AI & Advanced Data Analysis

At Culmium, we help you transform complex data into meaningful decisions. Whether you’re optimizing production, validating measurements, or solving persistent process issues, our expertise in industrial statistics, AI, and machine learning gives you the clarity and confidence to move forward — smarter.

What We Do

We help you uncover what’s really happening in your processes. By combining statistical analysis, domain knowledge, and machine learning, we turn complex data into clear answers — helping you solve problems, improve performance, and make smarter decisions.

Process & System Analysis

We evaluate your existing workflows and data to uncover inefficiencies, patterns, or hidden problems — and help you design a better process based on facts, not guesswork.

Production Optimization

Reduce waste, improve quality, and fine-tune your output. From raw materials to finished product, we apply statistical tools and machine learning models to optimize every stage.

Solving Complex Problems

Using a combination of domain knowledge, physics, and AI, we build custom analytical models to answer questions that standard tools can’t. Whether it’s pattern detection, root cause analysis, or predictive modeling — we make data work for you.

Key Methods We Use

Design of Experiments (DOE)

Create efficient experiments to identify which factors truly influence your process — and how to improve them.

Measurement System Analysis (MSA)

Ensure your measurement tools are accurate, reliable, and stable — because bad data means bad decisions.

Statistical Process Control (SPC)on

Monitor and stabilize production using control charts, variation analysis, and real-time feedback tools.

Machine Learning & Predictive Modeling

Train models that forecast outcomes, classify patterns, or detect anomalies in large data sets — tailored to your process and goals.

Training & Workshops

We don’t just analyze data — we help you and your team master it. As an official JMP partner, we offer tailored training programs designed to fit your industry and experience level.

Whether you’re in production, R&D, or quality control, our sessions give your team the skills to:

  • Understand and apply statistical methods

  • Design effective experiments (DOE)

  • Evaluate measurement systems (MSA)

  • Build predictive models using JMP

  • Visualize and interpret data with clarity

How We Work With You

No two clients are the same — and neither are our solutions. We offer multiple ways to support you, whether you’re starting from scratch or scaling an existing workflow.

  • Full-service analysis
    Send us your data. We’ll handle everything — from exploration to results.

  • Training & capability building
    We empower your team to analyze confidently, with expert support along the way.

  • Custom R&D collaboration
    Partner with us to design smarter methods, automate workflows, or solve unique challenges through research.