PlaybookDec 2024
The 90-Day AI Automation Pilot Checklist
A step-by-step framework for running your first AI automation pilot. Covers scoping, success metrics, team structure, and go/no-go criteria.
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Abdulwahab OmiraPractical guides for operations leaders
No fluff. No hype. Just actionable frameworks for evaluating, piloting, and scaling AI automation in manufacturing, healthcare, and logistics.
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Written by
Abdulwahab Omira8 min read
ManufacturingDec 2024
AI Quality Inspection: What Actually Works in 2025
The real capabilities and limitations of computer vision for manufacturing QC. What separates successful implementations from expensive failures.
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Abdulwahab OmiraManufacturingDec 2024
Why 94% of Manufacturers Aren't World-Class (OEE Benchmarks)
Only 6% of manufacturers achieve 85%+ OEE. Global average is 68%. Here's what the top performers do differently.
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Abdulwahab OmiraOperationsDec 2024
The Real Cost of Manufacturing Downtime in 2025
Unplanned downtime costs $39K-$2.3M per hour depending on industry. Based on Siemens 2024 research, here are the numbers you need.
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Abdulwahab OmiraROIOct 2024
How to Measure AI Automation ROI (Without Guessing)
Leading organizations achieve 10:1 to 30:1 ROI within 18 months. Here's how to build a business case that gets budget approved.
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