AI Context Mapping
- —Map an organisation's dark context
- —Understand why updated context is key
- —Build AI memory and keep it relevant
Your AI doesn't know how your organization works. For most, it has read the internet but none of the meeting notes. That is why the answers come back confident, generic and slightly wrong. This one-day course covers the missing half: where your organization's knowledge actually sits, how to turn it into context AI can use, and how to keep it current.
- Format
- Daytime
- Fee
- SEK 7 920 (excl. VAT)SEK 9 900 (incl. VAT)Show prices in≈ (excl. VAT)≈ (incl. VAT)This price is an estimate
Local VAT may apply, read more.
The currency converter offers an estimate. Final amounts may differ.
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→ DATE: Thursday 8 October 2026
→ TIME: 9:00 - 16:00 (Welcome gathering at 08:30)
→ LOCATION: Delta Campus, Neukölln, Berlin DE
Many AI trainings teach you to write better prompts. This one starts a step earlier: the material the model works from. Every organisation runs on knowledge that was never written down. It sits in the head of the person who has been there twelve years, in a chat thread nobody can find, or in a document that was true two years ago. An AI model cannot reach any of it.
There are different kinds of missing context and each kind has a different fix. Knowledge nobody has said out loud is not the same problem as knowledge that was written down and lost, or knowledge that is simply out of date. The day is built on the MethodKit method: physical cards on the table, structured conversation in small groups, and a named output at the end of every exercise. The result, a clear mapping of your organisation's dark context - what an organisation knows but has never written down, the situated context a general AI model cannot see.
You work on your own organisation throughout the day, mapping where context lives, what is worth capturing and what needs to stay current. You bring a real problem. You leave with a context map: your own organisation laid out, the dark corners marked, and an order you can work through.
What you'll leave with:
- Map the context your organisation holds, and see where it is missing.
- Identify different types of missing context and how to address them
- Learn how to identify and capture dark context
- Decide what is worth capturing – and what is not
- Set a cadence for keeping context relevant and up to date
- Brief AI tools on your own organisation, rather than the average of the internet
- A context map of your own organisation – a practical tool you can continue to work with
This course is for people who have already used AI properly, hit the ceiling, and suspect the problem is not the tool. Communication leads, managers, strategists, consultants, operations people and founders. This course is suited to anyone who is expected to answer for how AI gets used in their organisation.
For this course, you will need a laptop and a paid AI assistant subscription (ChatGPT Plus or Claude Pro). Physical MethodKit cards will be provided for you to use during the workshop.
- Subject
- Creativity & Design
- Level
- Professional
- Format
- Daytime
- Language
- English
- Fee
- SEK 7 920 (excl. VAT)SEK 9 900 (incl. VAT)Show prices in≈ (excl. VAT)≈ (incl. VAT)This price is an estimate
Local VAT may apply, read more.
The currency converter offers an estimate. Final amounts may differ.
- Course Dates
This course takes place on Thursday, October 8, 2026 at Delta Campus, Neukölln, Berlin DE.
We’ll start with a welcome gathering at 08:30, followed by the course from 09:00–16:00. Lunch is included.
Do I need any prior knowledge?
This course assumes prior experience with AI tools. You should be comfortable using tools such as ChatGPT, Claude or Gemini for professional tasks.
Course fee
Fee excl. VAT
7 920 SEK
Fee incl. VAT
9 900 SEK
Local VAT may apply, read more . The currency converter offers an estimate. Final amounts may differ.
Additional Information
By clicking "REGISTER" on this page, you take your first step towards enrolling in the course. At this point, there are no financial commitments. If your profile and experience align with the course requirements, you will receive an enrollment offer. Only after accepting your place will you be asked to provide invoicing details. Invoices are issued once the minimum number of participants have been enrolled and the course is confirmed to run.
FAQ
You'll find answers to the most frequently asked questions here.
Course Directors
Andriy Zhukov
Andriy Zhukov is the co-founder of Dark Context. He has spent his career building systems that capture what people never stop to write down: first developer at Toca Boca, interim CTO of a connected-hardware company, and a biking app built around a motion model he trained himself, because nobody presses record. At Dark Context his side is the product: he designs and builds the capture tools, the agents, and the systems that keep knowledge current instead of letting it rot into a wiki nobody reads. He is based in Stockholm.
Ola Möller
Ola Möller is the founder of MethodKit and co-founder of Dark Context. He works where systems thinking, design and facilitation meet, building card-based tools that give teams a shared language for complicated work. With DW Akademie he built tools that help newsrooms around the world make sense of AI, and with UN Habitat he built a programme where young women shape the planning of their own neighbourhoods. He is based in Stockholm.
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Questions about the course?
Contact us if you have any questions!
