AI-powered knowledge retention

What happens when your most experienced employee doesn't come in tomorrow?


Over 60 % of critical knowledge exists only in people's heads. We capture it through structured interviews, run by people and supported by AI. A few hours of your experts' time, with initial results in 3–7 weeks.

13.4M
employees in Germany alone will reach retirement by 2039
German Federal Statistical Office, Microcensus 2024
>60%
of experience-based work knowledge is undocumented
Fraunhofer IPK/IFF, ProWis Study 2008
42%
of knowledge is held by only one person
Panopto Workplace Knowledge Study 2018
Our Solution

Structured interviews. Led by humans. Powered by AI.

We capture the knowledge in your experts' heads, preserve it in a structured knowledge base, and connect it to your existing documentation. The result is one coherent, always-accessible source of knowledge instead of yet another silo.

6–12 hours of interview time for your experts instead of weeks of self-documentation
~70 % of critical decisions are left out in self-documentation structured interviews capture them
01

The Method

Applied Cognitive Task Analysis (ACTA), the gold standard for tacit knowledge. Captures the “how” and “why” behind expert decisions.

Proven at

  • NASA: Mission-Critical Knowledge Capture
  • US Military: training of pilots and military technicians
  • Medicine: surgical training programs

Historically, the effort for preparation, transcription, and post-processing was very high. ACTA therefore only became established in high-stakes applications.

At KRS, we've evolved ACTA: humans conduct the interviews, AI handles transcription and structuring. The result: faster, more affordable, and because humans and AI each do what they do best, higher quality.

Integrating existing knowledge: we don't start from scratch. We pull in your existing documentation and merge it with what comes out of the interviews, surfacing any contradictions between what the documents say and what the experts tell us.

02

Humans + AI

Our AI assistant analyzes interviews, identifies knowledge gaps, and generates targeted follow-up questions. Secure and GDPR-compliant.

The AI handles

  • Automatic transcription: no detail is lost
  • Automatic structuring according to the ACTA schema
  • Gap analysis between sessions: “the reasoning behind this is still missing”

The interviewer can concentrate fully on the expert. No note-taking, no worrying about structure, just full focus on the right questions.

The result: deeper conversations, more complete documentation, and questions a human alone would have missed.

Data security: GDPR-compliant, and on request our system runs entirely on your own infrastructure.

03

The Results

Expert knowledge that stays put: as onboarding material for your team, as a data foundation for your AI.

For your team

  • Training guides for fast onboarding
  • Decision trees for critical situations
  • Real-world case studies from everyday work

For your systems

  • Structured knowledge base for your document management
  • Integrates directly into your AI solution (RAG, Copilot, Chatbot)
  • Open formats: Word, Markdown, HTML

Don't have an AI solution in place yet? We're happy to help you build one or deliver a ready-made expert chatbot.

The Process

Results in 3–7 weeks

Three clearly scoped phases. Instead of weeks of manual documentation, your experts invest just a few hours.

1
1–2 WEEKS

Scoping

Together we define scope and goal: which knowledge, for whom, in what form?

Details

What we define together

  • Which knowledge is involved, and what is its scope?
  • Who are the experts: one person or several?
  • What is the goal: onboarding, AI knowledge base, both?
  • Who is the target audience for the processed knowledge?

We also check which documentation already exists across your systems and can be integrated, along with your data protection and processing requirements.

The result: a clear project plan and an interviewer who speaks your technical language.

2
1–3 WEEKS

Interviews

Structured conversations across several sessions. We capture not just the what, but the how and the why: real context, not scattered facts.

Details

The three-part approach

  • Capture breadth: map all knowledge areas
  • Explore depth: dig deeper on critical topics
  • Close gaps: what happens when X is unavailable?

Each session lasts 60–120 minutes, focused but not exhausting.

After each interview: immediate consolidation and linking with the existing knowledge network. This lets us prepare the next conversation precisely.

The expert only has to answer. We lead, document, and structure.

3
1–2 WEEKS

Processing

Final structuring and delivery in formats that fit your systems.

Details

For your team

  • Onboarding guides for new employees
  • Decision trees for critical situations
  • Checklists for recurring tasks

For your systems

  • Structured knowledge base (Markdown, HTML, Word)
  • Integrates directly into your AI solution
  • Or: we deliver a ready-made expert chatbot

Together we make sure the knowledge arrives where it's needed.

The Team

Engineers and entrepreneurs who understand your business

Three founders with backgrounds in both industry and entrepreneurship. We know how knowledge works inside a business, how it gets lost, and how to make it accessible again.

Marco Karber

Managing Director

Marco Karber

Co-founder and Managing Director of a plant engineering company. Engineer and business economist.

Dr. Eugen Neu

Managing Director

Dr. Eugen Neu

25 years of IT/AI experience. 9 years at a global industrial group, where he scaled 50+ AI projects. PhD engineer.

Andreas Kupke

Partner

Andreas Kupke

Co-founder of Finanzcheck.de (exit to Scout24 AG). 10+ own ventures and investments in 40+ companies such as 1KOMMA5°, Isar Aerospace, LiveEO. Focus: deep tech and industrial SMEs. Engineer.

Ready to secure your knowledge?


Let's talk about how your company can preserve the critical knowledge of your experts and leaders, and put it to even better use. Send us a short email and we'll get back to you right away.

info@krs-gmbh.de