How We Help
The legacy approach to exposure management doesn't work in the age of AI-accelerated vulnerabilities. Customers use us to solve these problems:
Prioritization Fatigue
You have thousands of exposures and no clear signal on what to fix first. Without exploit likelihood and environmental context baked into scoring, you'll patch for days but not know if it made a difference.
Blind Spots Everywhere
Your threat intel doesn't know your environment. Industry feeds and CVSS scores reflect what's dangerous in the aggregate. You need a defense that knows YOUR organization inside and out.
Indefensible Risk Posture
You don't have a good answer when the board asks asks "are we covered?" Security leaders need to respond to questions with confidence, not scramble for data. Without a model trained on your own environment, every answer is a guess.
Your data. Your way.
Access our models in multiple ways: via MCP with your agent, using our own agent, via API, or via UI. Your choice.
Model Benefits
Foundation models address targets of opportunity
BENEFITS
+Deploy model in minutes
+Near real-time risk scores
+Unmatched efficiency gains over scanners
+Identify real-time risks
+Decrease false negatives
Radiant models address targeted attacks
BENEFITS
+Model adapts to telemetry & intel controls
+Only accessible by your organization
+Achieve data completeness
+Make real-world contextual decisions
+Provide defensible evidence for regulators
Real-Time Known Exploitation Activity
Remediation Database
Exploit Code Discovery Model
CVE Chatter Link Collection
Malware Hash Database
MCP + AI Agent Chat
Our Dataset
Empirical monitors activity on over 18,000 exploited CVEs—10 times more than the next best model—and offers hourly exploitation evidence and volume, an industry first.
18,000+ Known Exploit Vulnerabilities
Near Real-Time Exploitation Activity
Hourly Telemetry per CVE (going back years)
Millions of Malware Hashes related to CVEs
Over 1,400 OSINT Sources (Open-Source Intelligence)
Observed Exploitation Activity (Past 5 Years)
Compare Model Threshold Performance
Coverage is the proportion of vulnerabilities with known exploitation activity that are prioritized (how many real threats are prioritized). Efficiency is the proportion of all prioritized vulnerabilities with known exploitation activity (how many priorities are real threats).
