Enterprise Intelligence

Machines received IoT sensors, predictive maintenance dashboards lit up, and cycle time reporting improved — but enterprise anatomy linking production, quality, supply chain, and service was never built.

Tape-out cycles shortened, design revisions flowed faster, and release milestones were hit — yet the enterprise structure linking R&D, supply chain, fabrication, quality, and customer delivery was never modeled.

Shop-floor supervisors could see production metrics in real time, downtime alerts were faster, and throughput reporting improved — yet the enterprise structure linking design, supply chain, production, quality, and customer delivery was never modeled.

A common pattern: shipping fast and calling it architecture. Quarterly launches dazzled, but dependencies, warranty flows, and service networks weren’t modeled as an enterprise.