AI for the Mittelstand

From AI hype
to real value.

For mid-market companies that take AI seriously.
Strategy, engineering and adoption from a single team
pragmatic, hands-on, grounded in research and real engineering.

Our approach

AI that works for you.
Not the other way around.

The Mittelstand is facing one of its biggest shifts since digitisation. We don't turn that into a buzzword workshop — we turn it into productive solutions, backed by research and engineering substance.

A lot of AI consultancies promise a lot and deliver slides. We come from the build side: we've shipped and scaled AI products ourselves, we know the research from the inside, and we know what actually holds up in mid-market reality.

We pick the right route for your company — pragmatic, economical, technology-agnostic. Where it matters, we go the sovereign, EU-compliant route with on-prem models and full data ownership. Where it's faster, cheaper and uncritical, we use proven hyperscaler components. What counts is the actual value to you — not the tool.

NBaiT stands for Next Big AI Thing — and that's exactly what we want to become, together with you.

We advise and build.

From the first workshop to a productive AI system or use case — we walk the path with you, end to end if needed. We like clear goals; creating value is the primary one.

Engineering from real practice.

AI, machine learning and data are our daily bread — and have been since real-world use cases existed for them.

Research as raw material.

Staying close to research matters to us. New developments, research funding, cybersecurity — these topics never get old.

People at the centre.

We know the step into AI is a big and fast one. Our approach is to take everyone along — human, appropriate, eye to eye. Arrogance doesn't belong here.

Stance

Successful interventions need two things: a complete analysis of the system and knowledge of the full context.

That has always been true — and it's especially true with AI.

Process

Four phases.
One goal: AI that delivers.

We meet you where you are. Whether you're planning your very first steps or already experimenting — we walk the path with you, all the way to a productive solution.

01 · ORIENT

Position & Strategy

Where do you stand, what's possible, what first?

  • AI potential analysis
  • AI strategy consulting
  • Market & competitor analysis
  • Use-case prioritisation
02 · ACTIVATE

Quick wins & adoption

First visible results. The team comes along.

  • Quick-win sprints
  • AI coaching for leadership
  • Team enablement
  • Change & adoption (with psychologists)
03 · BUILD

MVP to solution

We build. From prototype to productive system.

  • AI MVPs & pilot systems
  • Workflows, chatbots, voice bots
  • WhatsApp- & triage solutions
  • AI framework setup
04 · SCALE

Sustainability & sovereignty

AI becomes the normal way of working.

  • IT-team transformation
  • Vibe-coding enablement
  • Compliance & EU AI Act
  • Research transfer
Services

What we actually do.

Five building blocks, available individually or combined — matched to your phase and your budget.

🧭

AI strategy & potential analysis

Where does AI really pay off in your company? We identify quick wins, prioritise use cases and write a roadmap that fits the size and reality of your business.

⚙️

AI development & MVPs

From prototype to production system: workflows, chatbots, voice callers, WhatsApp bots, triage. With the engineering background that makes the difference between demo and reliable service.

🎓

AI coaching & enablement

For leaders: understanding and steering AI. For teams: using AI confidently in daily work. Hands-on, in your language, drawing on lecturer experience at IU University.

🧠

Change & adoption

Open new perspectives, dissolve fears, build acceptance. Supported by experienced psychologists from our network — so AI doesn't just run, it actually gets used.

🛡️

Sovereignty & security (optional)

When data or compliance demands it: EU AI Act readiness, GDPR, on-prem models, data sovereignty. We take the sovereign route when it's the right one.

Research & Ecosystem

Innovation from the source.

Our edge doesn't live in the office — it lives in the ecosystem. We're actively embedded in StartupFactories, research institutes and networks, and we draw on something you usually can't get inside a mid-market company on your own: current research, new tools and a pool of specialised talent.

Research network

Institutes & partners

From years of work inside the research and academic ecosystem we know the European AI landscape from the inside. We know which institutes lead on which topics — and we translate today's findings into commercially usable use cases for your business.

  • CISPAHelmholtz Center for Information Security — security, privacy and trust in AI.
  • DFKIGerman Research Center for Artificial Intelligence — applied AI research and transfer.
  • Fraunhofer SITInstitute for Secure Information Technology, Darmstadt — cybersecurity and AI-security research.
  • Max-Planck-InnovationTechnology transfer of the Max Planck Society — the bridge to fundamental research.
Team

Who's behind NBaiT.

At NBaiT there's no account manager and no junior running the workshop. You work directly with the people who are also accountable.

TK
Founder · Managing Director
Torsten Katthöfer
Direct line. You work directly with me.
LinkedIn profile

I got my first computer at twelve and developed an early love (and training) for digital technologies. That led to a degree in business informatics and a few semesters of social behavioural science — during and after my studies I worked in established system integrators as a systems analyst, developer and consultant.

Later I founded companies in business intelligence, then startups in artificial intelligence. For years I've maintained close ties with DeepTech research institutes and European startup ecosystems.

Solution-orientation and systems thinking are my drivers — combined with meaning and kindness. Hard problems are my daily bread.

RJ
In the background Rainer Jehl — project lead and commercial lead. He keeps client projects on the rails and quietly makes sure operations at NBaiT stay stable — and orchestrates all the things you don't see, but that make you happy.
LinkedIn
In our network

Who we bring in when it matters.

When a project needs more than Rainer and I can deliver alone, we pull in exactly the right reinforcements from a vetted pool of specialists — per project, not as headcount. Nobody gets a business card they don't need.

⚙️
AI engineers Specialised ML and LLM development — from prototype to production.
🎙️
Voice & conversational AI Voice callers, chat and WhatsApp bots, triage and routing systems.
👁️
Computer-vision specialists Image recognition, quality control, OCR, vision-LLM integration.
🧠
Psychologists Change support, adoption, working with fears and resistance.
🛡️
IT security & compliance Bridge into the CISPA and Fraunhofer SIT world for security and EU AI Act.
🎓
Trainers & coaches Team enablement, AI coaching for leaders and employees.
Contact

Let's talk.

No form. No account manager. No waiting.

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