Reference projects

From ideato outcome.

Selected projects in data and AI, IoT, and enterprise architecture. Our success does not depend on industry or company size.

FeaturedAutomotive

Measurable and Safe Agentic AI in Production

An international car manufacturer answers supplier enquiries with an AI agent. mmkdigital designed the architecture: security controls outside the model, a quality check on every reply, tests before every deployment.

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€2.5M+
in savings from the first use case alone
Evaluation
makes answer quality measurable, before and after go-live
3 months
from kickoff to go-live
Automotive
Agentic AI · MCP · Data Mesh

Enabling Agentic AI to Talk to Your Data

Data Mesh gave the organisation structure and ownership, yet business users still waited days on analysts. mmkdigital built an AI agent that talks to the data products directly.

30 seconds
instead of up to two days
Self-service
data access for business users without SQL
Zero lock-in
LLM- and platform-agnostic
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Industrial
Enterprise Architecture · Governance · Carve-out

Harmonising Complex IT Landscapes

One of the largest corporate carve-outs in recent German industrial history. For the newly formed DAX company, mmkdigital established an enterprise-architecture practice that brought 1,000+ IT systems onto a shared course.

1,000+
IT systems coordinated
3 years
to a self-sustaining EA practice
Enablement
run independently by the customer
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Engineering
AI Solutions · Open Source

AI as Competitive Advantage

mmkdigital helped a specialised engineering company turn fragmented project knowledge into a secure, company-wide AI platform.

100%
reliable answers
>80%
employee adoption
10+
live use cases
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Automotive
Data Mesh · Data Governance

Scaling Enterprise Data Analytics

A central data platform limited the enterprise's ability to scale analytics. mmkdigital introduced a Data Mesh with federated governance.

300+
data products
100+
use cases
30+
autonomous teams
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Manufacturing
IoT · IT Strategy · Legacy Modernisation

Digital Solutions for Smart Devices

An international premium manufacturer modernised its IoT platform to bring digital products for connected devices to market faster.

2×
faster time-to-market
−30%
operating costs
Scalable
IoT platform
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How we work

Three principles behind the results

  1. Designed for go-live

    Security, operations and proof of quality are part of the architecture from the start. Test automation checks changes before they reach production.

    In practice

  2. Technology-agnostic

    Architectures not tied to a single vendor, product or platform. Components stay replaceable, and the client keeps the choice.

    In practice

  3. Enablement and sustainability

    After the project, the client’s teams run the solution themselves and deliver new use cases on their own.

    In practice
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