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AI that actually works
in complex, regulated processes.

Planned, built, and operated by the same experts who understand your process.

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NPS
75

Client satisfaction in the top bracket.

Zero Detractors

Recommended by every client surveyed.

1 in 3 ex-MBB

Strategy depth from BCG and McKinsey, in the team.

Certified to

ISO 27001 · Bureau Veritas CertificationISO 9001 · Bureau Veritas CertificationTISAX Result Available

For industries where failure is not an option.

Systems built for operation from day one.

We define the right system together and see it through to completion. The same experts stay with you the whole way: from the first requirement, through design and build, into stable operation.

Our standard

01

No consulting without delivery.

Architecture, decisions, and accountability don't stop at the slide deck.

02

No prototype without a path to production.

Every build is designed from the start for scale, operation, and maintainability.

03

No handoff from senior pitch to junior delivery.

The experts who design the system build it, and stay with it into operation.

04

Accountability doesn't end at go-live.

We stay accountable in live operation too: for stability, further development, and reliability.

Outcome

Systems that run in production, in environments where outages, uncertainty, or improvisation are not an option.

Our Method

A clear path from idea to measurable impact.

The same experts stay with every step: leading at the start, driving through the middle, stabilizing in operation.

Phase I

Discover

Analyze value sources, review the data foundation, sharpen use cases. A clear business case with verified success criteria.

Outcome Validated use case
Duration 2–3 day workshop
About the Discover Day →
Phase II

Develop

Build the model, data pipelines, and UI. A working MVP, tested in real operation, with genuine user feedback.

Outcome Usable AI MVP
Duration 6–12 months
More on Develop →
Phase III

Operate

Stable operation and continuous improvement. Monitoring, retraining, incident handling, optimized versions rolled out.

Outcome Scalable solution
Duration Ongoing
More on Operate →
Whitepaper

AI in Regulated Mid-Sized Companies

How small and mid-sized companies in automotive, the supplier industry, aerospace, defense, robotics, and logistics adopt AI without risking approvals, audits, or their customers' trust.

  • A phase model from initial assessment to embedding AI in the organization
  • The seven hurdles where AI initiatives fail in regulated environments
  • Checklist: five questions before your first use case
Download the whitepaper 10 pages · PDF · free
Projects and Focus Areas

Built, brought into operation, in daily use.

Automotive · Homologation

21 source systems, a regulatorically critical process, and high real-time requirements. XOR designed, built, and brought into operation the data platform that today is the department's daily control instrument.

View factsheet →
GenAI · Speech Analytics

A GenAI platform that analyzes conversations and turns them into structured, usable insight. From idea to working demonstrator: concept, architecture, and development from a single source.

View factsheet →
Healthcare · Regulated Procurement

Sustainable procurement in clinical environments. A regulatorically complex setting. XOR designed and built the proof of concept as the decision basis for technology, concept, and strategic direction.

View factsheet →
Industrials · System Architecture

Data and system architecture at an early company stage, with SOP as the target horizon. Clear structures before the growth, not after.

View factsheet →
Robotics · Industrialization

Go-to-market strategy for a manufacturer of autonomous mobile robots. Matched product capabilities against real market expectations, built the sales structure, structured market entry.

Financial Services Churn

AI-driven detection of churn signals in existing financing portfolios, before the customer decides. Pilot concept developed, use cases prioritized, decision basis created for the build.

What Our Clients Say

Listen first, then act.

Very good support, professional throughout.
Automotive OEM Tier-1 · Production Customer
The XOR team genuinely wants to understand customer needs, define goals clearly, and deliver in a structured way.
speechinfacts.com GenAI · Speech Analytics
Results we could use very quickly. Meetings and materials were very well prepared.
Neobotix GmbH Autonomous Robotics

Ready when you are.

No pitch. No proposal without grounding. A conversation about your starting point and whether we're the right partner.

Your First Point of Contact

You speak directly with the people responsible.

Lorant Zambori

Lorant Zambori

Co-Founder and Managing Director

Ex-BCG Project Leader. 20+ years in IT and digital product development. Automotive platforms, AI systems, regulated environments.

Book a call
Andreas Lange

Andreas Lange

Chief Sales Officer

25+ years in automotive and defense. BMW, Ford, Tier-1 background. Connected Drive, aftersales, dealer diagnostic & programming solutions.

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Our Experts

Project-specific industry expertise.

Istvan

Istvan

Solution Design & Strategic Analysis

ex-BCG
Niklas

Niklas

Go-to-Market & Industrialization

Dr.-Ing., MBA · ex-TRUMPF
David

David

Agile & Transformation

ex-McKinsey
Alina

Alina

AI Architecture & Engineering

ex-McKinsey
Antonio

Antonio

Blockchain & Platform Development

Engineering
Christian

Christian

Engineering & Delivery

Engineering
Contact

Let's find out whether we're the right partner.

Book a slot directly, or write to us.

XOR Digital GmbH

Munich Office
Beta-Straße 10 A