Your demi AI Workshop
No basics seminar, no cash grab: we set up real AI workflows with you and your team. You walk out with a running tool, not an idea.
In a free, no-obligation discovery call we talk through your specific problem and find, together, the solution that fits your AI level.
Where AI delivers measurable value for you
Areas where you can put AI to work pragmatically and in a way that fits a mid-sized business.
IT
Make scattered knowledge from CRM, ERP, drives and email queryable: one question instead of a long search across many systems.
Business Development
Find and qualify new target markets and partners, without weeks of manual research.
Sales
Answer technical inquiries and quotes faster, with real product knowledge instead of empty phrases.
Marketing
Create product-specific, technical or creative content, multilingual and with no agency wait times.
Management
Scale expertise and secure knowledge: deploy AI precisely where it pays off measurably.
The four levels: the right fit for every department
Level
01The Assistant
Simple AI chat
One chat window. Upload a document, ask, iterate, with no setup at all. No prior AI experience needed: for your departments.
↳ Works with any common AI (e.g. Claude, ChatGPT, Gemini): no lock-in.
Strengths
- Ready instantly: no setup, everyone starts in seconds.
- Perfect for one-off tasks: summarize, draft, brainstorm.
Limits
- No memory: in the next chat you start from scratch again.
- Limited context: large or numerous documents overflow the window.
Level
02The Thinking Partner
AI projects
A project with lasting knowledge and fixed instructions that every chat shares. No prior AI experience needed: for your departments.
↳ Works with any common AI (e.g. Claude, ChatGPT, Gemini): no lock-in.
Strengths
- Lasting project knowledge: set it once, every chat uses it.
- Consistent behavior: fixed instructions keep tone and rules stable.
Limits
- Knowledge as a snapshot: documents go stale, no versioning.
- No access to real systems or repos: everything by copy-paste.
Level
03The Doer
AI in the code editor
The AI works directly in your repo: it reads and edits files, runs commands, uses Git and MCP tools. For your champions and power users.
VS Code
GitKI↳ Works with any common AI (e.g. Claude, ChatGPT, Gemini): no lock-in.
Strengths
- Works on real files: edits your repo, runs tests.
- Extensible via MCP: reads from and writes to real systems (e.g. CRM).
Limits
- Technical hurdle: a code editor, Git know-how and setup are required.
- Single-repo horizon: no shared knowledge across repos.
Level
04The Expert
Your company brain
One roof over many repos, finance, legal, marketing, ops, MCP servers, as a single navigable brain with memory and a full toolbox. The natural home for you in IT, or for your internal steward.
VS CodeGitKI↳ Works with any common AI (e.g. Claude, ChatGPT, Gemini): no lock-in.
Strengths
- One brain over everything: cross-reference finance, legal, marketing and ops.
- Full automation: MCP toolbox plus multi-repo orchestration.
Limits
- Highest setup effort: standing up repos, submodules, MCPs and access.
- You maintain it as steward: submodules, memory and access, a natural fit for IT.
A real team is mixed: the power user next to the beginner. That's why everyone works at their own level at the same time: the departments on the assistant, you and your champions on your own repo. We settle who works at which level in the discovery call.
Example flows
You build these workflows in the workshop on your own example: one per department, up and running, ready to take with you and roll out internally.
What you take away from the workshop
A ready-to-use setup
Your AI tools are set up and ready to go: you can start right away.
A finished workflow
Built on your real use case and usable immediately.
Templates & prompts
Reusable across the whole team: sharpened together in the office hours session and rolled out, so they get used and don't stay buried in a drive.
A clear rollout roadmap
You know which department runs which level and how IT brings the other departments along internally.
The workshop is the start, not the end.
A single 3-hour block on its own fizzles out, so we don't leave it there. Two to four weeks later we meet for an office hours session, sharpen your templates together and roll them out to the team. In between, you reach us in the async channel. That turns the workshop into a running setup, and the on-ramp into demi as your AI Operating System.
Office hours
2-4 weeks after the workshop: we sharpen your workflows.
Async channel
A direct line for the team when a workflow snags.
Bridge into the product
The seamless on-ramp into demi as your AI Operating System.
How it works
We start by giving you an overview of all four levels, then, depending on your team's needs, we dive deeper into the individual levels. Who works at which level and which levels fit which departments, we settle in the discovery call, along with how you carry it forward internally afterward.
Online
Fully remote: all you need is your computer.
3 hours
One compact block, online, with a short break.
Solo or in a mixed team
Up to 5 people per workshop.
On real examples
The four levels on cases from our own working day.
No one-way lecturing
You work on real cases on your own computer.
Hosted by Niklas Löckel · Co-Founder · demi