Risk Remediation
The remediation problem
Why vulnerabilities stay open
Security teams are operating under conditions that make success nearly impossible. These are the security challenges that keep attack surfaces exposed across endpoints and cloud
| Category | Description |
|---|---|
| Increase in vulnerabilities every year | The average enterprise discovers thousands of new CVEs per quarter. With no intelligent prioritization, every CVE competes equally for attention, and most get ignored by default. |
| IT Operations & Security gap | Security raises the ticket. IT ops remediate it. But ticket handoff without automated remediation stretches SLAs from days into weeks. MTTR averages 60+ days. |
| Severity without context | CVSS scores a vulnerability in isolation. A CVSS 9.8 on a developer's laptop is not the same risk as a CVSS 6.5 on a payment server with active exploit code in the wild. |
| Too many tools | One tool for detection, risk in a spreadsheet, patching in another. No single source of truth means no integration, tickets keep waiting, context is lost, and remediation does not happen. |
| Poor cloud coverage | Managing cloud risks requires coverage across the full cloud stack. Workload protection, posture baselines, identity and entitlement risk, anomaly exposures, attack surface visibility, and risk remediation all need to work together. Without that, cloud security is incomplete by design. |
| No continuous compliance | Passing a quarterly scan is not security. Teams respond reactively to periodic compliance audits. These audits cannot fully reveal exposures, and those exposures persist, undetected and unaddressed. |
Three Layered Solution Stack
| Capability | Description |
|---|---|
| Continuous Asset Discovery | Every endpoint, server, VM, container, and cloud resource is discovered automatically. No asset is invisible. Coverage updates happen continuously. |
| Daily Vulnerability Scan | Full vulnerability assessment across endpoints and cloud. Coverage includes 200,000+ CVE and non-CVE findings, including missing patches, outdated software, and exposed services. |
| Cloud Misconfiguration Detection | Real-time scanning of AWS, Azure, and GCP workloads for misconfigurations, exposed storage, insecure network policies, and compliance violations. |
| SSVC Risk Prioritization | Every finding is scored on exploitability, automation potential, asset criticality, and mission impact. Four clear action decisions replace unwanted scores. |
| Risk contextualization | Live exploit data, CISA KEV, enhanced EPSS, ML risk categorization algorithms, and threat actor TTPs are merged into every risk calculation. The system knows what is actively weaponized right now. |
| MITRE ATT&CK Mapping | Each vulnerability is mapped to specific attacker techniques it enables. You are not just closing a CVE, you are preventing an attack. |
| Automated Patch Deployment | Patches are deployed, tested, and confirmed across operating systems and third-party applications, with rollback in case of failure. |
| Cloud Configuration Enforcement | Misconfigurations are corrected automatically. IAM entitlements are governed. Drift from a secure state triggers immediate corrections. |
| Continuous Compliance Verification | Post-remediation scans confirm closure. Audit reports are auto-generated for PCI-DSS, NIST, ISO 27001, HIPAA, RBI, and SEBI. |
Unified Security Intelligence
Every other tool tells you what's vulnerable.
Risk Remediation solution tells you what to do about it and then does it. The unified security intelligence layer combines attack information, ML-based exploit prediction, SSVC decision logic, and MITRE-mapped remediation that transforms raw CVE data into prioritized remediation actions.
This is not incremental improvement. It is a different operating model entirely.
Solution Capabilities
For Endpoints
| Capability | Description |
|---|---|
| Vulnerability Management | Continuous agent-based scanning across Windows, Linux, and macOS. Daily scans surface missing patches, outdated software, and exposed services against 200,000+ CVE and non-CVE checks. Integrated with PM for instant patch-and-verify. |
| Compliance Management | Benchmarks endpoints against CIS, DISA STIG, and custom baselines. Detects configuration drift the moment it occurs and triggers automated correction. Covers OS settings, application configs, user permissions, and security controls. |
| Risk Prioritization | ML algorithms fuse EPSS, CISA KEV, threat actor telemetry, and asset criticality to generate ACT / ATTEND / TRACK* / TRACK decisions for every endpoint vulnerability. |
| Patch Management | Fully automated patch deployment for OS and 600+ third-party applications. Patches are tested, deployed to the fleet, and verified closed with rollback on failure. Pre-approved patch policies eliminate approval time for vulnerabilities that must be remediated now. |
| Asset Exposure | Discovers endpoint assets including unmanaged and shadow IT, maps external-facing exposure, and tracks attack surface changes over time. Integrates with Risk Prioritization to amplify risk score for exposed assets and trigger prioritized remediation. |
| Endpoint management | Continuously monitors more than 100 endpoint health controls. Configures security settings and manages software licenses. Automates security control activities across Windows, macOS, and Linux. Deploys software, monitors system health, and blocks malicious applications to evade threats. |
For Cloud
| Capability | Description |
|---|---|
| Cloud Workload Protection Platform | Agentless and agent-based scanning across VMs, containers, and serverless workloads on GCP, AWS, and Azure. 200,000+ vulnerability checks including runtime parameters, software versions, and configurations across multi-cloud environments. |
| Cloud Security Posture Management | 1,000+ benchmark-aligned posture checks across IAM, compute, storage, network, and monitoring in GCP, AWS, and Azure. Continuous validation against NIST, PCI-DSS, HIPAA, CIS, and SOC 2. Misconfigurations are flagged with region and account context. |
| Cloud Security Risk Prioritization | World's first SSVC-driven prioritization for cloud environments. A decision tree classifies every cloud finding - misconfigurations, workload vulnerabilities, and identity risks - into Act, Attend, Track*, or Track, aligned to exploitability and mission impact for cloud-specific assets. |
| Cloud Security Remediation Management | Guided remediation workflows for cloud misconfigurations, workload patches, and IAM corrections. |
| Cloud asset exposure | Continuously discovers and maps every internet-facing cloud asset across accounts, regions, and services, giving security teams a real-time view of their external attack surface. It identifies exposed ports, unprotected workloads, misconfigured access policies, and forgotten assets. |