impact AI chicago

November 17, 2026

Real-World Al. Real Business Impact.

Supply Chain Value & Systems Thinking Strategy | IE

Achieving Supply Chain Optimization Through Redefining Value & Systems Thinking

Catherine Purdy SVP, Operations & Supply Chain View Profile Many clients engage with us on how to achieve optimal performance within their supply chain. Historically, leaders have often targeted improvement efforts on areas within their span of control, or on annual supplier price reductions to achieve their targets. Yet, year after year, this approach to […]

5 Key Elements of Asset Management Performance Excellence

5 Key Elements for Effective Asset Performance

Keith Johnson VP, Maintenance, Reliability and Asset Performance Excellence View Profile Not a week goes by that we don’t see or read the news about a company shutting down its operation or moving to another country due to financial difficulties. It makes you wonder what could have been done differently for the company to be […]

Leadership Skills for Asset Performance Excellence | IE

Top Leadership Qualities for Asset Performance Excellence

Keith Johnson VP, Maintenance, Reliability and Asset Performance Excellence View Profile Being an effective leader of any organization involves many qualities which have a profound impact on reaching Asset Performance Excellence. When speaking about leadership, it doesn’t matter if you are the first line supervisor, mid-level manager, or at the executive level; great leadership skills […]

Using the R-Squared Statistic in Anova and General Linear Models

Using the R-Squared Statistic

Robert Ballard Senior Operations Analyst View Profile “All models are wrong but some are useful.” – George Box The statistic R2 is useful for interpreting the results of certain statistical analyses; it represents the percentage of variation in a response variable explained by its relationship with one or more predictor variables. Common Use of R2 […]

2 Ways to Improve Order Tracking for Operational Excellence

Missing metrics

Robert Ballard Senior Operations Analyst View Profile “Where’s my order?”   Do you ever get that question asked to you by a customer?  Are you able to answer without asking anyone or pulling up a report?  Granted, customers typically only ask this if their order is late which is another problem in and of itself, […]

Root Cause Analysis in Organizational & Operational Engineering

Chris McCurrie VP, Operations View Profile Production and Manufacturing is the heart and lifeblood of a company. Manufacturing is where ideas and designs come to fruition. Production ultimately determines whether our methods, resources, and materials are viable and offers the anticipated return. Successful companies constantly monitor, review, and revamp their best practices to predictably deliver […]

Operations: Sustaining Results for the Long Term

At Implementation Engineers, efficiently improving operations is at the core of our business. Our teams work with senior leaders to create a robust roadmap to systematically improve operations internally. When we first start working with a client, we conduct an on-site interview with company executives to understand what they think is critical. During the Program […]

Go Beyond Maintenance to “Asset Performance Excellence”

Asset Management, and its associated maintenance and reliability activities, is recognized as a fundamental driver of the success of manufacturing. The production capacity of manufacturing sites is dependent upon the effectiveness of all maintenance and reliability activities undertaken by the maintenance department. The associated cost is a significant component of the total cost of production, […]

Codifying Knowledge : How Does it Help Human Capital Development?

human capital development starts with codifying knowledge

People are the single most important asset in a company, so human capital development (HCD) is critical during a growth phase. When a manufacturer ramps up production, typically they onboard and train new employees. Hiring new people in itself is a challenge for any organization; training them to be proficient is another. Best practices is […]

Total Performance Excellence and Quality Management Model

total performance excellence

What is Total Performance Excellence? Total Performance Excellence means looking at every detail and taking a holistic view of the entire company with a strategy to achieve performance rapidly. This means looking at the operations piece, tactical piece, people piece–and analyzing which ones are hurting the performance and which are going well. The lost profits […]