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Bridging Engineering and Data Science

Exchange. Analyze. Connect.

Unlocking Data Analysis and Machine Learning with Engineering Expertise

At Lean-IQ, we go beyond traditional data analysis and machine learning by integrating engineering expertise with advanced analytics. We specialize in developing cutting-edge algorithms that leverage our deep understanding of complex engineering systems, enabling predictive modeling and anomaly detection tailored to your unique challenges. 


Let Lean-IQ guide you on a journey where every data point becomes a strategic advantage, propelling you towards unparalleled achievements in operational efficiency, risk mitigation, and business growth.


According to Gartner, "Garbage in, garbage out" remains a key challenge in data analytics, with an estimated 40-60% of machine learning projects failing due to poor data quality.


With our meticulous attention to detail and expertise in engineering-driven data analysis, Lean-IQ mitigates the risk of poor data quality, ensuring that your machine learning projects deliver actionable insights and tangible results.

FMEA, Data Analytics, Machine Learning




Lean-IQ ANALYST bridges the gap between engineering expertise and data science, empowering organizations to overcome common challenges associated with machine learning projects. We recognize that the success of ML initiatives hinges on the quality and relevance of the data used for analysis.

Lean-IQ combines decades of industry and engineering experience with data science capabilities to harness the full potential of your data. By conducting thorough Failure Modes and Effects Analyses (FMEA) and identifying critical variables, we ensure that our predictive models are grounded in real-world insights and deliver actionable intelligence.

Furthermore, we design intuitive dashboards that transform raw data into clear, actionable insights. Through interactive visualizations and intuitive interfaces, we empower you to make informed decisions with confidence.

Condition Monitoring




Dashboards, Whiteboards
Lean-IQ Digital Dashboard

Effective visualization is a cornerstone of Lean Management, empowering teams to understand processes, identify inefficiencies, and make data-driven decisions. By translating complex data into clear and accessible visuals, organizations can streamline workflows, reduce waste, and foster a culture of continuous improvement.


It relies primarily on visual communication techniques to transmit information and to monitor target achievement by operators. It is a field management system, i.e. one that is as user-friendly as possible and presents the various information visually. This can be done through color coding, graphics or various displays, but in all cases the information presented is visual.

Visualization not only enhances transparency but also accelerates problem-solving and enables teams to work cohesively towards operational excellence.

Together with our partners we can offer you just what you need to build your communication space:

  • Display Panels for e.g. KANBAN Boards, or KPI Monitoring

  • Board Accessories

  • Andon Systems, to highlight problems or issues

TEIL16 - Transform Data into a Competitive Differentiator.pptx

Come on! Let's get started.

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