What is risk analysis?

Risk analysis is the systematic process of identifying, quantifying, and prioritizing uncertainties that could affect operations, enabling informed decisions under uncertainty.

Three Core Questions

Risk analysis answers: what can go wrong, how likely is it, and what is the impact if it does. It moves decisions from intuition to evidence.

Key Steps

Hazard identification — what could fail or degrade
Probability estimation — how likely each scenario is
Impact quantification — cost, downtime, safety consequences
Risk prioritization — ranking by likelihood times impact
Mitigation planning — reducing probability, impact, or both

VLTHRLAB's Application

VLTHRLAB embeds risk analysis into its decision systems. DLTHR (Decision Layer for High-Risk) is built around quantifying and reducing operational risk in complex environments.

Evidence

VERIFIED

DLTHR framework designed for high-risk operational environments
Source: vlthrlab.app/research/dlthr.html