Supply Chain OS
Rubel App
AI-Assisted Operations
94%On-Time
<2hRe-plan Time
Production Schedule
AssemblyQA
ORDER-892
Assembly
QA
ORDER-893
Assembly
QA
ORDER-894
Urgent
"Rubel App is an AI-assisted operational scheduling system designed for production-critical environments where human labor, deadlines, and business risk are tightly coupled."
Operational Architecture
- 01Replaced a manual, single-point-of-failure scheduling process with an observable and resilient decision system
- 02Formalized scattered tribal knowledge into explicit operational models before introducing any automation
- 03Designed constraint-based scheduling under strict real-world limits (deadlines, transport schedules, skills, availability)
- 04Introduced decision augmentation first, with a clear and safe path toward progressive automation
- 05Built continuous replanning to handle real-time disruptions (urgent orders, sick leave, priority changes)
- 06Implemented failsafes (e.g. emergency capacity roles) to absorb operational shocks
- 07Kept humans in the loop through dashboards, transparency, and manual override capabilities
- 08Stabilized operations and reduced the risk of late orders and client loss in a high-stakes luxury supply chain
Rubel App shows how AI can be introduced into core operations to clarify, stabilize, and optimize decision-making without destabilizing existing systems.