For consultancies, agencies & infrastructure providers
I collaborate with firms whose clients are asking for practical AI systems: private RAG, document workflows, customer-channel automation, production hardening, and deployment on infrastructure the client controls. I can work as a named specialist, alongside your team, or quietly in the background, in German, English, or Spanish.
You advise, sell, host, or integrate systems, and now a client needs someone to turn the idea into a working private AI system.
Your client requires on-prem, private, or GDPR-conscious deployment, and a generic cloud setup is off the table.
A promising pilot is stuck on the way to production and needs hardening, evaluation, and a path to reliability.
You need a technical voice in a pre-sales meeting to scope honestly and win the client's confidence.
I collaborate around your client relationship. The terms are designed so you can bring me into client work without turning the relationship into a risk.
I can work as a named specialist, alongside your team, or quietly in the background, whichever fits the client relationship.
I sign a written commitment never to approach your client directly, so the relationship stays yours.
I treat confidentiality and data-processing agreements as the starting point, not an afterthought.
I work through SSH or VPN on the end client's own infrastructure, with no confidential data copied off-site.
Your team receives documented architecture, decisions, and operations so the system stays yours to run.
Internal knowledge assistants and retrieval systems that answer from the client's own data and cite their sources.
Document intake, extraction, and triage pipelines, including OCR for scanned and mixed-media inputs.
Observability, restartability, and evaluation so a pilot becomes a system a team can rely on and maintain.
WhatsApp and chat automation that handles real customer conversations across languages.
Open-source model serving, latency, cost, and GPU optimization when private deployment economics matter.
Live demo
Private company-knowledge AI, running on synthetic data with a citation for every answer. Point to it in pre-sales to make private RAG concrete, with no login and no email gate.
Details are anonymized to respect client confidentiality. Both ran inside infrastructure the end client controlled.
Public sector delivery
Customer-channel automation
On request, for defined delivery work where you need technical implementation capacity by the day.
4–8 days per month of reserved capacity, so you can promise clients a reliable specialist resource.
A paid scoping engagement to support fixed-bid proposals with a realistic architecture and estimate.
A free 30-minute call to check whether a specific project is a fit before anyone commits.
Next step
Tell me what your client is asking for, where the project stands, and what kind of implementation depth would help. In 30 minutes we can usually tell whether collaboration makes sense.