Question 1

AI is hype. It'll be different in a year.

Accepted Answer

Tools change. The approach doesn't. You're investing in how to wire AI into your process, not in Claude Code specifically. When Claude Code becomes the next model and Figma MCP becomes whatever-MCP, the skill of wiring any AI into real work survives every tool cycle.

Question 2

Our team can learn on their own.

Accepted Answer

They can. But how many months while competitors ship with AI already? One enthusiast experiments, the other nine wait. A workshop gives everyone the same start in 1–2 days. Monday morning, the whole team is shipping.

Question 3

It's expensive.

Accepted Answer

One week of saved workflow time across a 10-person team pays for the whole engagement. Every week after is pure gain. Use the ROI calculator above to do the math with your team size and rate.

Question 4

We're not ready for this.

Accepted Answer

Discovery is half a day. Zero commitment. You walk out with a clearer map of your own process, a prioritized list of where AI actually helps, and a decision: proceed or stop. Worst case is a better understanding of your own workflow.

Question 5

Do you do this remotely or on-site?

Accepted Answer

Both. Discovery works on a video call, usually faster for the first session. Workshops are better on-site for 5+ people (shared energy compounds), but remote works when geography or schedules block in-person. Based in Poland, travel across Europe.

Question 6

What's the minimum team size that makes sense?

Accepted Answer

Discovery works for a single designer or a 15-person team. Same format, different focus. Workshops need 3 people minimum for group dynamics and cap at 15 (past that, hands-on feedback dies). Below 3, a 1:1 support plan is cheaper and faster.

Question 7

We don't use Figma or Claude Code. Is this still for us?

Accepted Answer

Yes. The approach works with any stack. Sketch, Framer, Penpot, Adobe for design. Claude, Cursor, Copilot for AI. What matters is wiring AI into the handoff points your team already has, not buying new tools.

Question 8

What happens to our data during the engagement?

Accepted Answer

Your files stay yours. During workshops we work inside your environment on your accounts. Nothing leaves your infrastructure. NDAs signed before discovery when legal requires it. AI prompts go through zero-retention providers (Claude API, Anthropic enterprise). Production data never touches tools that train on inputs.

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