Developing a Web-Based Management Operating System (MOS) for Real-Time Operational Insights

Project Overview

Developing a Web-Based Management Operating System (MOS) for Real-Time Operational Insights.

Industry

Manufacturing / Enterprise Software

The Client

A large industrial enterprise with operations across multiple sites. The client needed a web-based Management Operating System (MOS) to unify ERP-derived data with structured operational assessments and provide leadership teams with real-time, drill-down insights across safety, cost, throughput, people, and execution.

Challenges Addressed

• No unified platform to view ERP data and operational KPIs together
• Manual assessments and fragmented data delayed decision-making
• Lack of hierarchical drill-down for site, process, and area insights
• Needed scalable data ingestion from large CSVs and near real-time processing
• Required enterprise-grade security, SSO with Microsoft Azure AD, and MFA

Collaboration in Action

Cubet followed an Agile, milestone-based approach, collaborating through bi-weekly demos, user acceptance sessions, and ongoing backlog refinement. The team managed staging builds, version control on GitLab, and handed over the final system to the client’s infrastructure post-deployment.

Technologies Deployed

Frontend: React.js with Tailwind CSS
Backend: Python (FastAPI), async processing with OpenAPI docs
Database: PostgreSQL with TimescaleDB
Storage & Queueing: AWS S3 or MinIO, Node Streams, BullMQ (Redis)
Authentication & Security: Azure SSO (MSAL), RBAC, MFA, audit logging
DevOps & Monitoring: Docker, Kubernetes, NGINX, Prometheus, Grafana
Data Visualizations: Recharts for radar charts, heatmaps, trend lines

Innovative Feature

An enterprise-grade MOS platform with hierarchical KPI drill-down, async ERP data ingestion, and real-time dashboards—all delivered with secure SSO integration and assessment engines configurable by role and operational layer.

Value Delivered

• Reduced manual data processing by 60% through automated CSV ingestion
• Delivered a centralized, real-time view of operations across multiple sites
• Enabled leadership to access KPI trends and insights by hierarchy level
• Built a modular architecture ready for BI tools and ERP extension

User Feedback

Cubet brought clarity to our operations. Their MOS platform connected data silos and gave us decision-making power we never had before.

Conclusion

Cubet successfully delivered a secure, scalable MOS platform that combined operational assessments with ERP data, improving organizational visibility, reducing manual workload, and enabling more timely, data-driven decisions.

Impact Made

Faster decision-making, centralized KPI tracking, and scalable architecture now empower leadership with actionable operational intelligence across all levels of the enterprise.