Derive is the cybersecurity risk and operations platform that helps teams quantify risk, prioritize actions, and prove impact. It replaces traditional GRC platforms with a real-time, financially grounded decision system.
Most cyber risk tools stop at modeling. Traditional GRC platforms stop at compliance tracking. Derive unifies both – and goes further.
Built on our Peer Risk Benchmarks, the most comprehensive real-world cyber loss dataset available, Derive transforms 100,000+ verified cyber incident cases into live financial models. Every risk scenario is expressed in dollars, not scores. Every control is evaluated by measurable loss reduction. Every task is ranked by risk reduction per dollar spent.
What makes Derive award-worthy in Cyber Risk Quantification Management:
● Quantified risk modeling at the core – not a bolt-on feature
● 1M+ cyber risk simulations run in every model
● Bayesian-based methodology to model loss magnitude and frequency
● Patent-pending system (US 2024/0370569 A1) for interactive probability modeling
● Peer benchmarking against real-world loss data
● Continuous risk updates as operations occur
With the launch of Derive 3.0, the platform expanded beyond modeling into Governance and Operations – directly connecting quantified risk to daily cybersecurity workflows such as user access reviews, third-party risk, AI risk, and incident response.
The result is not just quantified cyber risk, but continuous cyber risk reduction.
Cybersecurity teams use Derive to:
● Know exactly what to prioritize
● Benchmark risk against real-world peers
● Track and reduce risk in real time
● Justify cybersecurity investment ROI in dollars
One customer used Derive to justify a 28 percent cybersecurity budget increase based on modeled loss reduction.
In a market crowded with scorecards, spreadsheets, and static GRC tools, Derive delivers financial clarity, operational prioritization, and measurable impact – all in one living system.
