A major client reports a sudden, unexplained increase in damaged goods upon delivery, impacting 15% of their recent shipments. Using a structured problem-solving framework like MECE or 5 Whys, detail your approach to identify the root cause, implement corrective actions, and prevent recurrence, considering potential factors across packaging, handling, and transportation.

MECE Framework: 1. Define Problem: 15% increase in damaged goods for client. 2. Hypothesize Root Causes (Mutually Exclusive, Collectively Exhaustive): a) Packaging integrity (material, sealing, internal support). b) Handling procedures (loading/unloading, warehouse, client site). c) Transportation conditions (carrier, route, vehicle, climate). 3. Data Collection & Analysis: Review incident reports, conduct site visits, analyze shipping manifests, interview personnel, inspect damaged items for damage patterns. 4. Identify Root Cause(s) (5 Whys for each hypothesis). 5. Develop Corrective Actions: Implement targeted solutions for identified root causes (e.g., new packaging, revised handling protocols, carrier audit). 6. Monitor & Prevent Recurrence: Track damage rates, conduct regular audits, establish KPIs, implement training, and continuous improvement loops.

My approach would leverage the MECE framework to systematically address the sudden 15% increase in damaged goods. First, I'd define the problem clearly: a significant rise in damaged deliveries impacting a major client. Next, I'd hypothesize potential root causes across three MECE categories: Packaging (e.g., material failure, inadequate void fill), Handling (e.g., improper loading/unloading, forklift damage), and Transportation (e.g., carrier negligence, route conditions, vehicle issues). For each hypothesis, I'd apply the 5 Whys technique. For instance, if packaging is suspected, 'Why is the packaging failing?' might lead to 'Why is the void fill insufficient?', and so on. Data collection would involve reviewing incident reports, inspecting damaged items for patterns, interviewing warehouse and carrier personnel, and potentially conducting mock shipments. Once the root cause(s) are identified, I'd develop targeted corrective actions, such as implementing new packaging standards, retraining handling teams, or auditing and potentially switching transportation carriers. Finally, I'd establish KPIs and a monitoring system to track damage rates, ensuring the corrective actions are effective and preventing recurrence through continuous process improvement and regular audits.