WIP inventory

MRB delays in aerospace manufacturing tie up high-value hardware, disrupt constrained production schedules, and complicate regulatory traceability. Slow dispositions create hidden WIP, re-planning churn, risk of configuration errors, and late discovery of systemic quality issues. Because of strict certification and long asset lifecycles, these delays can propagate into missed delivery slots, expensive out‑of‑sequence work, and increased risk during audits, even when safety is not directly compromised.

Connect 981 enables aerospace scrap reduction by consolidating production, quality, and equipment data into near real-time views, then applying validated AI models to highlight patterns and leading indicators of scrap. Benefits depend heavily on data quality, integration depth, and change control. It does not replace MES/ERP or guarantee compliance, but coexists with existing systems to surface actionable signals earlier.

You limit alert overload by treating alerts as engineered objects with ownership, thresholds, and lifecycle control—not as free notifications. That means designing severity levels, clear suppression rules, and operator-facing views, then validating this in the real plant with data and feedback. In brownfield environments you must respect existing MES/SCADA behavior and introduce changes gradually under change control to avoid new failure modes and distrust.

An MES can detect and contain out-of-tolerance special process runs faster, but it does not remove the need for engineering judgment, quality review, or formal nonconformance workflows. Its real value is in structured detection, traceability, workflow orchestration, and data capture—assuming integrations, recipes, and limits are correctly configured and validated.