Concept Idea – Preserving, Sharpening and Making Knowledge Usable

Fri, 17 Apr 2026 08:00:00 +0200

Preserving, Sharpening and Making Knowledge Usable

How an AI-Supported Knowledge Management Process Cushions the Skills Shortage – and Simultaneously Lays the Foundation for Reliable AI

The Silent Crisis in Our Organizations

The skills shortage is no longer an abstract future topic – it is everyday reality. Government agencies, utilities, industrial companies, and mid-sized businesses already feel how difficult it has become to fill open positions. And the situation is getting worse: Germany’s Federal Statistical Office expects that over the next 15 years, roughly 13.4 million members of the workforce will reach the statutory retirement age¹ – far more than will be replaced through training, career changers, and immigration. The German Economic Institute also points out that many employees leave the labor market earlier than planned² – meaning knowledge loss often arrives faster than workforce planning anticipates. The Institute for Employment Research (IAB) also emphasizes that even with high immigration, Germany’s labor force potential will shrink noticeably in the coming years³. The digital industry association Bitkom sees AI as the decisive lever to maintain productivity despite the shortage of skilled workers – and regularly quantifies the resulting value-creation gap in the tens of billions⁴.

AI on Niels Ophey

Concept Idea – Preserving, Sharpening and Making Knowledge Usable

Preserving, Sharpening and Making Knowledge Usable

How an AI-Supported Knowledge Management Process Cushions the Skills Shortage – and Simultaneously Lays the Foundation for Reliable AI

The Silent Crisis in Our Organizations