Innovative real-time monitoring for tool failure prediction

We aim to automate the technology of material cutting.
With us, you become more sustainable by using every μm of your tools.

KNOWLEDGE AT THE FOREFRONT

We have in-depth knowledge in material cutting technology and the adhesive mechanism. Read more about us and how we can improve your business.

ADVANCED ANALYTICS

With our diagnostic solution, we can analyze in-process machining to gain real-time insights. From data points to predictive actions.

EDGE INTELLIGENCE

Groundbreaking solution for real-time monitoring of metal cutting processes. Predictive solution with alerts and notifications.

OUR MISSION

We help our customers to improve quality, increase tool life, and reduce waste for a sustainable future!

We collect real-time data into a predictive and actionable intelligence. We know what’s behind every data point collected in material cutting processes. Our solutions and services are based on enhanced knowledge of material cutting technology.

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What we offer

We bring a wealth of industry experience and academic rigor to the table, specializing in material cutting processes. With a deep understanding of the complexity involved, we offer unparalleled diagnostic support tailored to optimize operations within turning, milling, and drilling.

Our diagnostic services provide a comprehensive analysis, enabling our customers to identify and address any material or operational challenges effectively. We empower organizations to maximize tool efficiency, extend tool lifespan and process optimization. We have extended experience of investigating the cause of abnormal tool wear and edge breakage.

Furthermore, our upcoming autonomous solution promises to revolutionize the industry, offering automated optimization and predictive capabilities. We go beyond feed and speed with cutting-edge knowledge. Stay ahead of the curve with Cluster Waves, where  scientific rigor meets cutting-edge innovation.

DIAGNOSTICS

If there are quality defects in tools or workpieces, we can diagnose this and make sure you know what steps you need to take going forward.

REAL-TIME INSIGHT

We know what’s behind every data point conveyed from the material cutting process. With our solution, you will be able to detect any errors and increase tool efficiency.

TOOL CONDITION (coming soon)

A tool condition trend analyze gives you the right insight on how long life time the tool actually have left. We will maximize the tool life without risk of tool failure. 

PREDICTIVE EDGE INTELLIGENCE (coming soon)

We are building a cutting edge intelligence solution for predictive analytics. From data to action with tool life indication including alarms and notifications.

We make your data work for you

We collect millions of data points and transform the data to information you can act upon. Independent of any tooling brands we go beyond feed and speed. Work with us and you will become more sustainable and cost efficient.

INCREASE
TOOL LIFE
IMPROVE QUALITY
REDUCE
WASTE
ADVANCED
DIAGNOSTICS
PRODUCTION
EFFICIENCY
PREDICT TOOL
FAILURE

Like our work? Contact us!

Knowledge case studies

Keep an eye out for news and articles posted here. Through our ongoing exploration of this challenge, we’ve delved even deeper into understanding and uncovered intriguing insights along the way.

Tales from chips

Give us your chips and we can tell you your story. Futhermore we can improve your future machining.

Exploring adhesion

Exploring the mechanics of adhesion in mettal cutting processes, one of the main wear mechanisms.

Chamfer width and angle

We take a closer look on the effect of chamfer width and chamfer angle on tool wear in slot milling. This work aim to increase knowledge  for a sustainable manufacturing.

Vibration test

Right now we are testing out an innovative radar solution, more info soon…

Lubricant efficiency

We went on a journey to investigate the effect of different lubricant. We teamed up with one who knows plenty about it.

What will come next?

What will come here next we dont know right now. It depends on what we discover on our journey! As soon as we know we let you know.

ABOUT US

We are a 
diverse team solving material cutting challenges

Together we have extended experience and knowledge within material cutting technology. We connect in our passion for solving material cutting challenges and our quest to develop an innovating solution for predictive and autonomous tooling. 

CONTACT US

Meet Our Team

Kourosh Tatar

Co-founder & partner

Inge Svenningsson

Co-founder & partner

Stefan Magnusson

Co-founder & partner

Contact

Call us if you want to improve surface quality, reduce waste, increase tool life, or predict tool failures.
Or if you just want to talk about edge intelligence and challenges in material cutting technology.