ROI of AI Vision Inspection in Steel Manufacturing: What the Numbers Actually Show
A single undetected inclusion on a hot strip mill can travel through hundreds of tonnes of coil before anyone notices,
Full Name :
Ehsan Joshani, MSc
Professional Title :
Senior Project Manager | AI & Innovation | Business & Data Analysis | Financial Oversight & Quality Management
Expertise:
Project Manager & Consultant Specializing in AI, Analytics, and Operational Optimization. AI & Research-Backed Project Lead with Deep Experience in QC and Business Strategy.
Highlights
Author of (Topics) : Quality Control & Ceramics/Automotive Industries, Project Management & Business, Artificial Intelligence, Data & Technology, Financial Markets & Trading, Innovation & Entrepreneurship
Role at AI-Innovate: Senior Project Manager
Specialized In:
- Project Risk Assessment Using Predictive Analytics in Industrial Operations
- AI-Driven Resource Allocation & Scheduling in Industrial Projects
- Financial Risk Modeling for AI-Integrated Production Systems
- Economic Feasibility Analysis for Automation and Robotics Deployment
- ROI Evaluation Models for Machine Vision & Intelligent QC Technologies
- Risk-Based Budget Allocation for Industrial Automation Projects
- Budget Forecasting and Cost Control in AI-Enhanced Manufacturing Lines
- Predictive Financial Analytics for Industrial Operations
- Strategic Planning for AI Adoption in Capital-Intensive Industries
- AI-Enhanced Supply Chain Forecasting and Cost Reduction
Publications:
- Evaluation of dissimilar 7075 aluminum/AISI 304 stainless steel joints using friction stir weldingEvaluation of dissimilar 7075 aluminum/AISI 304 stainless steel joints using friction stir welding / Journal of Alloys and Metallurgical Systems
Expert Quote
With a strong foundation in research, project management, and data-driven innovation, I focus on transforming complex challenges into practical, high-impact solutions that improve processes and create real value.
Professional Experience
Ehsan Joshani is a results-driven Project Manager and research-oriented Consultant with over a decade of experience in AI-driven solutions, data analysis, quality control, and industrial operations. He has successfully led multidisciplinary projects across the ceramic, automotive, oil and gas, and agri-tech sectors, delivering process optimization, technology integration, and innovation-focused development.
With a strong foundation in analytics, financial insight, and strategic planning, Ehsan Joshani specializes in implementing data-driven quality assurance systems, integrating AI platforms, and enhancing operational efficiency through precise evaluation and risk assessment. He is recognized for disciplined execution, a research-focused mindset, and the ability to transform complex challenges into high-impact, practical solutions in fast-paced, multidisciplinary environments.
Education
Publications:
- Evaluation of dissimilar 7075 aluminum/AISI 304 stainless steel joints using friction stir weldingEvaluation of dissimilar 7075 aluminum/AISI 304 stainless steel joints using friction stir welding / Journal of Alloys and Metallurgical Systems
Licenses & certifications
- ASNT Central Certification Program Level II – Ultrasonic Testing (ACCP-UT) - Liquid Penetrant Testing (ACCP-PT)- Magnetic Particle Testing (ACCP-MT).
- Quality Control Inspector
- Microsoft Office Specialist
Projects
- Investigating the corrosion behavior of 7075 series aluminum alloy homogenous joint with friction stir welding (FSW) method.Investigating the corrosion behavior of 7075 series aluminum alloy homogenous joint with friction stir welding (FSW) method. Jan 2018 - Jan 2019
- Investigation of the inhibitory effect of rosemary extract on the corrosion behavior of st37 in a 0.1 molar hydrochloric acidInvestigation of the inhibitory effect of rosemary extract on the corrosion behavior of st37 in a 0.1 molar hydrochloric acid Jan 2018 - Jan 2019
- Investigation of the friction stir welding process (fsw) effects on the corrosion behavior of similar aluminium coupling 5xxx.Investigation of the friction stir welding process (fsw) effects on the corrosion behavior of similar aluminium coupling 5xxx. Jan 2017 - Jan 2018
- The effect of thermal cycles on the corrosion resistance of austenitic stainless steel to low-carbon steel connecting dissimilarThe effect of thermal cycles on the corrosion resistance of austenitic stainless steel to low-carbon steel connecting dissimilar Jan 2017 - Jan 2018
- Investigating the effect of plasma coating lines on the properties of YSZInvestigating the effect of plasma coating lines on the properties of YSZ Jan 2016 - Jan 2017
- Study of the microstructure and oxidation- corrosion behavior of aluminized coating on austenitic stainless steel by pack cementation methodStudy of the microstructure and oxidation- corrosion behavior of aluminized coating on austenitic stainless steel by pack cementation method Jan 2016 - Jan 2017
- Corrosion aspects of inhomogeneous joining of xxx7 series aluminum alloy to 304 austenitic stainless steel by friction stir welding (FSW) methodCorrosion aspects of inhomogeneous joining of xxx7 series aluminum alloy to 304 austenitic stainless steel by friction stir welding (FSW) method Jan 2014 - Jan 2015
