Case Study
10 min read
February 10, 2024

Smart Manufacturing Dashboard Implementation

Real-time visibility transformation through integrated dashboards connecting ERP, MES, and shop floor systems.

Precision Components Inc.
Aerospace Manufacturing
Connecticut Facility

Challenge

Disconnected systems causing delayed decisions and production inefficiencies

Outcome

Unified visibility enabling 40% faster response times and data-driven decisions

VR
Vladimir Romanov
Managing Partner, FRAME

The Information Blind Spot

Precision Components Inc. struggled with data silos across their aerospace manufacturing operations. Critical production decisions were delayed by hours as managers manually gathered information from disconnected ERP, MES, and shop floor systems, resulting in missed delivery commitments and reactive problem-solving.

The Challenge: Information Fragmentation

As a supplier to major aerospace OEMs, Precision Components faced increasing pressure for on-time delivery and quality excellence. However, their information systems were creating barriers to effective decision-making rather than enabling it.

System Disconnection Issues

Data Silos:

ERP, MES, and quality systems operating independently

Manual Data Gathering:

Managers spending 2+ hours daily collecting information

Delayed Response:

Issues discovered hours after occurrence

Operational Impact

Delivery Performance:

12% of orders shipped late due to visibility gaps

Resource Allocation:

Suboptimal scheduling due to incomplete information

Customer Satisfaction:

Reactive communication about potential delays

Solution Architecture: Unified Dashboard Platform

The solution involved creating a comprehensive dashboard ecosystem that aggregated data from all systems into role-specific views, enabling real-time decision-making at every level of the organization.

Executive Dashboard

High-level KPIs, delivery performance, and financial metrics for strategic oversight

Operations Dashboard

Production schedule, resource utilization, and quality metrics for daily management

Shop Floor Dashboard

Real-time production status, work instructions, and quality alerts for operators

Technology Integration Framework

System Layer Data Sources Integration Method Update Frequency
ERP System Orders, inventory, financials REST API integration 15-minute intervals
MES Platform Production status, labor tracking Database replication Real-time
Shop Floor Systems Machine status, quality data OPC-UA protocols 1-second intervals
Quality Systems Inspection results, NCRs File-based integration Event-driven

Implementation Results

40%
Faster response to issues
95%
On-time delivery rate
60%
Reduction in data gathering time
8
Month implementation timeline

Key Success Factors

Technical Excellence

Scalable Architecture:

Microservices-based platform supporting future expansion

Data Quality Framework:

Automated validation and cleansing ensuring reliable insights

Performance Optimization:

Sub-second response times for critical production data

User Adoption

Role-Based Design:

Customized views matching specific job responsibilities

Intuitive Interface:

Mobile-responsive design requiring minimal training

Phased Rollout:

Gradual deployment building user confidence and adoption

Frequently Asked Questions

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