Ship AI products people actually trust.
Planning canvases and scores for design and product teams building AI. Plan what users will need next, measure whether they trust it, map who is in front of it, and design for the EU AI Act.
Free to start. No card.
Seven dimensions of AI-product experience.
Hover or tap a point to see what each one measures.
Have your AI service audited with the method behind these tools.
An AI-UX audit that brings foresight and behavioural science to your metrics. Map where users lose trust, lose agency or get confused, and get a blueprint your team can act on.
Intent gap
Does it know why, or only what?
See where your AI optimises for what people did and misses what they were trying to do, so you fix the target, not the symptoms.
Foresight gap
What change in people's lives breaks it before the metrics flinch?
Find the shifts your dashboards cannot see yet, and design for them before they show up as a drop in trust.
Agency gap
Can the person see the logic and override it?
Locate where users cannot understand or overrule what the AI does, and get the changes that give them control back.
Why this audit is different
More data won’t fix it. Better signal will.
Your metrics describe what people did. My audit works on the signal behind them, where design and data science meet: why people act, what could break your model, and whether people can override it.
Ten years designing AI solutions and advising businesses on strategy, backed by a PhD.
AI can build almost anything. The hard part is what comes next.
Shipping a model is the easy part now. The hard part is making it something people trust, that adapts to who is in front of it, and that you can explain under the EU AI Act. Most teams improvise that, one tool at a time.
Improvised
Each hard part gets its own spreadsheet.
- Trust is a guess
- Users are an average
- The rules are a last-minute scramble
One practice
One workspace, a different question in each tool.
- Each tool stands on its own
- Use one, or the whole set as your AI matures
- Free to start, one project per tool
Five tools you can use today
Each stands on its own. Open the one that answers the question you have.
- AnticipateAnticipatory Design Framework
Design the need before users ask: the Anticipate → Imagine → Shape method, made repeatable.
- MeasureAI-UX Score
Find out whether people actually trust your AI: a respondent-backed score across 7 dimensions of experience.
- MapAudience Factors Builder
Stop treating every user the same. Map their readiness to act across five behavioural stages.
- ComplyEU AI Act Tool
Design for the EU AI Act: understand the risk tiers, plan the interface patterns behind common obligations, and work a discovery checklist. Educational, not legal advice.
- MeasureSUS Calculator
Score the System Usability Scale for any product: overall SUS, grade, percentile, and per-question breakdown, from your participants' answers.
- Design Debt CalculatorComing soon
A Nielsen heuristics audit to score and track UX debt over time.
Free to start
Start on Free and upgrade in the app when you need more.
See all plans →Free
- Every tool, in full (free plan limits apply)
- One project per tool
- One survey round, up to 25 responses
Pro
for your first 3 months, then €29/mo.
- Unlimited projects
- Unlimited survey rounds & responses
- Historical trends across rounds
- AI coach & assisted canvases across the framework