Making Tacit Knowledge Visible Through Stories and AI

Documenting and sharing tacit knowledge.

· Janne Ruohisto

Have you ever noticed how much valuable expertise and experience in your organisation lives only in people's minds — without anything being written down? Not even in Skillhive.

  • A seasoned expert solves a problem in a flash — but can't put the solution into words.
  • An experienced salesperson knows how to handle a demanding customer — but the knowledge doesn't spread, because it has never been written up as guidance.
  • A team has an insight — but the good practice doesn't spread, because nobody has time to document it.

This is tacit knowledge.

And it is everywhere.

Tacit knowledge is expertise based on experience, intuition and insight — knowledge that isn't recorded anywhere, yet guides us every day. It is like dark matter in space: invisible, but still responsible for holding everything else together.

Its significance for organisations is enormous.

Why tacit knowledge and sharing it matter so much

Sharing and using tacit knowledge is one of the most important — and often hardest to manage — factors in an organisation's success. It is critical to competitiveness and to the ability to create new knowledge and innovation.

Here are a few reasons to take sharing tacit knowledge seriously:

  1. Competitive advantage — Tacit knowledge is unique expertise that competitors cannot copy.
  2. Efficiency — Tacit knowledge is the practical know-how that makes everyday work run smoothly.
  3. Innovation and problem-solving — Tacit knowledge is the insight that takes problem-solving further than textbook knowledge.
  4. Skills development — New team members get up to speed faster when tacit knowledge is available.
  5. Retirement — Experience-based knowledge doesn't disappear when people retire, as long as sharing it has been taken care of.

But how do you share something that is, by definition, tacit?

Stories are one of the best ways to share tacit knowledge

There are several ways to share tacit knowledge. Most commonly it is shared on the job — by working together, sharing experiences and solving problems together. Pair work and teamwork are effective ways for tacit knowledge to transfer.

These methods, however, depend on people being in the same place at the same time, or working in close collaboration. Tacit knowledge then easily stays in silos and doesn't spread more widely within the organisation.

Today, as more and more work is done remotely and in distributed teams, the traditional methods aren't always even available.

The answer lies in combining storytelling and digital platforms, which together make it possible to share tacit knowledge across time, place and team boundaries.

Stories are one of the most effective ways to convey tacit knowledge. When people tell their own experiences, shared understanding, emotion and insight emerge — exactly the kind you won't find in a manual.

The STAR method, often used to identify skills, helps structure stories. It works well for unpacking all kinds of learning experiences:

  • Situation — What was the situation?
  • Task — What was my task?
  • Action — What did I do?
  • Result — What came of it?
  • + Learning — What did I learn, and what will I take forward?

This simple structure makes tacit knowledge visible and shareable.

Skillhive + star moment stories = an ecosystem for tacit knowledge

Storytelling doesn't belong only to coffee breaks. It can also be digitally facilitated and communal.

On the Skillhive platform, anyone can set up a star moment swarm: a small group where people share experiences on a particular theme using the STAR structure. A swarm can be general and open to all star moment stories, or focused on a narrower topic, such as "How did we manage to exceed the customer's expectations?"

Skillhive's interface makes taking part easy:

  • Creating a star moment swarm from a template takes a single click.
  • The swarm's founder can invite the right people based on expert profiles and Skillhive's recommendations.
  • Participants get a guided structure for telling their own story.
  • Stories can be written — and in future also recorded as audio or video.
  • And simply reading other people's stories teaches a lot.

AI as support in building shared understanding

As stories accumulate, processing and analysing them can become heavy. This is where AI is an invaluable partner.

When stories can be given to AI for analysis, it can:

  • Identify recurring themes, existing expertise and learning needs
  • Distil and make visible the learning that happens in everyday work: what did these experiences teach us collectively?
  • Help understand which direction it makes sense to develop in together

Summary: turning tacit knowledge into a strategic asset

Tacit knowledge is not just experience living in an individual's head. It can be the organisation's most important renewable resource — if it is identified, shared and used.

  • Stories make tacit knowledge shareable.
  • Digital platforms make telling and sharing stories easier.
  • AI helps you see what a single story doesn't yet reveal.

The method is tried and tested. If you're interested, get in touch — we can help you adopt this approach and method in your organisation too.