References & Client Projects: Successful AI Consulting and Process Optimization

REAL PROJECTS. MEASURABLE RESULTS.

International companies from the industrial, automotive, and SME sectors in Germany, Austria, Switzerland, and the Americas that have taken the next step with qubeec. And demonstrate what emerges from it.

TARGET GROUPS

WHO WE WORK WITH

We're selective about who we work with — and that's by design. Our clients come from a range of industries, but they all have one thing in common: they're committed to making their processes better and putting technology to real use.

01 / MANUFACTURING COMPANIES

Companies with their own development and production. We help identify bottlenecks in manufacturing and optimize processes to reduce error costs and shorten lead times.

02 / AUTOMOTIVE & SUPPLIERS

Tier 1, Tier 2, and OEMs looking to future-proof their processes. With 20 years of experience in the automotive industry, we know how projects reach series production readiness and how supply chains remain stable.

03 / PROCESSING INDUSTRY

Mechanical engineering, plant construction, electronics, and other industries with complex products. We help shorten development cycles, increase quality, and deploy AI where it truly makes an impact.

04 / ENGINEERING SERVICE PROVIDERS

Development partners looking to increase their efficiency and integrate new technologies. We bring the technical depth to ensure your projects reach their goals faster.

05 / AGENCIES & CONSULTANCIES

Partners who want to implement client projects together with us. We contribute technical depth and execution expertise where it matters most.

TESTIMONIALS

WHAT OUR CLIENTS SAY

DANIELA AIGNER-SEUM

Owner & Coach
CoKIcon

“Quirin combines technical know-how with a keen sense for people and processes. His structured approach and dedication make him an ideal partner for AI transformation projects.”

Ulrich Steinkamp

Product Development Engineering Manager
Molex CVS Hildesheim GmbH

“Quirin impresses with professionalism, technical expertise, and genuine commitment. His ability to drive decisions forward enables solutions to even the most complex challenges—always respectful and efficient. An unreserved recommendation.”

Kyle Magneson

Senior Program Manager and Product Development
Baxter Enterprises LLC

“Working with Quirin was exceptional from the very beginning. He integrated into our team quickly and professionally, and through targeted requirements management, uncovered potential we had not seen ourselves. Thanks to his clear goal orientation and consistent process standardization, we reached our objectives faster than planned.”

Johler Michael, Dipl.-Ing.

Program Manager KI Arbeitsgruppe
Deutscher OEM

Quirin und ich haben in mehreren Innovations- und Change-Projekten zusammengearbeitet – und jedes Mal hat er mich aufs Neue beeindruckt. Seine schnelle Auffassungsgabe und sein Gespür für das Wesentliche machen ihn zu einem idealen Partner, wenn es darum geht, KI sinnvoll und nachhaltig in Unternehmen zu implementieren.

REFERENCE PROJECTS

WHAT WE HAVE ACHIEVED TOGETHER

01 / ENGINEERING

Quality Assurance in Series Production
Tier 1 Supplier | Injection Molding & Toolmaking | 500 Employees

RESULT

Error rate reduced to below 300 ppm. Complaint costs reduced by 40%. Series production readiness sustainably secured.

CHALLENGE

Recurring quality issues in series production led to rising complaint costs and jeopardized delivery capabilities. The root causes of errors were not systematically recorded, and the components did not consistently meet OEM requirements.

APPROACH

qubeec systematically analyzed the production characteristics and identified critical influencing variables. In targeted testing and optimization loops, the components were designed to meet requirements, and robustness measures were integrated directly into the production parameters.

02 / CONSULTING

AI Potential Analysis & Strategy Roadmap
Automotive Supplier | SME

ERGEBNIS

3 actionable AI projects with a clear ROI defined.
Company-wide roadmap, supported by management and teams.
Clarity regarding resources, investments, and the next step.

CHALLENGE

The company wanted to deploy AI strategically but lacked clarity on where the greatest leverage lay. Internal resources for evaluating and prioritizing use cases were missing.

APPROACH

qubeec conducted a structured potential analysis workshop with executives and specialist departments. Existing processes were analyzed, concrete AI use cases were identified, and evaluated based on effort and impact. The result was a clear strategy roadmap for the next 18 months.

03 / AI & KNOWLEDGE MANAGEMENT

Securing Expert Knowledge with AI

Chemicals | Processing Industry

RESULT

Over 80% of critical expert knowledge digitized and secured.
Onboarding time for new employees reduced by 30%.
Dependency on individual knowledge holders permanently reduced.

CHALLENGE

Experienced employees are retiring in the coming years. Critical process and production knowledge was undocumented and at risk of being permanently lost.

APPROACH

qubeec designed an AI-supported knowledge management system and guided its implementation. Existing knowledge was structurally recorded and secured in a central knowledge database. An internal AI assistant supports new employees during onboarding.

REFERENCES