EHEdith Herouxintechnicalaime.hashnode.dev·May 13 · 6 min readAI in Automotive Systems: Real-World Implementation ResultsWhen a leading automotive OEM embarked on integrating advanced AI capabilities across their vehicle lineup, the initiative faced skepticism from engineering teams steeped in traditional automotive development practices. Three years later, the measura...00
EHEdith Herouxintechnicalaime.hashnode.dev·May 11 · 6 min readAI Cyber Defense in Action: A SOC Transformation Case StudyWhen a global financial services firm faced escalating security incidents and crippling alert fatigue, their Security Operations Center was drowning in over 15,000 daily alerts while missing sophisticated attacks that evaded signature-based detection...00
EHEdith Herouxintechnicalaime.hashnode.dev·May 11 · 7 min readAI in Cyber Defense: Real-World Case Study with Measurable Security ImprovementsAbstract promises of AI-powered security often fail to convince security leaders who have weathered countless vendor pitches claiming revolutionary capabilities. What moves organizations from skepticism to investment are concrete examples demonstrati...00
EHEdith Herouxintechnicalaime.hashnode.dev·May 8 · 5 min readAI-Driven Cyber Defense Success: Real-World Impact and ROIWhile the theoretical benefits of AI-powered security capabilities are well-documented, security leaders evaluating these technologies demand concrete evidence of real-world impact. Measuring the return on investment from AI-Driven Cyber Defense impl...00
EHEdith Herouxintechnicalaime.hashnode.dev·May 8 · 7 min readGenerative AI Automation Case Study: Reducing SOC Alert Fatigue by 68%In January 2025, our Security Operations Center faced a crisis. Despite operating 24/7 with a team of 18 analysts and investing $2.3M annually in SIEM, EDR, and threat intelligence platforms, we were failing. Mean Time to Detect (MTTD) had climbed to...00
