Logistics: Cut handling time by 48% in 8 weeks
+48% workflow speed −35% cost to serve 8 weeks to production
Problem
High manual effort managing exceptions across shipments and documents created bottlenecks and inconsistent SLAs.
Approach
Designed task‑specific assistants for exception triage and built vision pipelines for damage detection; instrumented evaluation harnesses for quality gates.
Solution
Deployed on existing cloud with secure data access, dashboards for monitoring, and cost controls.
Results
Handling time reduced 48%, cost to serve down 35%, SLAs stabilized. Next phase expands to proactive exception prevention.