Unified Security Risk Scoring
TL;DR
Security dashboard for IT admins at SMBs (10–500 employees) that consolidates antivirus/EDR/patch manager scan data into a single 0–1000 risk score per machine and flags only critical gaps with step-by-step remediation guides so they can cut vulnerability response time from 48+ hours to under 2 hours and auto-generate compliance audit logs
Target Audience
DevOps and security engineers in mid-to-large enterprises managing hybrid infrastructures
The Problem
Problem Context
Teams responsible for security must scan multiple machines for vulnerabilities, but they use separate tools for antivirus, patch management, and network monitoring. This creates gaps in coverage, false positives, and manual work to correlate results. Without a unified view, they can’t trust their security posture.
Pain Points
They waste hours manually cross-referencing scan results from different tools. False positives waste time investigating non-issues, while real vulnerabilities slip through. When a breach occurs, they can’t prove they followed best practices because their records are scattered.
Impact
Downtime from breaches costs thousands per hour. Compliance fines add up if vulnerabilities aren’t documented. Teams burn out from context-switching between tools, and leaders lose trust in their security team’s effectiveness.
Urgency
A single undetected vulnerability can lead to a breach that costs more than the team’s annual budget. Regulators and auditors demand proof of continuous monitoring, which manual processes can’t provide. Competitors with better security postures gain an edge.
Target Audience
IT administrators at small-to-mid-sized businesses, managed service providers (MSPs), and security analysts in non-tech companies. These teams lack the budget for enterprise-grade SIEM tools but still need visibility into their security gaps.
Proposed AI Solution
Solution Approach
A cloud-based dashboard that pulls scan data from existing security tools (antivirus, EDR, patch managers) and assigns a single, easy-to-understand risk score to each machine. It highlights only the most critical gaps and provides step-by-step remediation guides. Alerts notify teams when new vulnerabilities are detected or when scores worsen.
Key Features
- , so teams instantly see which machines need attention.
- Automated Alerts: Notifies via email/Slack when a machine’s score drops or a critical vulnerability is found.
- Remediation Guides: Provides clear, vendor-agnostic steps to fix issues (e.g., ‘Run Windows Update for KB123456’).
- Audit Logs: Tracks all scans and changes for compliance reporting.
User Experience
Teams log in to the dashboard and see a list of machines with their risk scores. Red scores indicate urgent issues; yellow means monitoring is needed. Clicking a machine shows detailed vulnerabilities and remediation steps. Alerts arrive in their inbox or Slack when something changes, so they don’t have to remember to check manually.
Differentiation
Unlike free tools (e.g., Nessus, OpenVAS), this aggregates existing tools instead of requiring new scans. Unlike enterprise SIEMs, it’s affordable and doesn’t need admin rights. The proprietary risk scoring model reduces false positives by weighting vulnerabilities based on real-world exploit data.
Scalability
Starts with 3 major tool integrations (e.g., Windows Defender, CrowdStrike, Sophos). Adds more integrations over time. Pricing scales with the number of machines/seats, so growing teams pay more as their needs expand. API access allows custom integrations for advanced users.
Expected Impact
Teams save 10+ hours/week by eliminating manual cross-referencing. They reduce breach risk by catching gaps earlier. Compliance reports are generated automatically, and leaders gain confidence in their security posture. The cost is justified by the avoided downtime and fines.