Palo Alto Prisma Cloud vs Wiz: CNAPP Comparison for 2026
The CNAPP market has consolidated rapidly around two platforms: Palo Alto Prisma Cloud, the incumbent with the broadest feature set and deepest enterprise integrations, and Wiz, the challenger that disrupted the market with agentless scanning, a graph-based risk model, and developer-friendly experience. Both are now enterprise-grade platforms with comprehensive capabilities across posture management, workload protection, and identity risk. The decision between them has become one of the most consequential cloud security platform choices for enterprise security teams in 2026.
This comparison covers seven dimensions that enterprise buyers consistently identify as decision criteria: deployment architecture, cloud security posture management capabilities, runtime workload protection, identity and entitlement management, container and Kubernetes security, pricing and operational complexity, and the scenarios where each platform provides clearly superior value. The goal is to give cloud security practitioners the factual basis to make the right decision for their specific environment and organizational maturity rather than relying on analyst positioning or vendor marketing.
Architecture: Agentless Wiz vs Feature-Complete Prisma Cloud
Wiz's architectural foundation is cloud API-based scanning without agents. When a new cloud account is connected to Wiz, the platform creates a read-only role in the target account, then accesses cloud provider APIs to read configuration data, and snapshots disk volumes to scan running workloads for vulnerabilities, exposed secrets, and malware without installing any software on the workloads themselves. The agentless approach is what allows Wiz to achieve its claimed 15-minute time-to-first-findings for a newly connected AWS account: there is no software to deploy, no package to install, and no configuration to push to individual resources. This architectural choice has significant operational implications for security teams that have historically spent weeks or months rolling out agent-based security tools.
Prisma Cloud uses a dual architecture. The platform provides agentless scanning through cloud API integration similar to Wiz for posture management and vulnerability assessment. For runtime protection and deeper workload visibility, Prisma Cloud deploys Defenders: lightweight agents running as container sidecar containers, Kubernetes DaemonSets, or OS-level services on VM hosts. The Defenders provide real-time runtime threat detection that the agentless scanning layer cannot: they monitor process creation, network connections, file system changes, and system calls on running workloads and generate alerts when observed behavior matches known attack patterns. The dual approach provides both the ease of agentless scanning for broad coverage and the depth of agent-based runtime protection for workloads where real-time threat detection is required.
The trade-off between the two architectures comes down to a fundamental question: is posture management (identifying risks before they are exploited) sufficient, or is runtime protection (detecting exploits as they happen) also required? Wiz's agentless model is excellent at finding misconfigurations, vulnerabilities, exposed secrets, and over-privileged identities before attackers exploit them. Prisma Cloud's Defenders are excellent at detecting when a workload is under active attack. Organizations with a mature vulnerability and posture management program that addresses findings before exploitation may find Wiz's agentless approach sufficient. Organizations that operate in high-threat environments where exploitation of unknown vulnerabilities is a realistic risk need runtime threat detection to catch attacks that bypass the preventive layer.
Wiz's Security Graph underpins all findings in the platform. The graph models every cloud resource, identity, network path, and vulnerability as interconnected nodes and traverses the graph to identify attack paths that represent actual risk rather than isolated findings. The contextual risk scoring this enables is considered by many practitioners to be the most significant innovation in CSPM since the category emerged. Prisma Cloud's unified data model achieves similar correlation but through a more traditional policy-and-alert architecture rather than a graph database approach. The practical difference is that Wiz's attack path findings tend to be more immediately actionable because they explain the specific chain of conditions that create the risk, while Prisma Cloud's findings require more analyst interpretation to understand the combined impact of related individual findings.
CSPM: Misconfiguration Detection and Compliance
Both platforms cover the major compliance frameworks that enterprise and regulated-industry buyers require: CIS Benchmarks for AWS, Azure, and GCP; SOC 2; PCI DSS; HIPAA; NIST SP 800-53; ISO 27001; and FedRAMP. The coverage difference is in depth rather than breadth for most organizations. Prisma Cloud has a particularly strong library for government and regulated industry frameworks, with over 1,000 out-of-the-box policies and documented support for FedRAMP Moderate and High, CMMC (Cybersecurity Maturity Model Certification), ITAR, and other defense and government frameworks. For organizations with formal government compliance certification requirements, Prisma Cloud's compliance library is the more complete offering and is backed by Palo Alto's FedRAMP-authorized product certifications.
Wiz's CSPM approach centers on reducing alert noise through contextual risk prioritization. A traditional CSPM scan of a large AWS environment commonly generates thousands of findings, the majority of which represent configuration drift that carries minimal actual risk because the affected resources are not network-accessible, not holding sensitive data, and not reachable through any identity with meaningful permissions. Wiz's Security Graph correlates each finding with network exposure, data sensitivity classification, and identity permissions to calculate an effective risk score. The result is a prioritized list of findings that represent actual attack paths rather than a comprehensive list of every configuration deviation from a benchmark. This approach directly addresses the operational complaint that CSPM tools generate too many findings for security teams to action meaningfully.
Auto-remediation is an area where both platforms provide capability but implementation differences matter. Prisma Cloud's automated remediation can execute corrective actions through cloud provider APIs for a subset of findings, such as removing a public access block from a storage bucket or closing an overly permissive security group rule. The remediation capability is mature but requires careful configuration of approval workflows and scope limitations to prevent automated changes from breaking legitimate configurations. Wiz provides guided remediation with specific remediation steps for each finding, integration with ticketing systems for remediation workflow tracking, and a newer automated remediation capability that is less mature than Prisma Cloud's. For organizations where auto-remediation is a priority requirement, Prisma Cloud has a more developed implementation.
Multi-cloud coverage is strong in both platforms, but Prisma Cloud has broader provider support. Both platforms cover AWS, Azure, and GCP comprehensively as primary cloud providers. Prisma Cloud additionally supports Alibaba Cloud and Oracle Cloud Infrastructure with policy libraries, while Wiz's coverage of these secondary providers is less complete. For organizations with material workloads on Alibaba Cloud or OCI, this coverage difference is relevant to the evaluation.
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CWPP: Runtime Workload Protection and Threat Detection
Runtime workload protection is the dimension where Prisma Cloud and Wiz diverge most significantly, and it is the area where the maturity gap between an established agent-based platform and a newer eBPF-based runtime approach is most apparent. Prisma Cloud Defenders have been deployed in production environments at enterprise scale for several years, with a policy framework, detection library, and incident investigation workflow that reflects real-world feedback from large-scale deployments. The Defenders monitor process execution, network connections, file system changes, container escape attempts, cryptomining activity, and exploit patterns in real time, generating alerts that are correlated with the posture findings from the agentless scanning layer.
Wiz Defend, launched in 2023, provides eBPF-based runtime threat detection for Linux workloads including VMs, containers, and Kubernetes pods. The eBPF approach has architectural advantages: it does not require kernel module modifications and has lower performance overhead than traditional agent approaches. However, WizDefend is newer and has not yet accumulated the production validation at enterprise scale that Prisma Cloud's Defenders have. For organizations evaluating runtime threat detection specifically, the question of production maturity at scale is relevant: a detection capability that works well in test environments may behave differently when deployed across thousands of production workloads with diverse application behaviors and configurations.
For serverless workloads on AWS Lambda, Azure Functions, and Google Cloud Functions, runtime protection is architecturally challenging for both platforms. Prisma Cloud provides the Prisma Cloud Serverless Defender for AWS Lambda through a layer-based deployment model, while Wiz's agentless scanning covers serverless function configurations, permissions, and package vulnerabilities through cloud API access without a runtime component. For organizations with significant serverless workloads, the relevant question is whether posture and vulnerability assessment alone is sufficient or whether behavioral runtime detection of serverless function exploitation is required.
Virtual machine threat detection covers a broad range of attack techniques that target cloud VMs: malicious process execution, reverse shells, cryptomining, lateral movement through cloud credentials, and persistence mechanisms. Prisma Cloud's VM Defender detects these through behavioral monitoring and integrates findings with the broader Prisma Cloud data model for correlation with identity and posture findings. Wiz Defend's VM runtime detection is in earlier stages of production deployment compared to container runtime detection. PaaS service protection is primarily posture-based for both platforms: detection of active exploitation of misconfigured PaaS services relies on cloud provider logging and SIEM integration rather than native runtime sensors for both Prisma Cloud and Wiz.
CIEM and Identity Security
Cloud Identity and Entitlement Management (CIEM) has become a central CNAPP capability as the security community has recognized that over-privileged identities and unused permissions represent a major attack surface in cloud environments. Both platforms provide CIEM capabilities that analyze effective permissions across cloud identities, identify unused roles and permissions, and surface over-privileged configurations that violate least-privilege principles. The quality and depth of CIEM analysis has become a key differentiator in CNAPP evaluations.
Wiz's identity security module integrates directly with the Security Graph, which means that identity risk findings are correlated with network exposure, resource sensitivity, and misconfiguration findings to produce combined risk scores. An over-privileged service account that has administrative access to a cloud account but is running on a workload with no network exposure and no known vulnerabilities is a different risk level than the same over-privileged service account running on a workload with an exploitable vulnerability that is reachable from the internet. Wiz's Security Graph makes this distinction automatically, while traditional CIEM tools would flag both with equal severity. The graph-based CIEM approach is considered by many practitioners to be the most effective way to prioritize identity risk findings at scale.
Prisma Cloud's IAM Security module provides similar effective permission analysis and least-privilege recommendations with deeper integration into the Prisma Cloud policy and alert framework. The IAM Security findings feed into the same policy management and remediation workflow as posture findings, and Prisma Cloud provides automated remediation suggestions for IAM findings including suggested replacement policies with minimum required permissions. The integration of IAM Security with Prisma Cloud's compliance framework mapping means that over-privileged identities can be evaluated against specific compliance control requirements for frameworks like CIS, PCI DSS, and FedRAMP.
Secrets detection is a related capability that both platforms provide: scanning for exposed credentials, API keys, database passwords, and other sensitive values embedded in code, configuration files, environment variables, and cloud resource metadata. Both platforms scan cloud storage objects, container images, and infrastructure-as-code files for common secret patterns. Wiz's secrets findings are integrated with the Security Graph to assess whether a discovered secret, if used, would enable privileged access or attack path completion. Prisma Cloud surfaces secrets findings through its Data Security module alongside cloud data classification findings for sensitive data stored in cloud storage services.
Container and Kubernetes Security
Container security is a critical capability for organizations running containerized workloads, and both platforms provide comprehensive coverage across the container lifecycle from build through runtime. Registry scanning is available for Docker Hub, Amazon ECR, Google GCR, Azure ACR, and private registries on both platforms, providing vulnerability assessment of stored images before they are deployed. The scanning coverage for known CVEs is comparable between the platforms, with both integrating with the NVD and commercial vulnerability databases for CVE matching against installed packages.
Kubernetes admission control allows security policies to be enforced at the point where a pod is submitted for scheduling, preventing non-compliant pod specifications from being admitted to the cluster. Prisma Cloud provides a webhook-based admission controller that evaluates pod specifications against configured policies before admission, blocking deployments that violate runtime security policies such as running as root, requesting host network access, or mounting host path directories. Wiz's Kubernetes security primarily operates through configuration assessment of Kubernetes manifests and API objects rather than an inline admission controller, which means it identifies policy violations after the fact through scanning rather than blocking them at admission time.
Infrastructure-as-code scanning provides the shift-left capability for catching container and Kubernetes security issues before deployment. Both platforms scan Terraform configurations, CloudFormation templates, ARM templates, Helm charts, and Kubernetes YAML manifests for misconfigurations and security policy violations as part of CI/CD pipeline integration. The IaC scanning integrations include support for GitHub Actions, Jenkins, GitLab CI, and Azure DevOps through native plugins and API integrations, allowing security findings to be surfaced as pull request comments or pipeline failures before insecure configurations reach production environments.
CI/CD pipeline integration extends beyond IaC scanning to include container image scanning as a pipeline step. Both platforms provide CLI tools and pipeline plugins that can scan container images during the build phase before pushing to a registry, enabling organizations to fail builds that produce images with critical or high severity vulnerabilities. This pre-registry scanning capability, combined with registry scanning after push and admission control at deployment time, provides defense in depth across the container security lifecycle. The quality and speed of the CI/CD integrations are comparable between the platforms, though Wiz has invested heavily in developer experience improvements that make its pipeline integrations particularly well-regarded in developer-led security programs.
Pricing, Deployment, and Operational Overhead
Wiz's pricing model is structured around cloud resources or a percentage of cloud spend, with pricing tiers based on the number of cloud resources (VMs, containers, functions, and storage resources) under management. Enterprise contracts are typically in the $500,000 to $2 million or more range annually for large organizations, depending on cloud footprint size. Wiz is known in the market for relatively transparent pricing conversations compared to many enterprise security vendors, and procurement cycles are generally faster than Prisma Cloud. The all-in cost for a complete Wiz deployment covering CSPM, vulnerability management, CIEM, and data security is contained in a single platform contract rather than accumulated across separately licensed modules.
Prisma Cloud's module-based pricing creates complexity in total cost calculation. CSPM, Compute Security (CWPP), IAM Security (CIEM), Cloud Application Security, and Data Security are all separately licensed, with pricing metrics varying by module: some are priced per cloud resource, some per workload-hour for running VMs, and some per user for identity-related capabilities. Organizations frequently underestimate the total Prisma Cloud cost at the outset of a deployment because initial quotes cover only the modules included in the initial scope, and the full cost of a complete CNAPP deployment across all modules is substantially higher. Working with a Palo Alto reseller to build a comprehensive quote that maps your specific cloud footprint to each module's pricing metric is essential before making a contract commitment.
Deployment complexity is a meaningful operational consideration. Wiz's agentless approach means that a new cloud environment is fully onboarded and generating findings within hours: connect the cloud account, wait for the initial scan to complete, and findings are available in the Wiz console. Prisma Cloud's agentless scanning component is similarly fast to deploy, but enabling the full Defender-based runtime protection across a large environment requires deploying agents to VMs, configuring DaemonSets in Kubernetes clusters, and integrating the admission controller with cluster API servers. At scale, this agent deployment represents a significant operational effort, typically measured in days to weeks for a large enterprise environment.
Ongoing operational overhead reflects the same pattern. Wiz's agentless architecture requires no agent lifecycle management: there are no agent versions to update, no agent health monitoring, and no troubleshooting of agent connectivity issues. Prisma Cloud deployments with Defenders require ongoing agent version management, health monitoring for Defender connectivity, and periodic tuning of runtime policies as applications change. For organizations with large operations teams comfortable with agent management, this overhead is manageable. For lean security teams or DevOps-oriented organizations where agent sprawl is a concern, the operational simplicity of Wiz's agentless model is a meaningful advantage.
Decision Matrix: Which CNAPP Fits Your Use Case
The choice between Prisma Cloud and Wiz is strongly contextual. Understanding which scenarios favor each platform is more useful than a generalized recommendation.
Fast time-to-value with minimal operational overhead
Wiz's agentless scanning delivers findings within hours of connecting a new cloud account without any agent deployment or ongoing agent management. For organizations with limited security operations capacity or DevOps cultures that resist agent proliferation, Wiz delivers the fastest path from procurement to actionable findings.
Maximum runtime threat detection maturity
Prisma Cloud's Defenders agent has years of production validation at enterprise scale for real-time workload threat detection. For organizations in high-threat environments where detecting active exploitation of running workloads is a priority requirement, Prisma Cloud's runtime protection maturity is the more defensible choice.
Government and regulated industries requiring FedRAMP or CMMC
Prisma Cloud has FedRAMP Moderate authorization and broader support for government compliance frameworks including CMMC, ITAR, and IL4. For federal agencies and defense contractors with formal compliance certification requirements, Prisma Cloud is the established platform with documented regulatory authorization.
Organizations already using Palo Alto NGFW or Cortex XDR
Prisma Cloud integrates with the broader Palo Alto security platform including Cortex XDR, Panorama, and XSOAR for shared threat intelligence and coordinated response. For organizations that have already invested in the Palo Alto security platform, Prisma Cloud extends that investment rather than requiring a separate vendor relationship.
Startups and growth-stage companies prioritizing developer experience
Wiz's pricing model, deployment speed, and developer-friendly interface have made it the dominant CNAPP choice in cloud-native and startup environments. The agentless approach aligns with DevOps cultures, and Wiz's CI/CD integrations and IaC scanning capabilities are particularly well-suited to developer-led security programs.
Multi-cloud environments needing contextual risk prioritization
Wiz's Security Graph is widely regarded as the industry benchmark for contextual attack path analysis that combines identity permissions, network exposure, vulnerability data, and sensitive data classification into prioritized risk findings. For organizations overwhelmed by high-volume CSPM alert noise, Wiz's graph-based prioritization delivers a meaningfully smaller and more actionable finding set.
The bottom line
Palo Alto Prisma Cloud and Wiz represent two distinct approaches to the same problem, and both are enterprise-grade platforms capable of providing comprehensive cloud security coverage. The choice comes down to organizational priorities and operational context. Wiz wins on deployment speed, developer experience, and contextual risk prioritization through the Security Graph: for organizations starting a cloud security program or prioritizing fast time-to-value, Wiz delivers a compelling advantage. Prisma Cloud wins on runtime protection maturity, compliance framework depth for regulated and government workloads, and integration with the broader Palo Alto security ecosystem: for enterprises that need the deepest runtime detection capability and are already invested in the Palo Alto platform, Prisma Cloud is the more complete solution.
The worst outcome in this evaluation is choosing either platform based solely on analyst quadrant positioning without mapping the specific capability differences to your organization's actual requirements. An organization with significant runtime threat detection requirements that deploys Wiz in agentless-only mode is accepting a meaningful gap compared to a Prisma Cloud Defender deployment. An organization with limited operational capacity that deploys full Prisma Cloud with Defenders across thousands of workloads is accepting an operational overhead that Wiz's architecture is specifically designed to eliminate.
Frequently asked questions
What is CNAPP and how is it different from CSPM?
CSPM (Cloud Security Posture Management) is a point tool focused specifically on detecting cloud infrastructure misconfigurations and compliance violations: open storage buckets, misconfigured security groups, disabled logging, and similar configuration-layer risks. CNAPP is a platform category that encompasses CSPM as one component alongside Cloud Workload Protection (CWPP for runtime threat detection on VMs, containers, and serverless), Cloud Infrastructure Entitlement Management (CIEM for identity and permission risk analysis), and container and Kubernetes security. The distinction matters because a CSPM tool tells you that a misconfiguration exists, but a CNAPP correlates that misconfiguration with the identity permissions that could exploit it and the network path that exposes it to the internet, calculating a combined risk score that reflects whether the misconfiguration is actually exploitable. Gartner defined CNAPP as a category in 2021 specifically to push the market away from point tool fragmentation toward integrated platforms that can reason about risk holistically. Both Prisma Cloud and Wiz are full CNAPP platforms; standalone CSPM tools from earlier vendors are not.
Is Wiz better than Prisma Cloud?
Wiz is better than Prisma Cloud for specific use cases and worse for others, and the answer depends more on organizational context than on a universal capability ranking. Wiz leads on deployment speed (agentless scanning means results in hours rather than days), developer experience (Wiz's interface is consistently praised for usability), and contextual risk scoring through the Security Graph that combines misconfigurations, network exposure, and identity permissions into prioritized attack path findings. Prisma Cloud leads on runtime workload protection maturity (its Defenders agent has years of production validation that Wiz's newer runtime capability has not yet matched at scale), compliance framework depth (particularly for government frameworks including FedRAMP and CMMC), and integration with the broader Palo Alto security ecosystem. For cloud-native startups and growth-stage companies prioritizing speed and developer adoption, Wiz is the dominant choice. For large enterprises with mature compliance requirements and significant investment in runtime threat detection, Prisma Cloud is more complete. The market reflects this: Wiz dominates in cloud-native environments while Prisma Cloud is more prevalent in regulated industries and organizations already using Palo Alto products.
Does Wiz require agents?
Wiz's foundational architecture is agentless: for cloud infrastructure scanning, Wiz reads disk snapshots, cloud configurations, and API data through cloud provider APIs without installing any software on the scanned workloads. This is Wiz's core architectural differentiator and the reason it can claim 15-minute time-to-first-findings for newly connected AWS accounts. For runtime threat detection (detecting active threats happening on a running workload in real time), Wiz introduced WizDefend, which uses an eBPF-based lightweight agent for workloads where real-time detection is required. This runtime agent is optional and newer than the core agentless scanning capability. Organizations that want only posture management, vulnerability assessment, and secrets detection can operate Wiz entirely without agents. Organizations that need runtime threat detection on specific workloads can deploy the WizDefend agent selectively on those workloads. This hybrid model provides more deployment flexibility than a fully agent-dependent platform, though the agentless-only configuration provides less real-time protection than Prisma Cloud's Defenders in runtime threat detection scenarios.
How much does Prisma Cloud cost?
Palo Alto Prisma Cloud uses module-based licensing where CSPM, CWPP (Compute Security), CIEM (IAM Security), Cloud Application Security, and Data Security are licensed as separate components, typically priced per resource, per workload-hour, or per user depending on the module. Published pricing is not available publicly and varies significantly based on cloud footprint size, negotiated discounts, and which modules are included. Enterprise contracts for large organizations with significant cloud workloads typically range from several hundred thousand to multiple millions of dollars annually. The module-based pricing model is frequently cited by buyers as a source of complexity: understanding the total cost of a complete Prisma Cloud deployment requires mapping your specific resource inventory to each module's pricing metric. Organizations evaluating Prisma Cloud should request a formal quote from a Palo Alto reseller that includes all modules needed for their intended use case, as the all-up cost is often materially higher than initial quotes based on a single module.
What is the difference between CSPM, CWPP, and CIEM?
CSPM (Cloud Security Posture Management) focuses on the configuration layer: identifying misconfigurations in cloud resources such as storage buckets with public access, security groups allowing unrestricted inbound connections, and cloud services with logging disabled. CSPM tools evaluate cloud configurations against security benchmarks and compliance frameworks and generate remediation guidance for findings. CWPP (Cloud Workload Protection Platform) focuses on the runtime layer: detecting active threats on running VMs, containers, and serverless functions through behavioral monitoring, process analysis, network connection monitoring, and file system integrity checks. CWPP tools are agent-based or eBPF-based and provide real-time threat detection for workloads in operation. CIEM (Cloud Infrastructure Entitlement Management) focuses on the identity layer: analyzing which cloud identities (user accounts, service accounts, roles, and policies) have which permissions, identifying over-privileged identities, unused permissions, and combinations of permissions that create attack paths even without a misconfiguration. The value of CNAPP as a category is that it combines all three layers: a misconfiguration by itself may not be exploitable if no identity has the permissions needed to reach the misconfigured resource, but a CNAPP platform can identify the intersection where a misconfigured resource is reachable by an over-privileged identity with a network path exposing it, which is the actual risk that needs remediation.
Which CNAPP is better for Kubernetes security?
Both Prisma Cloud and Wiz provide comprehensive Kubernetes security capabilities, but Prisma Cloud's runtime Kubernetes protection has a longer production track record. Prisma Cloud Defenders deployed as a DaemonSet on Kubernetes nodes provide real-time threat detection for container processes, network connections, and file system changes, along with admission control to enforce security policies at deployment time. The Defenders have been deployed in production Kubernetes environments at enterprise scale for several years, with a mature policy framework for container runtime security. Wiz's Kubernetes security provides registry scanning, Kubernetes configuration assessment, infrastructure-as-code scanning for Helm charts and manifests, and agentless vulnerability assessment for running containers. For Kubernetes runtime threat detection specifically, Wiz Defend provides eBPF-based container runtime monitoring that is newer and less proven at large enterprise scale than Prisma Cloud's Defender approach. For organizations where CI/CD integration, registry scanning, and Kubernetes configuration assessment are the primary requirements, both platforms perform comparably. For organizations that prioritize mature runtime threat detection in Kubernetes production environments, Prisma Cloud's Defenders are the more established solution.
How does Wiz's Security Graph work?
Wiz's Security Graph is a graph database that models cloud environments as interconnected nodes representing cloud resources, identities, network paths, vulnerabilities, exposed secrets, and configuration findings. Rather than generating a separate alert for each individual finding, the Security Graph traverses relationships between findings to identify attack paths: a sequence of connected conditions that would allow an attacker to move from an internet-accessible entry point through a series of misconfigurations, identity permissions, and network paths to reach a sensitive target such as a database containing PII or a cloud management interface. The concept of toxic combinations is central to the Security Graph approach: a single misconfigured storage bucket may not be critical, but the same bucket becomes critical if it also contains a hardcoded cloud credential that grants administrative access to the cloud account. By correlating these findings at the graph level, Wiz generates a much smaller number of high-priority attack path findings compared to the raw misconfiguration alert volume that traditional CSPM tools produce. This approach directly addresses alert fatigue, which is one of the primary operational complaints about first-generation CSPM tools that generated thousands of low-context findings without prioritization.
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