Inventory Accuracy Improvement

• Without Ai: Value Stream Mapping is created manually through workshops, interviews, and hand-timed observations. Data is often incomplete, subjective, and quickly outdated. Mapping sessions take significant time, and updates require repeating the effort. Bottlenecks, rework loops, and handoff delays can be missed due to limited visibility..

• With Ai: AI accelerates Value Stream Mapping by ingesting operational data from ERP/MES/WMS, logs, and timestamps to build and refresh maps continuously. It highlights bottlenecks, queues, rework loops, and variability with measurable impact. Teams get faster current-state accuracy, real-time insights, and clearer priorities for targeted improvements.