined device ownership
Worth a look whenTeams that want endpoint investigations connected to Microsoft Defender and can coordinate security policy with device administrators.
CrowdStrike
Endpoint detection and responseEndpoint investigation is strongest when sensor operations and response authority stay visible
Worth a look whenTeams building a cloud-operated endpoint investigation program with disciplined sensor lifecycle and responder access management.
SentinelOne
Endpoint detection and responseAutonomous endpoint actions need a precise platform and recovery acceptance matrix
Worth a look whenTeams seeking an integrated endpoint prevention and investigation workflow with explicit control over automated response.
Palo Alto Networks
Endpoint detection and responseEndpoint policy and investigation scope must be separated from wider data ingestion
Worth a look whenTeams aligning endpoint policy and investigation with Cortex expertise and a clearly scoped prevention or Pro deployment.
Sophos
Endpoint detection and responseLive endpoint investigation and remote response require different connectivity and authority checks
Worth a look whenSophos endpoint customers building an analyst-led investigation program with clearly governed remote response.
Trend Micro
Endpoint detection and responseEndpoint protection and sensor only deployment must remain distinct purchase decisions
Worth a look whenOrganizations standardizing Trend endpoint investigations while explicitly mapping workstation, server and sensor-only coverage.
Trellix
Endpoint detection and responseForensic investigation becomes useful when ePO and protection dependencies are mapped precisely
Worth a look whenOrganizations with Trellix administration skills seeking deeper endpoint investigation and forensic context in a defined ePO architecture.
Bitdefender
Endpoint detection and responseA focused endpoint investigation layer needs explicit prevention and wider XDR boundaries
Worth a look whenTeams adding endpoint investigation and response to a defined protection estate, particularly where GravityZone skills already exist.
ESET
Endpoint detection and responseA separate investigation connector makes underlying protection and management prerequisites unavoidable
Worth a look whenESET customers seeking endpoint investigation with clearly documented connector and management dependencies.
WithSecure
Endpoint detection and responseBroad Context Detections support analyst judgment while expert escalation remains separately scoped
Worth a look whenTeams wanting a cloud EDR workflow with an optional, explicitly contracted expert-validation path.
Elastic
Endpoint detection and responseEndpoint controls share an Elastic evidence platform but require separate policy ownership
Worth a look whenElastic security teams seeking endpoint telemetry, policy and response integrated with their existing search and investigation workflows.
Broadcom
Endpoint detection and responseA hunting focused endpoint dataset rewards precise watchlists and governed API access
Worth a look whenHunting-oriented teams with analysts able to maintain endpoint queries, indicators and investigation playbooks.
Arctic Wolf
Endpoint detection and responseCylance lineage now requires explicit Protect and Focus agent compatibility decisions
Worth a look whenOrganizations evaluating or maintaining Cylance-derived endpoint prevention and investigation with a scoped Arctic Wolf delivery arrangement.
Cisco
Endpoint detection and responseCisco endpoint context is useful when connectors and investigation entitlements are verified
Worth a look whenCisco-oriented environments seeking endpoint evidence and query workflows aligned with existing security operations.
IAM / 15 PROFILES
Give the right identity the right access, for the right reason, and remove it when that reason ends.
Microsoft
Workforce IAMA workforce identity control plane with powerful policy and consequential dependencies
Worth a look whenMicrosoft-oriented workforces needing centralized application sign-in and contextual access policy with a maintained identity lifecycle.
Okta
Workforce IAMIndependent workforce identity pays off when application lifecycle and recovery are engineered
Worth a look whenOrganizations with varied SaaS and custom applications seeking a dedicated workforce identity and authentication platform.
Auth0
Customer identityManaged application identity leaves token validation and business authorization with the application
Worth a look whenProduct engineering teams building customer or partner applications with explicit identity integration and authorization ownership.
Ping Identity
Workforce and customer federationFederation flexibility is valuable when the team can own the integration edges
Worth a look whenComplex enterprise federation and hybrid identity environments with engineers able to maintain adapters and application trust relationships.
SailPoint
Identity governanceAccess governance succeeds only when review decisions reach authoritative application entitlements
Worth a look whenOrganizations that need governed access requests, lifecycle changes and periodic reviews across an owned application roster.
Saviynt
Identity governanceGovernance breadth matters only when application permissions can be reconciled and removed
Worth a look whenOrganizations seeking cloud identity governance and application entitlement controls with committed business application owners.
CyberArk
Privileged accessPrivileged access modernization requires target side enforcement beyond the vault and session broker
Worth a look whenOrganizations with important privileged target systems and staff able to operate credential, session and access-lifecycle controls.
BeyondTrust
Privileged accessCredential vaulting remote access and endpoint elevation solve different privilege problems
Worth a look whenOrganizations assembling controlled credential, vendor-session and endpoint-privilege workflows across a mixed estate.
Delinea
Privileged accessA privileged vault becomes an active control only when rotation reaches dependent systems
Worth a look whenTeams building a vault-centered privileged access program across segmented networks and known credential consumers.
IBM
Identity fabricA hybrid identity portfolio needs a module boundary before any meaningful comparison
Worth a look whenHybrid organizations modernizing application access or governance with explicit IBM product and integration ownership.
Oracle
Cloud IAM and identity governanceOCI access identity domains and governance need separate authority and entitlement maps
Worth a look whenOracle-centered estates needing coordinated OCI access and separately scoped governance of application entitlements.
JumpCloud
Workforce directory and device managementDirectory and device consolidation require different tests for online and offline access
Worth a look whenIT teams managing a heterogeneous workforce and device estate with a reason to unify directory and selected endpoint administration.
Cisco Duo
Multifactor authentication overlayAn access security layer strengthens sign in while preserving upstream identity dependencies
Worth a look whenTeams adding MFA and contextual access policy to an existing identity and application estate.
Amazon Web Services
Cloud workforce IAMA workforce front door to AWS still needs disciplined permission and session design
Worth a look whenAWS organizations centralizing workforce account and supported application access while retaining an authoritative upstream identity provider.
Google Cloud
Cloud workforce and customer identityGoogle account management workforce federation and customer identity are three distinct designs
Worth a look whenGoogle-oriented organizations able to distinguish managed Google identities, external workforce federation and customer application login requirements.
VM / 14 PROFILES
Choose which exposure to reduce next, then verify that the risk changed.
Tenable
Exposure management platformAn exposure program built from sensors, context, and remediation ownership
Worth a look whenOrganizations consolidating vulnerability and exposure work across several Tenable collection products and existing security feeds.
Qualys
Vulnerability management and TruRisk platformConnect vulnerability discovery to a patch workflow you can actually operate
Worth a look whenTeams that want cloud-managed vulnerability assessment tied to an established endpoint and patch-management process.
Rapid7
Hybrid exposure managementUseful consolidation when the underlying Rapid7 collection layers are truly connected
Worth a look whenHybrid environments building a shared exposure workflow around Rapid7 assessment and cloud-security components.
Microsoft
Exposure graph and Defender vulnerability managementA Defender-centered exposure graph whose usefulness follows its connected telemetry
Worth a look whenOrganizations already operating Microsoft Defender and cloud posture tooling that want connected exposure investigation.
CrowdStrike
Agent-centric exposure managementExposure investigation that should be judged on coverage and actionable context
Worth a look whenTeams seeking asset and exposure context connected to Falcon operations or supported third-party sources.
Cisco
Legacy risk-based vulnerability managementA legacy risk program whose immediate job is controlled migration
Worth a look whenExisting customers documenting the inherited program and preparing a replacement before their contractual support ends.
Axonius
Cyber asset attack surface managementMake asset disagreement visible before automating consequential security actions
Worth a look whenTeams reconciling endpoint, identity, cloud, inventory, and security-tool records to find ownership and control gaps.
runZero
Agentless discovery and exposure workflowFind the assets your existing security tools do not report
Worth a look whenOrganizations seeking independent visibility into unmanaged, transient, or unusual network-connected assets.
Brinqa
Exposure orchestrationA risk data layer that succeeds when its model survives scrutiny
Worth a look whenEnterprise programs normalizing findings from multiple security tools and routing remediation across business and technical teams.
XM Cyber
Attack-path analysisPrioritize the relationships that let exposures reach critical business assets
Worth a look whenHybrid security programs prioritizing interconnected identity, network, and cloud exposures around important business services.
Cymulate
Breach and attack simulationTurn a control claim into a repeatable test and verified improvement
Worth a look whenSecurity engineering and purple teams repeatedly validating specific prevention and detection paths in their existing stack.
Picus Security
Exposure validation and breach and attack simulationSeparate a control stopping an action from a detection reaching an analyst
Worth a look whenDetection and security-engineering teams that want repeatable evidence across prevention controls and the SIEM detection pipeline.
Pentera
Automated security validationValidate exploitable paths with explicit guardrails and a repeatable remediation loop
Worth a look whenTeams with authority to run bounded validation and owners available to fix and retest consequential attack paths.
Greenbone
Open-ecosystem vulnerability scannerA controllable scanning foundation whose feed and operating model matter
Worth a look whenTeams that want controlled network-scanning infrastructure and are prepared to operate credentials, schedules, feeds, and remediation handoffs.
CNAPP / CSPM / 14 PROFILES
Find risky paths through cloud resources and fix the conditions that make them possible.
Amazon Web Services
Native AWS security servicesNative cloud security becomes useful when accounts, regions, and service boundaries agree
Worth a look whenAWS-centered organizations with cloud platform owners who can maintain organization-wide security configuration and a reliable findings handoff.
Microsoft
Native Azure and multicloud CNAPPA cloud security portfolio whose plan and connector choices define the protection
Worth a look whenAzure-oriented cloud teams that can connect workload owners, posture remediation, and Microsoft security operations across defined subscriptions and external accounts.
Google Cloud
Native Google Cloud posture and detectionTreat the Enterprise tier shutdown as an architecture decision, not a footnote
Worth a look whenGoogle Cloud teams that need native security findings and can validate the exact Standard or Premium scope against an organization-wide operating model.
Wiz
Multicloud CNAPPCloud risk becomes actionable when the graph reaches the actual resource owner
Worth a look whenMulticloud engineering organizations that need shared risk context and can assign remediation to service owners.
Palo Alto Networks
Application, posture and runtime securityConverged cloud and SOC workflows need a precise integration and response contract
Worth a look whenCloud and SOC teams willing to integrate application context, posture findings, and instrumented runtime response through a common operating model.
Orca Security
Agentless scanning and runtime CNAPPAgentless depth and runtime sensing are complementary promises with different deployment work
Worth a look whenCloud security teams seeking out-of-band workload assessment with a deliberate, separately validated runtime sensor rollout.
CrowdStrike
Cloud posture and workload protectionA Falcon-centered cloud response model still needs workload-by-workload coverage evidence
Worth a look whenFalcon-oriented security operations teams that can pair cloud-platform access with a managed workload sensor rollout and shared incident ownership.
Sysdig
Runtime-focused cloud and Kubernetes securityRuntime detail pays off when cloud engineers can operate the collection components
Worth a look whenCloud-native teams with Linux and Kubernetes ownership who want runtime evidence connected to vulnerability and posture decisions.
Fortinet
Posture, workload and development securityVerify both collection modes and the license model inherited with the deployment
Worth a look whenTeams operating cloud accounts and Linux workloads that can maintain both cloud integrations and agents, including existing Lacework estates.
Tenable
Cloud exposure and entitlement managementCloud entitlement and exposure context must lead to a defensible permission change
Worth a look whenCloud and identity teams that can turn entitlement analysis and exposure context into approved changes to permissions and critical cloud resources.
Check Point
CNAPP transition and cloud network securityExisting CloudGuard CNAPP requires a migration plan with distinct Wiz and network boundaries
Worth a look whenExisting Check Point CNAPP customers planning a documented transition, or teams explicitly combining Wiz CNAPP with separately scoped Check Point network controls.
Aqua Security
Container and cloud workload securityRuntime enforcement is valuable only where the workload control actually executes
Worth a look whenPlatform teams that own container delivery and production workload policy and can stage enforcement with application owners.
Trend Micro
Cloud posture within a broader security platformThe cloud-provider feature matrix matters more than the breadth of the console
Worth a look whenTrend-oriented security teams that can map provider-specific cloud features, scan infrastructure, and workload protection into an owned operating model.
Upwind
Runtime-focused CNAPPRuntime context can improve a decision only where the sensors and scanners reach
Worth a look whenCloud-native teams able to operate workload sensors and in-account scanners while using application behavior to prioritize cloud remediation.
APPSEC / 15 PROFILES
Prevent an application-specific failure and give developers a fix they can verify.
Black Duck
Application security testing and software composition analysisAn AppSec portfolio whose engines and deployment choices deserve separate evaluation
Worth a look whenEnterprise AppSec programs needing several analysis methods across a varied application portfolio.
Checkmarx
Application security platformA shared scan platform whose dependency resolution must match your builds
Worth a look whenPrograms coordinating several AppSec analysis engines and centralized project-level triage.
Veracode
Application risk managementChoose the scan workflow before assuming findings share one governance model
Worth a look whenTeams combining developer pipeline feedback with centrally governed application-security assessment.
Snyk
Developer-workflow application securityDeveloper workflow integration matters more than the number of scanners
Worth a look whenEngineering organizations that can connect security findings to repository owners and maintain fixes inside normal development work.
GitHub (Microsoft)
Source-control native code and secret securitySecurity at the repository boundary still needs deliberate coverage and ownership
Worth a look whenOrganizations standardizing development on GitHub and wanting repository-native security feedback and remediation campaigns.
GitLab
Source-control and CI application securityA pipeline-native approach that must distinguish scanner access from governance entitlement
Worth a look whenGitLab-centered engineering organizations that can manage security scans as versioned pipeline configuration.
Semgrep
Custom-rule static analysis and supply-chain platformA code-security workflow where custom rules and triage deserve first-class attention
Worth a look whenTeams investing in source-level security rules and developer feedback across one or more CI environments.
SonarSource
Quality platform with paid software composition analysisExtend an existing quality gate only after proving its security coverage
Worth a look whenOrganizations operating SonarQube Server Enterprise that want source and dependency security integrated with existing engineering gates.
HCLSoftware
Application security testingPick the AppScan product before comparing its testing or deployment model
Worth a look whenApplication-security teams needing a choice of dynamic testing, static analysis, and cloud or self-managed delivery.
OpenText
Static application security testingEnterprise static analysis that needs a deliberate build and audit workflow
Worth a look whenEnterprise programs needing governed static analysis across complex builds and deployment constraints.
Mend.io
Software composition analysis and developer remediationDependency remediation improves when the graph and reachability limits are understood
Worth a look whenDevelopment organizations building a repeatable dependency-risk and upgrade workflow across supported repository integrations.
Endor Labs
Reachability-first composition analysisDependency context is useful only when the application graph is complete
Worth a look whenTeams prioritizing dependency risk using application context and evaluating the consequences of upgrades.
Legit Security
Application security posture and SDLC discoverySee the software factory before trying to govern its security posture
Worth a look whenEnterprise AppSec programs reconciling many repositories, pipelines, scanners, and application owners.
Chainguard
Hardened rebuilds and provenanceReduce base-image exposure without pretending migration is a simple tag swap
Worth a look whenPlatform teams standardizing maintained container foundations and prepared to adapt builds and update practices.
JFrog
Artifact-registry securityGovern the artifact path while keeping scanning and admission controls distinct
Worth a look whenTeams using artifact repositories as a control point for dependency risk, build policy, and software promotion.
DLP / DSPM / 14 PROFILES
Reduce an unacceptable data exposure without making legitimate work impossible.
Microsoft
Classification, DLP and postureA data-protection program whose coverage changes with every location and license
Worth a look whenMicrosoft-centered organizations building coordinated classification and DLP across supported collaboration and endpoint locations.
Varonis
Data posture and access governanceSensitivity and access become useful when permission changes survive business validation
Worth a look whenTeams reducing sensitive-data exposure and excessive access across supported file, cloud, and collaboration services.
Cyera
Data posture and DLP orchestrationDiscover sensitive data and prove the identity context before automating repairs
Worth a look whenOrganizations establishing sensitive-data visibility and exposure priorities across supported cloud, SaaS, and other data stores.
BigID
Discovery, posture and privacy governanceA data-centric platform that needs clear boundaries between discovery and enforcement
Worth a look whenTeams building shared sensitive-data discovery and classification across security, governance, and data owners.
Securiti AI
Data discovery and governanceSeparate the available data-security workflow from the combined-platform roadmap
Worth a look whenOrganizations evaluating data-security posture with governance needs and a possible connection to a wider Veeam resilience program.
Forcepoint
Enterprise DLP across channelsOne policy program still needs distinct discovery and enforcement paths
Worth a look whenOrganizations running a deliberate cross-channel DLP program with data owners, policy engineering, and incident-review capacity.
Proofpoint
Email, cloud and endpoint DLPData movement becomes actionable when content and user context stay connected
Worth a look whenTeams investigating cross-channel data loss and already using, or evaluating, Proofpoint email and user-risk context.
Symantec Enterprise
Hybrid enterprise DLPA dedicated DLP architecture that must prove policy delivery to every endpoint
Worth a look whenEnterprise teams operating a dedicated DLP program with detection-server and endpoint-management capacity.
Netskope
Cloud, web and endpoint DLPCloud inspection and endpoint controls need separate proof of the protected path
Worth a look whenOrganizations combining cloud and web inspection with selected endpoint data controls in a Netskope-based access architecture.
Zscaler
Inline, endpoint and SaaS DLPInline data protection depends on steering, inspection, and a separate endpoint scope
Worth a look whenTeams building data controls around a Zscaler internet and SaaS access architecture with explicit channel coverage.
Nightfall AI
SaaS, browser and AI DLPAPI-connected data protection whose real coverage follows application permissions and tier
Worth a look whenTeams deploying focused sensitive-data detection and remediation in supported collaboration and SaaS applications.
Rubrik
Data posture with recovery contextSensitivity context can inform resilience without becoming proof of recoverability
Worth a look whenTeams evaluating sensitive-data posture alongside a Rubrik resilience program and supported data sources.
IBM
Database activity and data postureDatabase activity evidence needs a collection design and careful incident-data handling
Worth a look whenDatabase-security teams requiring monitored access evidence, policy controls, and a governed audit process.
Imperva
Data-store monitoring and protectionA data-security fabric whose discovery and activity layers need separate acceptance
Worth a look whenTeams connecting database activity security with discovery and classification across a broader hybrid data estate.
SOAR / MDR / 18 PROFILES
Turn a signal into a timely, accountable decision with a clear handoff.
Palo Alto Networks
SOAR / automation softwareChoose an orchestration layer or a broader SOC platform deliberately
Worth a look whenSOCs choosing either a dedicated cross-tool response layer or a deliberate migration toward a broader Cortex operations platform.
Cisco
SOAR / automation softwareTreat playbook editing and integration configuration as privileged production changes
Worth a look whenSOCs building governed, cross-tool automation and willing to own integration code, credentials, and playbook lifecycle.
Case-driven automation with an explicit boundary for remote execution
Worth a look whenSOCs coordinating cases and playbooks across cloud services and private environments through supported integrations.
Tines
SOAR / automation softwareFlexible workflow automation becomes a security control when change management is deliberate
Worth a look whenSecurity and operations teams building API-driven workflows with clear ownership and an appetite for workflow engineering.
Torq
SOAR / automation softwareAutomated workflows need an inventory of the authority they carry
Worth a look whenTeams building and operating cross-tool security automation with named workflow and integration owners.
Swimlane
SOAR / automation softwareA security-automation application whose connectors and case model need real ownership
Worth a look whenSecurity teams building governed playbooks and structured case workflows across several operational tools.
Fortinet
SOAR / automation softwareIncident automation with explicit connector, role, and remote-agent boundaries
Worth a look whenSOCs requiring structured incident workflows and cross-tool playbooks with explicit administrative and execution roles.
Rapid7
SOAR / automation softwareCloud and orchestrator connections are different execution and credential decisions
Worth a look whenTeams automating repeatable security tasks across Rapid7 and supported third-party tools, including private-network services.
CrowdStrike
Managed detection and responseA managed response operating model whose coverage follows the purchased Falcon scope
Worth a look whenOrganizations wanting a managed response operation around Falcon and explicitly supported additional telemetry.
Microsoft
Managed detection and responseManaged investigation becomes direct response only with the permissions you grant
Worth a look whenDefender-centered organizations needing managed investigation and an explicitly authorized response partner.
Sophos
Managed detection and responseA staffed response service whose authority must match your incident plan
Worth a look whenTeams that need continuous investigation and response, with named internal contacts and supported endpoint, identity, cloud, or network telemetry.
Arctic Wolf
Managed detection and responseA managed operating relationship whose tier and response responsibilities must be explicit
Worth a look whenOrganizations seeking managed security operations with an explicit ongoing customer or partner relationship.
Expel
Managed detection and responseA managed investigation workflow that should expose its evidence and customer handoff
Worth a look whenTeams retaining an established multi-vendor stack and seeking visible managed investigations and response handoffs.
Zscaler
Managed detection and responsePreserve Red Canary service clarity while verifying the current Zscaler integration
Worth a look whenTeams evaluating current Red Canary-derived MDR alongside existing endpoint, identity, cloud, or Zscaler services.
eSentire
Managed detection and responseChoose the monitored signals and response duties before comparing the package
Worth a look whenOrganizations seeking a managed operation across several security signal types with an explicit service-description framework.
Huntress
Managed detection and responseManaged endpoint response whose isolation exceptions must match the operating business
Worth a look whenIT and security teams or service providers needing managed endpoint investigation and a clear operational response workflow.
Rapid7
Managed detection and responseDirect containment depends on opting in and configuring the response connections
Worth a look whenTeams adopting managed detection and investigation with explicit Rapid7 or supported third-party containment integrations.
SentinelOne
Managed detection and responseA managed Singularity operation that needs explicit response policy and recovery scope
Worth a look whenOrganizations operating or selecting Singularity and seeking managed investigation and authorized response on that foundation.
EMAIL / 8 PROFILES
Interrupt a deceptive conversation before it becomes credential theft, a fraudulent payment, or a compromised account.
Microsoft
Native email and collaboration protectionNative Microsoft mail protection becomes more valuable with disciplined investigation ownership
Worth a look whenMicrosoft 365 teams seeking integrated email investigation and documented response controls.
Proofpoint
Email protection with API and gateway deployment optionsChoose the email deployment deliberately before judging a broad protection portfolio
Worth a look whenEnterprises evaluating independent email protection across an explicitly selected Microsoft 365 or gateway architecture.
Mimecast
Cloud gateway and integrated email protectionMail-flow engineering and controlled rollout are central to the Mimecast decision
Worth a look whenMicrosoft 365 teams willing to engineer and operate the Cloud Integrated mail path deliberately.
Abnormal AI
Behavioral API-based email protectionBehavioral email defense is persuasive only when verdicts and remediation stay explainable
Worth a look whenCloud-mail teams evaluating behavioral analysis and mailbox remediation for targeted email threats.
Check Point
Integrated email and collaboration protectionAPI based inline protection needs a proven mail path and release process
Worth a look whenMicrosoft 365 organizations evaluating integrated pre-delivery inspection and an analyst investigation workflow.
Cloudflare
Gateway and post-delivery email protectionCloudflare makes deployment tradeoffs explicit enough to test them rigorously
Worth a look whenMicrosoft 365 teams adding measurable API-based post-delivery inspection and remediation.
Barracuda
Email gateway, impersonation protection and response portfolioBuild the evaluation around the purchased cloud modules and actual mail routing
Worth a look whenTeams evaluating a cloud email gateway with clearly itemized complementary mailbox controls.
Cisco
Cloud mailbox investigation and remediationMicrosoft mailbox visibility becomes protection only with authorized verified remediation
Worth a look whenMicrosoft 365 teams evaluating Cisco analysis with explicit read/write mailbox remediation.
SSE / ZTNA / 8 PROFILES
Give a user or contractor access to the resource they need, with observable policy decisions and a defined session lifecycle.
Zscaler
Combined public and private application accessInternet policy and private application access require two carefully designed control paths
Worth a look whenEnterprises prepared to map applications, user groups and traffic forwarding across a distributed workforce.
Netskope
Security service edge with cloud application controlsCloud application context is compelling when traffic and module boundaries are explicit
Worth a look whenTeams aligning web, SaaS and private-access policy with a well-managed endpoint deployment.
Palo Alto Networks
Cloud-delivered access securityPrisma Access fits when cloud enforcement and management choices are deliberate
Worth a look whenEnterprises with defined mobile-user and site requirements and a clear Palo Alto management strategy.
Cloudflare
Identity-aware private access and web traffic policyAccess and Gateway provide clear building blocks that still need sound integration
Worth a look whenTeams comfortable assembling documented identity, endpoint and application connectivity controls.
Cisco
Security service edge for internet and private destinationsResource policy and remote diagnostics should anchor the Cisco access evaluation
Worth a look whenOrganizations aligning remote internet and private access with a defined Cisco connectivity and identity design.
Fortinet
Cloud access security with FortiClient integrationFortiSASE rewards careful alignment of client connectivity and effective policy behavior
Worth a look whenFortinet-oriented teams with managed endpoints and an explicit private-application connectivity design.
Cato Networks
Access security within a converged SASE platformCloud access policy needs clear connectivity conditions and carefully measured user impact
Worth a look whenTeams evaluating client-based web and private access with explicit posture and connectivity rules.
Check Point
Internet and private access securityCurrent service identity and agent onboarding should precede the SASE feature checklist
Worth a look whenTeams evaluating a current Check Point SASE tenant with managed endpoint and application owners.
OT / CPS / 8 PROFILES
Identify important devices and suspicious activity so engineering and security teams can agree on a safe response.
Dragos
Industrial visibility and threat detectionIndustrial investigation deserves process context and an explicit response operating model
Worth a look whenIndustrial organizations with named site owners and a joint engineering/security investigation process.
Nozomi Networks
Industrial visibility and threat detectionLocal sensor evidence gains depth when historical snapshots are deliberately preserved
Worth a look whenSite teams needing local industrial asset investigation and reviewable historical changes.
Claroty
Industrial visibility and threat detectionMultiple discovery methods help when their provenance and operational approval remain visible
Worth a look whenIndustrial teams needing on-premises visibility with approved complementary discovery methods.
Armis
OT and IoT asset context and monitoringAsset context is valuable when collection provenance and enforcement responsibilities stay explicit
Worth a look whenTeams reconciling industrial asset context with enterprise inventory, risk and response workflows.
Tenable
Industrial visibility and exposure monitoringController context and policy events matter more than a generic exposure count
Worth a look whenIndustrial security teams investigating supported controller changes and translating exposure context into engineering work.
Microsoft
Industrial network monitoringIndustrial monitoring needs a current management design that respects disconnected sites
Worth a look whenIndustrial organizations with a defined OT sensor topology and Microsoft-oriented investigation integration.
Fortinet
Network detection for industrial environmentsLocal OT network detection still needs an independently verified response handoff
Worth a look whenIndustrial teams evaluating local NDR with explicitly scoped Fortinet response integrations.
Cisco
Industrial network visibility and securityEmbedded industrial sensors are compelling when the real hardware supports the design
Worth a look whenIndustrial organizations with supported Cisco network equipment and joint network/security ownership.
NDR / 8 PROFILES
Reconstruct a suspicious network sequence and connect it to the systems, identities and actions that need investigation.
Vectra AI
Commercial network detection and investigationEntity prioritization is useful when triage decisions stay narrow and reviewable
Worth a look whenSOCs wanting entity-oriented network investigations with a disciplined known-behavior triage process.
ExtraHop
Commercial network detection and investigationNetwork detections become more useful when the underlying evidence is actually retained
Worth a look whenSOCs needing network detection investigations connected to configured transaction and packet evidence.
Corelight
Commercial network detection and investigationInvestigator earns trust when every narrative can be followed back to network evidence
Worth a look whenEvidence-oriented SOCs that can validate structured network records and want an operated investigation interface.
Darktrace
Commercial network detection and responseBehavioral network context needs business interpretation and carefully governed response
Worth a look whenTeams evaluating behavioral network investigations and explicitly governed response integrations.
Cisco
Commercial flow-based network detectionFlow evidence is powerful when exporters and investigative limits are understood
Worth a look whenNetworks with suitable flow-export infrastructure and analysts comfortable combining metadata with other evidence.
Fortinet
Commercial network detection and responseChoose Cloud or on premises first and prove the response integration separately
Worth a look whenTeams evaluating a defined NDR deployment with explicit network and response ownership.
Arista Networks
Commercial network detection and investigationEntity relationships sharpen investigations only when their attribution survives scrutiny
Worth a look whenSOCs evaluating entity and relationship investigations with a well-defined network collection design.
Zeek Project
Open-source network telemetry engineZeek provides inspectable network records and makes the operating responsibility explicit
Worth a look whenTechnical teams building network evidence pipelines, custom analysis or practical investigation skills.
RECOVERY / 8 PROFILES
Restore trustworthy business services from a suitable recovery point even when production administration has been compromised.
Rubrik
Enterprise backup and recoveryPolicy simplicity is valuable only when retained copies support a tested recovery plan
Worth a look whenEnterprise teams organizing supported backup workloads around consistent policies and rehearsed vSphere recovery.
Cohesity
Enterprise backup and recoveryKeep the selected DataProtect architecture distinct from the expanding recovery portfolio
Worth a look whenEnterprise teams evaluating self-managed backup protection with separately scoped vault or cloud services.
Veeam
Enterprise backup and recoveryFlexible recovery infrastructure earns its value through rehearsed application restoration
Worth a look whenInfrastructure teams with supported virtual or physical workloads and named owners for storage, backup and recovery testing.
Commvault
Enterprise backup and recoveryCleanroom recovery becomes useful when workloads, control plane and runbooks are ready
Worth a look whenEnterprises preparing supported backup workloads and an explicitly provisioned cleanroom recovery workflow.
Dell Technologies
Isolated vaultingVault isolation is an operational state machine with a separate restoration responsibility
Worth a look whenOrganizations designing a distinct recovery vault around supported PowerProtect Data Domain infrastructure.
Druva
Cloud and SaaS recoveryCloud recovery workflows need workload specific evidence and region specific availability
Worth a look whenTeams evaluating SaaS protection and cyber recovery for explicitly supported workloads and regions.
Acronis
Cloud and SaaS recoveryIntegrated protection is useful when the recovery limits stay visible to the customer
Worth a look whenService-provider or IT teams protecting supported workloads with clearly documented recovery responsibilities.
HYCU
Cloud and SaaS recoveryApplication recovery depth matters more than the total number of advertised connectors
Worth a look whenTeams protecting explicitly selected cloud or SaaS applications with object-level recovery requirements.
AI / AGENTS / 24 PROFILES
Give an AI application a bounded task and verify that its model, credentials, tools and runtime controls preserve those boundaries.
Cisco
Agent security testing and validationConnect adversarial validation to a clearly defined runtime enforcement path
Worth a look whenApplication-security teams owning identifiable AI applications, test endpoints and production traffic paths.
Palo Alto Networks
Model supply-chain securityModel artifact security needs a release gate distinct from runtime agent control
Worth a look whenAI platform teams managing internal or third-party model artifacts through a controlled delivery pipeline.
Check Point
AI interaction and data protectionAn inspection API becomes a control only through the application enforcement decision
Worth a look whenApplication teams able to insert and operate an explicit content-inspection and enforcement step.
Microsoft
AI interaction and data protectionPrompt Shields supplies useful signals while the application retains the enforcement responsibility
Worth a look whenAzure application teams integrating specific content-analysis and prompt/document attack checks.
Amazon Web Services
Agent tool and execution controlsGateway authorization can bound agent actions when every relevant call crosses it
Worth a look whenAWS teams routing supported agent tools through AgentCore Gateway with explicit authorization requirements.
Google Cloud
AI interaction and data protectionTemplate based screening needs an explicit integration mode and content boundary
Worth a look whenGoogle Cloud teams applying documented screening templates through a supported application or service integration.
NVIDIA
AI interaction and data protectionProgrammable rails provide control points while leaving system design with the developer
Worth a look whenDevelopers implementing custom application guardrails with ownership of code, models and production operations.
HiddenLayer
Agent security testing and validationAdversarial assessment earns value through reproducible failures and meaningful retesting
Worth a look whenAI security teams testing a defined application or agent workflow with safe reproducible adversarial cases.
Bay Security
Agent tool and execution controlsEndpoint action control is an intriguing claim that needs a demanding live demonstration
Worth a look whenTeams investigating endpoint-level agent action controls and willing to validate deployment mechanics directly.
CrowdStrike
Agent detection, response and recoveryEndpoint runtime context is valuable when shipped controls are separated from roadmap
Worth a look whenFalcon-oriented teams evaluating currently available endpoint agent visibility and runtime controls.
Zscaler
Agent tool and execution controlsAgent gateway policy is meaningful only when identity and mediation are complete
Worth a look whenTeams ready to route supported agent-to-tool or agent-to-agent communication through an explicit gateway.
Zenity
Agent discovery and security postureAgent posture earns value through accurate connectors and an owned remediation loop
Worth a look whenEnterprise teams establishing agent inventory, ownership and permission posture across supported connected environments.
Noma Security
Agent discovery and security postureAI posture and open enforcement need separate evidence before becoming one control story
Worth a look whenTeams mapping AI assets and posture with willingness to engineer explicitly selected enforcement integrations.
WitnessAI
Agent tool and execution controlsAgent interaction visibility becomes governance through a proven supported enforcement path
Worth a look whenTeams able to route or integrate supported agent interactions and verify identity/context attribution.
SentinelOne
Agent discovery and security postureAgent and MCP governance needs its own deployment distinct from employee AI controls
Worth a look whenTeams evaluating a supported agent/MCP governance path with clear application and SOC ownership.
Oasis Security
Agent identity and access securityAgent identity posture becomes protection through verified permission and lifecycle changes
Worth a look whenIdentity teams governing agent-associated service accounts, OAuth grants and other supported non-human access.
Snyk
Agent tool and execution controlsMCP server governance is a concrete first control with clearly stated limits
Worth a look whenDeveloper-security teams governing MCP server use across explicitly supported coding agents.
Rubrik
Agent detection, response and recoveryAgent observability and recovery need a preserved state and a supported undo path
Worth a look whenTeams connecting supported agent observations with governance and recoverable enterprise data systems.
Proofpoint
Agent detection, response and recoveryIntent based agent findings demand a full trace and independently verified enforcement
Worth a look whenTeams investigating multistep agent behavior with an explicit task boundary and observable tool outcomes.
Lasso Security
Agent discovery and security postureAgent graphs should lead to specific engineering fixes and verified permission reductions
Worth a look whenTeams reviewing supported agent architectures and translating configuration findings into developer remediation.
Netskope
AI interaction and data protectionLocalized model traffic inspection needs a complete route and an independently protected tool layer
Worth a look whenAI platform teams governing supported application-to-model API traffic in a defined private deployment.
Okta
Agent identity and access securityManaged agent identities need supported resource connections and verified lifecycle outcomes
Worth a look whenIdentity teams adopting the documented Okta agent model for supported applications and connected resources.
OpenAI
Agent security testing and validationTrace aware agent tests are valuable when failures become reproducible regressions
Worth a look whenDeveloper and security teams able to instrument an application and maintain versioned adversarial/regression tests.
Cisco
Agent identity and access securityExisting customers need a supported transition while new buyers need current Cisco scope
Worth a look whenExisting Astrix customers reviewing agent/NHI governance, support continuity and transition planning.
An editorial selection of product-scoped offerings, rather than a count of companies or a market ranking. Atlas Fold separately presents scoped documentation assessments and their reasoning.
