Not an AI Chat. A Validating Advisory Process.
modelAIz guides you step by step through validating your business model – with methodology, quality checks, and clear decisions. AI is the enabler, not the deliverable.
What you get
- Structure instead of randomness: A clear process instead of prompt ping-pong
- Quality instead of text: Results are sharpened, not just formulated
- Aha moments instead of confirmation: Blind spots become visible
Why this is more than ChatGPT
Chat
Answers to your questions.
Good for texts, ideas, formulations.
reacts
locally optimized
Text
modelAIz
Guidance through decisions.
Good for validation, structure, consistency, and outcome quality.
orchestrates
systemically validated
Decision-ready
How modelAIz works – as a validating advisory process
Each phase has a clear goal, a typical blind-spot pattern, and a quality gate. This creates result quality instead of just text.
Sharpen Starting Point
From idea to clear problem and goal definition.
We clarify what you really want to solve, for whom – and which assumptions you still believe instead of knowing.
Many start with features. Here, the decision situation is first made clear.
A reliable starting point: problem, target group, context, assumptions list.
Is the problem formulated concretely, measurably and target-group-sharp?
Understand Market & Alternatives
Check reality before you build.
We illuminate target segments, alternatives and market logics – so you don't develop against invisible competition.
"We have no competition" is almost always a signal for blind spots.
Structured market overview: segments, alternatives, opportunities/risks.
Are alternatives and comparison logics complete and realistic?
Precise Value Proposition
Why exactly you – and why now?
We sharpen benefits, differentiation and justification, so your offer is not just "nice", but relevant.
Many confuse features with benefits. Here, benefits are worked out cleanly.
A clear Value Proposition framework: benefits, evidence, differentiation.
Is the benefit formulated in customer language and verifiable?
Make Business Model Consistent
A system, not a canvas.
We check whether value creation, monetization, channels and costs logically fit together – and uncover contradictions.
If monetization doesn't fit the value, it never scales – no matter how good the text sounds.
A coherent business model with traceable connections.
Do customer segment, value, channel and revenue logic fit together consistently?
Derive Product Strategy & Focus
What you build – and especially what not.
From the insights emerges focus: target image, priorities and a clear path to the next decisions.
Without strategy, every roadmap becomes a wish list.
Product strategy output: focus, priorities, next steps.
Are priorities justified – and can clear no's be derived?
Condense Result & Decide
From result to action.
At the end there is no wall of text, but decision readiness: what applies, what is risk, what is to be tested next.
Many stop after "output". Here it becomes a decision set.
Decision Pack: clear insights, risks, hypotheses, next tests.
Is it clear which assumptions need to be validated next?
The Most Important Aha Moments in Business Model Validation
From Activity to Decision Readiness
I thought we're making good progress – after all, we have many ideas, workshops and presentations.
A clear decision basis with explicit assumptions, risks and consequences – suitable for steering committees, management and budget approvals.
Innovation rarely fails because of ideas, but because decisions are postponed. modelAIz makes visible **where decisions need to be made – and on what reliable basis**.
From Confirmation to Real Validation
I thought I was validating my idea – but I only had confirmed what I already believed anyway.
Structured validation with targeted counter-questions, alternatives and clearly formulated hypotheses – including the insight **what doesn't work yet**.
Without methodological guidance, AI reinforces existing beliefs. modelAIz forces confrontation with uncertainties – not feel-good answers.
From Gut Feeling to Comparability
I thought I recognize good business models – but decisions were strongly influenced by pitch quality, storytelling and personal impression.
Standardized, comparable results across market, business model and product strategy – independent of presentation strength.
Good stories can hide structural weaknesses. modelAIz separates **substance from presentation** and makes evaluations traceable and reproducible.
Example Outputs (Teaser, anonymized)
What do I really get?
Market Analysis
Structured overview of target segments, alternatives, and market logics.
Identified opportunities and risks based on market data.
Comparison logics for relevant alternatives.
What's included
- •Target segments with demographics and behavior
- •Complete list of relevant alternatives
- •Market opportunities and risks
- •Comparison logics and differentiation
Examples are anonymized and deliberately shortened. They show structure and result quality – not internal methods.
For you / Not for you
modelAIz is designed for founders and teams who want to validate ideas systematically. It's not a tool for quick text generation, but a structured process for making better decisions.
For you, if you…
- need to make decisions (time/money/team)
- want to seriously validate an idea
- seek advice + structure, not "text"
Not for you, if you…
- only need quick texts
- want to "fill out a canvas"
- don't want iteration