Edge-AI consulting — from architecture to IP block
We support product and chip manufacturers from the architecture decision to the integration of the Vexon-1 IP block. Plus IT and digitalization consulting for SMEs and the public sector: AI integration, automation, sovereign infrastructure with local language models.
Edge-AI consulting
We assess your workloads, latency and energy budgets and show the realistic path to running AI directly on the device — GDPR-compliant, without the cloud.
- Workload & feasibility analysis (sensors, vision, language models)
- Architecture and hardware selection for edge deployments
- Honest assessment: what works today, what the roadmap adds
IP-block consulting
Want to integrate an NPU block into your own chip design? We advise on embedding Vexon-1 via the standard AXI4 interface — from specification to verification.
- Integrating the Vexon-1 NPU block into your SoC (AXI4)
- Licensing and IP model tailored to your product
- FPGA-proven RTL base, auditable European IP
A large partner network
What the core team does not cover, the network does: we connect you with the right partners for design, manufacturing, software and integration — including software companies that can take over development when needed.
- Access to specialised design and engineering partners
- End-to-end: from concept through prototype to production
- One point of contact, one coordinated team
- Software development on request: partner companies handle implementation, integration and maintenance
Established partnerships
Established partnerships in the semiconductor industry and the software sector support every project — from first assessment to production.
- Semiconductor industry: chip design, IP commercialisation and integration
- Software sector: AI stacks, tooling and applications
- Rooted in the German and European value chain
IT & Digitalization Consulting
AI belongs inside your existing IT — not next to it. We advise SMEs, public administration and social organizations in the Stuttgart region and beyond: from AI integration into existing systems and process automation to sovereign infrastructure with local language models.
- AI integration into existing IT landscapes (CRM, DMS, Microsoft 365)
- Process automation and workflow digitalization
- Sovereign AI infrastructure: local language models instead of cloud lock-in
IT infrastructure & operations
Before AI can run, the foundation has to be right. We advise on servers, network and storage, compare cloud, hybrid and on-premise, and set up operations so they hold up in daily use.
- Architecture and selection: servers, virtualisation, containers, network, storage
- Cloud, hybrid or on-premise — compared on cost, data protection and dependency
- Hardened operations: access rights, monitoring, backup and recovery
- Local language models on your own hardware: sizing and safe operation
Established partnerships in semiconductors & software
NeuroVexon is at home in two worlds — semiconductors and software — and connects both into an end-to-end edge AI value chain.
Semiconductor industry
From chip design and IP commercialisation to SoC integration: we speak the language of hardware and bring the right partners to the table.
Software sector
From our own software heritage we know AI stacks, tooling and integration — so the IP block doesn't sit in a vacuum but runs in a real product.
Training & certificate courses
We pass on what we do every day: understand, decide, build and take responsibility for AI — vendor-neutral, hands-on, with a hardware background. For companies, associations and training providers.
AI System Owner (IHK) — from AI tool to your own system
From someone else's tool to your own AI system: you don't program — you commission, decide and sign off, like the owner of a building project. Ten modules from how AI works through law, architecture and cost to governance and roll-out. A building block for the AI literacy required by the EU AI Act (Art. 4). Held in German.
- •Starts 9 November 2026 · second run from 15 February 2027
- •60 teaching units in 10 modules · 15 mornings, Mon + Fri 8–12 · online
- •No technical background needed, no programming
- •Concludes with the IHK certificate “AI System Owner (IHK)”
- •Lecturers: Serkan Bicen, Johann Dürr
Price, registration and organisation via the IHK-Bildungshaus.
Registration & questions
Bettina Bosch
IHK-Bildungshaus of the Stuttgart Region IHK
Free 30-minute info webinar planned — date to follow.
Compact IHK Day Seminars
Two topics, two mornings each (9:00–12:15) at the IHK-Bildungshaus of the IHK Region Stuttgart. Registration directly via the IHK (held in German).
AI-Powered Process Optimization for Office & Procurement
Relieve routine office and procurement processes with AI: compare offers, check documents, speed up correspondence — legally sound and with a clear view of what you may entrust to AI.
- •24 + 26 November 2026
- •16 + 18 March 2027
AI in the Public and Social Sector
AI relief despite the strictest data-protection requirements: documentation, applications and communication — from anonymization to models that never leave the building.
- •3 + 8 December 2026
- •20 + 22 April 2027
Free self-assessments
Where does your organisation stand on digitalisation and AI? Find out yourself in 10 to 20 minutes. The checks can be filled in on screen and add up the points automatically, or you print them and tick the boxes. Free, no sign-up.
Compact check
The quick self-test for any sector: processes, AI in use, data responsibility, people.
Download PDF ↓Business and SME
For industry, trade and services: processes, data protection, automation and organisation.
Download PDF ↓Public sector and administration
For authorities and municipalities: records, reporting duties, AI guidelines, staff.
Download PDF ↓Social services, care and youth welfare
For organisations with sensitive data: documentation, confidentiality, relief through AI.
Download PDF ↓IT infrastructure and operations
For technical leads: architecture, data storage, readiness for AI workloads, maintainability.
Download PDF ↓All checks are PDFs in German. Send us your result and we will go through it together in a first conversation — at no cost.
Corporate training — in-house or online
AI — what is allowed and what is not?
Working with generative AI on safe legal ground: EU AI Act for SMEs, labelling obligations, data protection and copyright on real cases — with a checklist “allowed / with labelling / off-limits”.
AI content training for technical companies
Day 1: use it productively — turn specifications into customer benefit, international markets, recruiting, hands-on workshop on your own case. Day 2: take responsibility safely — AI Act in practice, sensitive data and NDAs, sovereign alternatives, your own one-page AI policy.
AI in the public and social sector
Where AI genuinely relieves documentation, official notices and client communication — and where it does not. Framework of AI Act, social data protection and GDPR, human final decision, local options.
AI-supported process optimisation in office and procurement
Find and prioritise time sinks, e-mails, minutes and document comparison, focus on procurement: offer comparison and tender documents — from single trick to reusable workflow.
All formats for up to 16 participants — online, on site or in-house. Work happens in a sandbox without real company data. Legal content is orientation, not case-specific legal advice. Conditions on request.
Your lecturer
Serkan Bicen, founder of NeuroVexon, himself an IHK-certified AI Manager (IHK Stuttgart, 2026) and lecturer for the IHK-Bildungshaus of the Stuttgart Region IHK. A career changer from social work, today a chip designer: with his team he has taken an in-house NPU design all the way to hardware proof on FPGA — which is why he explains AI from the hardware to the application, without buzzwords.
Request training →Let's talk about your edge project
Feasibility check, IP integration or partner search: describe your project — we reply in confidence.