How Aikando turns expert know-how into AR guidance

The Invisible Asset: Tacit Knowledge on the Shop Floor

In any modern manufacturing plant, there is a hidden treasure that doesn't appear on any balance sheet. It is the years of experience, the subtle tricks, and the muscle memory of your senior operators. This is what the famous philosopher and scientist Michael Polanyi defined as tacit knowledge (or "silent knowledge"). Polanyi famously summarized it in a single sentence: "We know more than we can tell."

It is estimated that written, documented knowledge constitutes a mere 10% to 20% of a human being's total expertise. The rest lies in how an expert grips a tool, how they listen to the hum of a machine to detect a fault, or the precise angle at which they align a component. Unfortunately, standard industrial digitalization has focused almost entirely on the visible 10%. Artificial Intelligence and traditional enterprise software are built around structured text and database entries, leaving a massive gap when it comes to the real, hands-on work on the factory floor.

When a highly skilled operator retires or leaves the company, they don't just leave an empty seat—they carry away a portion of the factory's operational excellence. Without a way to capture this silent expertise, companies face a constant cycle of quality escapes, long onboarding times, and costly operational friction.

Why Traditional Manuals Fail on the Factory Floor

For decades, the standard response to the challenge of knowledge transfer has been the paper binder. We are all familiar with them: thick, dusty, grease-stained binders sitting on a shelf near the workstation. They are packed with technical jargon, complex CAD schematics, and walls of text.

In a fast-paced manufacturing environment, these traditional instructions fail for several critical reasons:

• They tell "what" but do not show "how": A text-based instruction can describe a step in detail, but it is always open to interpretation. Two operators reading the same sentence may perform the task differently, leading to variations in quality.
• Rapid obsolescence: Manufacturing processes are dynamic. Engineering changes happen constantly. Updating a paper-based instruction, printing it, obtaining approvals, and distributing it across the shop floor is a slow, expensive process. As a result, manuals are often outdated the moment they are printed.
• High cognitive load: New workers, especially in a high-turnover environment, are overwhelmed by technical jargon and long manuals. This slows down their onboarding and increases the likelihood of stressful, costly errors.
• No feedback loop: Traditional manuals are a one-way street. There is no easy way for an operator to report an issue or suggest a better, safer way of performing a task.

To stay competitive in the era of Industry 4.0 and 5.0, manufacturers must move from static documentation to interactive, live learning.

The Aikando Approach: Knowledge in Action

This is exactly where Aikando steps in. Developed by CAPTiX, Aikando is a modern ‘Connected Worker’ like training platform designed to turn the silent know-how of your best people into interactive, visual guidance in a matter of minutes.

We designed Aikando around a single, powerful conviction: creating digital instructions should be as easy as recording a video. You do not need a software developer, a graphic designer, or a video editor. The expert on the floor is the content creator.

By leveraging Augmented Reality (AR) glasses and mobile devices, Aikando enables Just-In-Time Learning. Instead of classroom training weeks before a task, or reading a manual while trying to hold tools, operators receive clear, visual, step-by-step guidance directly in their field of view, exactly when and where they need it.

The Core Philosophy of Aikando: We do not replace the human worker; we empower them. By turning tacit knowledge into interactive, hands-free video guidance, we bridge the gap between human expertise and digital precision, making "Knowledge in Action" a daily reality on your shop floor.

How It Works: From Recording to Learning in Three Steps

The beauty of Aikando lies in its simplicity. The platform streamlines the entire knowledge transfer process into three highly intuitive stages:

1. Record & Capture

The expert operator puts on the AR glasses and performs the task at their workstation. As they work, the camera records the exact actions from their perspective. They do not need to write anything down; they simply explain what they are doing out loud. The system captures the natural movement, the specific grip, and the voice context in real time.

2. Play Anywhere

Within minutes, Aikando’s AI-assisted platform compiles the recording into clear, interactive, step-by-step instructions. These are made available instantly across the enterprise. Operators can access them hands-free on AR glasses, following the video steps at their own pace, or view them on mobile tablets and smartphones directly at the workstation.

3. Continuous Improvement (Kaizen)

Processes are never static. Aikando makes updating instructions incredibly simple. If an operator discovers a more efficient or safer way to complete a step, the change can be recorded and updated instantly. This continuous feedback loop ensures that your factory’s standard operating procedures are always up-to-date and constantly improving.

The Impact: Transforming Your Operational KPIs

By standardizing and digitizing expert know-how, Aikando delivers rapid, measurable results across your manufacturing operations:

• 70% Faster Onboarding: New employees no longer require constant supervision from senior staff. They can learn independently on the line, guided by the virtual presence of your best expert.
• Zero-Error Quality: By showing the exact movement instead of text, Aikando eliminates guessing. Interpretive errors disappear, leading to a dramatic reduction in quality escapes.
• Secured Operational Know-how: Your factory's most valuable intellectual property—the practical skills of your team—is digitized and safe, ensuring business continuity even during staff rotations.

Are you ready to unlock the silent knowledge of your workforce and take your shop floor to the next level of efficiency? Contact us today at info@captix.eu to schedule a live demo of Aikando.