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The 'How-to' Knowledge Gap: Why Production Knows WHAT to Do, but Not HOW

Every manufacturing company has systems that assign tasks. But almost none have a system that shows how these tasks should be performed correctly. This is where the greatest knowledge gap in production arises.

The Problem Nobody Talks About

ERP, MES, shift schedules, work orders – German SMEs invest millions in systems that tell their employees what to do. Which machine needs to be converted. Which order comes next. Which batch needs to be tested.

But what happens when a new employee stands in front of the machine and doesn't know how to set it up correctly? What happens on the night shift when the one person who knows the process isn't there – sick, on vacation, or long gone to another company?

The answer is almost always the same: improvisation is required. Someone gets called. Or the process comes to a halt.

This gap between what and how is what we call the “How-to" Knowledge Gap. And it costs companies more than most realize.

System of Record vs. System of Action

In the IT world, there has been a distinction for years between Systems of Record (systems that store data and document processes) and Systems of Action (systems that empower people to act correctly).

In manufacturing, it looks like this:

System of Record

System of Action

Tells what needs to be done

Shows how to do it correctly

ERP, MES, shift schedule

Video tutorials, training, checklists

Data & orders

Knowledge & competence

Present in almost every company

Digitized in almost no company

Most companies have long mastered their Systems of Record. But the knowledge of how tasks are performed correctly, safely, and efficiently is stored in the minds of individual employees – making it extremely fragile.

Why This Gap Is Becoming Critical Right Now

Three megatrends are dramatically exacerbating the "How-to" Knowledge Gap:

1. Skills shortage and high turnover

Manufacturing companies experience turnover that makes it impossible to pass on knowledge solely through personal onboarding. When experienced employees leave, they take their process knowledge with them – irrevocably.

2. Linguistic diversity on the shopfloor

Many manufacturing companies employ workers from 15, 20, or even more language groups. Traditional training materials in German simply do not reach a large part of the workforce. The "how" must be conveyed in the language that is understood.

3. Increasing compliance requirements

Whether IFS, ISO, or industry-specific audits, companies increasingly need to prove that employees have been properly trained. "Peter showed Stefan once" is no longer sufficient as documentation.

What the Gap Really Costs

The "How-to" Knowledge Gap rarely appears as a single major incident. It is a creeping productivity killer:

  • Longer onboarding times: New employees need weeks instead of days because knowledge is passed on verbally and unsystematically.

  • Repeated mistakes: Without standardized instructions, the same mistakes happen again and again – with every new person, with every shift handover.

  • Downtime: When the "key person" is not accessible, the line stands still. Or improvisation happens – posing risks to quality and safety.

  • Audit risks: Missing training records can lead to deviations in audits, endangering customer relationships.

Calculation example: A manufacturing company with 200 employees and 20% turnover must onboard 40 people annually. If each onboarding takes just one week longer than necessary, over 200 workdays of productivity are lost – per year.

The Solution: Making Process Knowledge Visible and Accessible

The good news: The "How-to" Knowledge Gap can be closed – without months-long documentation projects or external consultants.

The key lies in a video-based approach:

  1. Record instead of write down. A foreman shows in front of the camera how a process is correctly performed. No script, no film crew – just capturing the real know-how.

  2. AI-supported processing. The recording is automatically divided into logical chapters, edited, and subtitled – without manual editing.

  3. Translate into all languages. Through AI dubbing, the tutorial is available in over 30 languages – so every employee understands it.

  4. Derive training and checklists. Trainings with comprehension tests, step-by-step checklists, and versioned work instructions are created from a video – ready for the next audit.

The result: The knowledge that previously only existed in the heads of individual experts becomes a digital corporate asset – accessible to everyone, in every language, around the clock.

From Head Knowledge to Corporate Knowledge

The "How-to" Knowledge Gap is not a technology problem. It is a prioritization problem. Companies have invested for years in systems that manage data. Now it's time to invest in systems that empower people.

Because in the end, it is not the ERP that decides the quality of your products. It is the hands and minds of your employees on the line. And they deserve tools that show them how to do it right.

Kraka is the platform that makes process knowledge in manufacturing visible, accessible, and scalable. From video recording to AI translation to auditable training – everything in one solution. Learn more at gokraka.com.

Johannes Oel

Founder and MD

Speak with

our Managing Director.

Johannes Oel

Founder and MD

Speak with

our Managing Director.

Johannes Oel

Founder and MD

Speak with

our Managing Director.

Kraka

Empower every employee to master any task.

Unternehmenssicherheit

GDPR-compliant

Made in Germany

© 2025 Kraka Technologies GmbH. All rights reserved.

Kraka

Empower every employee to master any task.

Unternehmenssicherheit

GDPR-compliant

Made in Germany

© 2025 Kraka Technologies GmbH. All rights reserved.

Kraka

Empower every employee to master any task.

Unternehmenssicherheit

GDPR-compliant

Made in Germany

© 2025 Kraka Technologies GmbH. All rights reserved.