impact AI chicago

November 17, 2026

Real-World Al. Real Business Impact.

Manufacturing Consulting Firms: What Actually Drives EBITDA

EBITDA (Earnings Before Interest, Taxes, Depreciation, and Amortization) is a key financial metric used to measure a company’s operating performance. In simple terms, EBITDA refers to profitability before non-operational and non-cash expenses are deducted. Manufacturing companies spend millions every year on consulting and manufacturing consulting services: strategy, transformation roadmaps, digital initiatives, and cost reduction programs. […]

Asset Management Consultants for Better Reliability

Many manufacturers invest heavily in operational improvements, yet asset performance issues continue to affect throughput, quality, cost, and delivery. Equipment failures create instability, maintenance teams stay reactive, backlogs grow, and reliability problems become the norm. This is when organizations typically turn to asset management consultants. But many executives still ask: What do they actually implement? […]

Maintenance and Reliability Best Practices for Manufacturing

TL;DR: In many manufacturing environments, maintenance is still treated as a reactive support function. Equipment breaks. Production stops. Maintenance responds. Teams work overtime to recover. The cycle repeats. The scale of the problem is measurable: research from the National Institute of Standards and Technology, summarised by IndustryWeek, found that 45.7% of machinery maintenance is reactive […]

AI Predictive Maintenance in Manufacturing

Manufacturers have spent years hearing about the promise of predictive maintenance in manufacturing. Sensors, dashboards, machine learning, and real time alerts all promise better reliability and lower downtime. Yet many operations leaders are still asking the same question: Where is the Actual Business Value? The reality is that many predictive maintenance initiatives stall before they […]

AI in Manufacturing: The Trends Actually Working in 2026

TL;DR Artificial intelligence is everywhere in manufacturing right now. This is a snapshot of what is real, not what is promised. Every company has a roadmap. Every executive is talking about AI, and every vendor is promising transformation. But when you look inside operations, far less has changed than the headlines suggest. The gap comes […]

Strategy vs Execution: Why Most Companies Fail

Strategy vs Execution: Why Most Companies Fail The Gap Most Teams Feel But Cannot Fix Every leadership team has a strategy. Growth plans. Cost reduction targets. Digital transformation roadmaps. AI initiatives. On paper, it all makes sense. But in reality, most of it never delivers the value it was supposed to. That is the strategy […]

Aerospace Manufacturing Challenges and How to Solve Them

Aerospace manufacturing is under more pressure than ever. Production rates are increasing. Backlogs are growing. Supply chains remain unstable. Expectations for quality and compliance keep rising. These challenges only intensify as programs scale and complexity increases across the aerospace manufacturing industry. Most organizations already have a strategy to deal with this. The real challenge is […]

How Can a Business Reduce Costs? A Practical Guide for Manufacturing Leaders

How Can a Business Reduce Costs? A Practical Guide for Manufacturing Leaders A Practical Guide for Manufacturing Leaders Focused on Real Results Reducing costs is one of the most common priorities in manufacturing. It is also one of the most misunderstood. Most companies do not actually have a cost problem.They have an execution problem. Cost […]

AI for Automotive Manufacturing

Designing AI for the Realities of Automotive Manufacturing A structured design approach to identify high-value AI use cases, evaluate readiness, and build a practical implementation roadmap. The Reality: AI Is Early in Automotive Automotive Is Still in the AI Infant Stage Most automotive organizations are: What leaders are asking: IE’s role: Answer these questions before […]

Fixing the Aerospace & Defense Supply Base

A practical, execution-driven approach to improving supplier quality, throughput, and on-time delivery—at scale. The A&D Reality Program Risk Is No Longer Inside Your Four Walls Across Aerospace & Defense, leaders are facing: The hardest question: Can our suppliers actually catch up—or will they slow the entire program? Why This Is Getting Worse (Not Better) Structural […]