AI Assessment for Industrial Companies

From kickoff to AI roadmap in 4 weeks – with prioritized use cases and ROI evaluation.

We help you identify which AI applications will truly pay off for your operations.

Greater efficiency. Higher quality.

Deploy AI where it actually makes a difference

We help industrial companies deploy AI with purpose – where it drives efficiency, cuts costs, and delivers real impact. Instead of theoretical strategies, we provide concrete use cases, clear ROI assessments, and a roadmap that leads straight to implementation. That's how technology becomes competitive advantage.

Why companies invest in an assessment:

Labor shortages are pushing you toward automation – but which processes are actually suited for it?

Production complexity is rising while margins are shrinking – where can AI provide real relief?

You're sitting on mountains of machine data – but lack a clear strategy to turn it into value.

Your competitors are already investing. Those who act now will set the standards.

Our approach.

Unlocking AI potential – systematically

AI that fits your operations. Our assessment makes AI tangible – tailored to your processes, your data, your challenges.

In just 4 weeks, we develop your custom AI roadmap together. No castles in the sky – just concrete use cases with a clear business case. We work with you to identify specific AI opportunities across your order-to-delivery process – from analyzing your existing data landscape to defining relevant use cases, all the way to a prioritized implementation roadmap based on a cost-benefit assessment of each use case.

What you get:

Structured identification of AI opportunities with a focus on operational value
Clear assessment of feasibility, effort, and business impact
A tailored implementation roadmap as the foundation of your AI strategy
Combined expertise in technology, processes, and implementation

What You Can Count On

Deep Experience From 200+ Industrial Projects

We offer the AI assessment together with the industrial experts at NEONEX. The partnership combines hands-on shop-floor proximity with data-driven technology expertise.

At axio concept & NEONEX we are convinced that AI is the decisive lever for safeguarding industrial value creation in high-cost countries such as Germany.

Your Benefits When Working Together

Holistic AI Expertise

Whether machine learning or generative AI: We combine the right methods for your use case.

Technology-Agnostic & Independent

We deploy whatever works best for you. No vendor lock-in, no license agenda.

Industry Experience

Mechanical engineering, serial production, chemicals and pharma, automotive: We know the specifics of each domain.

OPEX-Focused & End-to-End

We pursue a holistic approach that keeps operations performance at the center.

Compliance Expertise

Deep know-how in regulatory compliance and standards such as S1000D, DITA, NISO STS, and ReqIF.

Together. Successful.

This Is How We Work With You.

Scoping & Current-State Analysis

During the kick-off we clarify goals together, train the project team, and define the scope of the analysis. In parallel we examine data availability and quality along the relevant end-to-end processes—typically order processing.

Potential Assessment

Within one week we systematically identify concrete potentials for AI together with your core team—for example to increase transparency, automation, or forecasting accuracy. We focus on clearly defined operational challenges with realistic solution paths.

Concept Development

For the top potentials we create standardized use-case one-pagers: description of the problem, objectives, technical approach, expected benefits—supplemented with measurable KPIs and rough estimates for time and effort.

Evaluation & Prioritization

Using agreed criteria (e.g., business impact, feasibility, data availability) we evaluate the identified use cases together. The result is a solid prioritization that distinguishes “quick wins” from strategic levers.

Roadmap Development

Finally, we develop a realistic, phased implementation plan for the prioritized use cases. The roadmap covers short-term pilot projects as well as medium-term initiatives—aligned with your resources, goals, and IT landscape.

Our consulting team supports you personally and reliably throughout the entire process—from the first idea to a successful go-live.

Marco Bürckel

Managing Director

Kevin Braun

CTO, Lead Consultant

Additional Resources

Get It Now!

New

AI Strategies for Industrial Companies

Identify use cases and implement them quickly.

Our whitepaper shows how to find the right use cases for your organization with a clear structure and hands-on methods—and how to implement them successfully.

Let's Talk About Your AI Potential

Book your free initial consultation now—we look forward to the exchange!