Quantifies the 30x cost delta between pre-production and post-production remediation while providing a ROI model for 'Return on Mitigation' (RoM).
Fixing security vulnerabilities in development is 30 times cheaper than fixing them in production, with pre-production flaws remediated for as little as $50 compared to $1,500 for post-production flaws. Using a 'Return on Mitigation' (RoM) framework, the total financial impact of catching a single high-severity vulnerability during development is estimated at $151,325—combining the $1,450 in operational labor savings with the $149,875 in mitigated loss based on average breach costs and exploit probabilities. The study highlights that developers currently spend 13.5 hours per week (nearly 35% of their time) dealing with technical debt, making early intervention during the pull request phase—where developers already catch 3.4-4.7 defects per 1,000 LOC—a critical opportunity for non-invasive security automation.
Fixing vulnerabilities discovered in production is roughly 30 times more expensive than finding and fixing them during development.
Risk Guard identifies flaws but doesn't calculate the 'Estimated Remediation Cost' if the flaw reaches production vs being caught now.
Risk Guard would be better if it quantified the 'Shift-Left Savings' achieved for every vulnerability identified and remediated before merge.