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Case Study: Workflow Automation

Manufacturing Team Cuts Reporting Time by 87% in 28 Days

Manufacturing Company150 employees28 days to production
87%87%
Time Saved
Manufacturing Team Cuts Reporting Time by 87% in 28 Days

The Full Story

Midwest Manufacturing had tried to automate reporting before: Excel macros that broke constantly, an IT project that went nowhere after 6 months. When they came to us, they were skeptical but desperate. Their operations managers were spending half their week just compiling numbers instead of actually managing operations.

In 28 days, we built a system that connects to their ERP, production monitoring, and quality systems. Reports that took 4 hours to compile now generate automatically in 5 minutes. The real win? Leadership finally has real-time visibility into plant performance, and the operations team can focus on actually improving processes instead of documenting them.

The Challenge

Operations managers spent 22+ hours per week compiling production reports from multiple systems. Manual data entry led to errors, and leadership never had real-time visibility into plant performance.

Our Solution

Deployed an AI-powered reporting system that automatically pulls data from production systems, generates daily reports, and delivers executive dashboards, all without manual intervention.

Automated Reporting System

From manual spreadsheets to real-time executive dashboards

1
ERP System
API

Core production and inventory data

  • -Production orders and schedules
  • -Inventory levels
  • -Cost tracking
2
Production Monitoring
API

Real-time machine and production data

  • -Machine utilization rates
  • -Cycle times
  • -Downtime tracking
3
Data Aggregation
AUTOn8n

Pulls from all systems on schedule

  • -Hourly data sync
  • -Error handling and retry logic
  • -Data validation checks
4
AI Analysis
AIOpenAI

Generates insights and anomaly detection

  • -Trend identification
  • -Exception flagging
  • -Narrative report generation
5
Report Generation
AUTO

Daily, weekly, and monthly reports

  • -Customizable templates
  • -PDF and Excel formats
  • -Scheduled distribution
6
Executive Dashboard
HUMAN

Real-time KPIs and performance metrics

  • -Plant performance overview
  • -Cost and efficiency trends
  • -Mobile-friendly access
7
Ops Manager View
HUMAN

Granular production data and alerts

  • -Machine-level metrics
  • -Quality tracking
  • -Exception notifications

The Result

87% Time Reduction

87%87%
Time Saved
22hrs22hrs
Saved Weekly
99%+99%+
Accuracy
28 days28 days
To Production

I was skeptical after our Excel macro disaster. But this actually works. I get 3 hours back every day, and the reports are more accurate than when we did them by hand.

Marcus Chen VP Operations