Knowledge scattered. Time lost. Risk high.
01Knowledge in silos
Spread across folders, teams, and people's heads. Every search costs time. Every answer depends on the one person who happens to know.
02Onboarding takes weeks
New colleagues need weeks to get productive, and their questions land on your senior people while the support queue grows.
03Key-person risk
Decisions hang on a few senior heads. When they are on holiday or leave the company, the knowledge stops with them.
04Fear of an uncontrolled chatbot
An AI assistant with no access rules pushes confidential information to everyone. That is a data-protection and compliance risk you cannot accept.
05Audit uncertainty
During an audit it is unclear which process version applies, and outdated instructions surface at the worst moment.
Secure. Auditable. Productive from day one.
One assistant that answers from your own knowledge, governed from the start. Here is what we build.
Role-based access control
Only the right groups see the right knowledge bases. Admins, departments, and reviewers, each with defined rights.
Auditable access
Full logging of every query and every import. Audit-safe, so you can show who accessed what and when.
Answers from your data
With RAG, the assistant finds answers in your own knowledge base, not in one person's memory. In seconds.
MCP integration
A secure connection to your internal systems and external APIs. Your data stays where it belongs.
Faster onboarding
New employees are productive in days, not weeks, because the answer is one question away.
EU-hosted, GDPR-compliant
Data stays in your environment or in the systems you approve. Nothing leaves Europe.
Senior engineers, EU standard.
Founder-led senior delivery by Timur and Marijan. Hands-on, not a reseller. Over 10 years building and running production systems. EU-hosted and audit-safe by design, with German engineering standards and your data in Europe.
Founder-led delivery
Timur and Marijan on the build itself. The people you scope with are the people who ship.
10+ years in production
Real production systems, run under load, not slideware. Hands-on, never a reseller.
Senior engineers only
No juniors handed the work. The people you scope with fix the code.
Made in Frankfurt
German engineering standards, EU-hosted and audit-safe by design.
From scattered knowledge to trusted answers, in 8 weeks.
One conduit, four stations. We start where answers are slowest and wire your sources into a governed assistant.
- WK 1-2
- WK 2-4
- WK 4-6
- WK 8 · LIVE
Start with your top use cases
Onboarding, support, and decision support. We find where answers are slowest today and import your existing knowledge sources.
Connect knowledge and systems
RAG over your knowledge base for the answers, MCP for your internal systems and external APIs. Your data stays where it belongs.
Set up governance
Role-based access so only authorized groups reach a given knowledge base, plus full audit-safe logging of every query and import.
Go live in 8 weeks
EU-hosted, GDPR-compliant, and productive on your top use cases. Your team starts finding answers from day one.
Not a risk. A productivity lever.
Role-based and audit-safe by design. So an internal AI assistant becomes the thing your IT and compliance teams can sign off on, not the thing they have to block.
No uncontrolled chatbot leaking confidential data. Every query is scoped by role and logged, so what someone can ask is exactly what the person is allowed to see.
What this looks like in practice.
A modeled mid-sized Maschinenbau company in DACH.
Illustrative example, not a client result.
You see exactly what's possible first, then decide. No pressure.
Get the full offer document, then book a strategy check.
Tell us where to send it. You get the complete scope, the 8-week rollout, the governance model with RBAC and audit logging, the MCP integration, and the calendar to book a 20-minute strategy check, right here.
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Built for the DACH Mittelstand.
A precise fit, not a broad pitch. This is for established mid-market companies with real knowledge density, internal IT, and the readiness to invest in governed AI.
250 to 2000 employees
Mittelstand with real knowledge density and real compliance requirements.
Knowledge-intensive B2B in DACH
Mechanical engineering, industry, consulting, pharma, financial services.
Established and ready to invest
Clear investment readiness for strategic digitisation, not a pilot for the sake of a pilot.
An IT department and high data-protection requirements
Internal IT for governance, GDPR, and audit-safe operations already in place.
Decision-makers: IT lead, operations, MD
The people who own both the productivity gain and the compliance sign-off.
What IT and compliance ask first.
Where does our data live?
EU-hosted. Your data stays in your own environment or in the systems you approve, and nothing leaves Europe. The whole setup is GDPR-compliant.
How secure is access?
Access is role-based. Only authorized groups reach a given knowledge base, and every query is logged audit-safe. You define who sees what, down to the group.
How does it integrate with our existing systems?
Through RAG for your knowledge and MCP for your internal systems and external APIs. We import your existing sources, so the assistant answers from what you already have.
How long does the rollout take?
Productive in 8 weeks. We start with your most important use cases, so you see value before the full rollout is finished.
Can it invent answers or pull from outside our approved sources?
No. The assistant answers from the sources you import and approve, and it cites where an answer comes from. It does not make things up or reach into data you have not connected.
How does it handle audit and compliance?
Full logging of every query and every import, audit-safe. During an audit you can show which version applied and who accessed what, without reconstructing it after the fact.
Get the offer document, then book a strategy check.
For qualified companies. A working session, not a pitch.