Post-breach, built a 20-person SOC powered by UEBA and automated response; reduced dwell time from 180 to under 4 days for a global logistics giant
A Fortune 500 logistics company suffered a devastating supply-chain ransomware attack that encrypted 40% of its global fleet-tracking systems. Mean dwell time was 180+ days, and the board demanded a world-class security operations capability within nine months.
StartDate Consulting designed and delivered an AI-first Security Operations Center from the ground up. The core was a User and Entity Behavior Analytics (UEBA) platform combining unsupervised deep learning (autoencoders + transformers) with supervised threat models trained on 24 months of the client’s logs, Active Directory, and endpoint telemetry. The system baselines “normal” behavior for 68,000 users and 120,000 IoT devices, then scores every event in real time.
When anomalies exceed risk thresholds, an AI orchestration engine (built on SOAR + reinforcement learning) automatically contains threats—isolating endpoints, disabling accounts, and triggering forensic snapshots—while generating natural-language incident summaries for analysts. We recruited, vetted, and onboarded a 20-person global SOC team in parallel.
Results within the first year:
• Mean dwell time collapsed from 180+ days to under 4 days
• 94% of phishing and credential-theft attempts auto-blocked before analyst review
• Annual insurance premiums reduced by $7.3 million due to demonstrable risk reduction
• The client is now marketing “Cyber-Resilient Logistics” as a premium service tier