Most products break not because the UI is weak – but because the underlying logic is misaligned with how humans think, decide, and behave.
This audit is designed for founders, product teams, and AI-first companies who need to understand what is really happening inside their system:
the hidden cognitive mechanics,
the behavioral friction points,
the structural inconsistencies,
and the long-term effects that traditional UX, PM, or engineering methods never reveal.
If your product is complex, human-dependent, or system-heavy, this audit gives you clarity no other method can provide.
This is not UX.
Not a usability review.
Not visual design.
Not a heuristic checklist.
It is a high-resolution examination of your system’s internal thinking and behavioral architecture.
I map:
You receive a deep breakdown that shows not just what is wrong — but why, where it originates, and what happens if it remains unchanged.
This audit is specifically built for teams working on:
SaaS products with complex workflows
AI-driven platforms
learning, coaching, or behavioural products
logistics, marketplace, or service ecosystems
multi-layer decision systems
health, wellness, or care platforms
any product where human cognition drives success or failure
If your product touches decision-making, behaviour, or multi-step structures — this audit applies.
A breakdown of the mental models your product currently forces onto users — and how they differ from real human cognitive patterns.
How your product currently shapes user decisions, motivation, stress points, and behavioural loops.
Where the system contradicts itself, breaks coherence, or creates long-term instability.
Not a list — a ranked, causal roadmap: what must be fixed, in what order, and why.
Actionable changes that improve clarity, flow, decision-quality, and long-term scalability.
This is not generic advice — it’s product-specific, deeply analytical, and fully tailored to your system.
Because most methods only look at the surface:
UX looks at screens.
PM looks at requirements.
Engineering looks at features.
Data looks at events.
AI looks at patterns.
But no one examines the cognitive and behavioural architecture underneath — the thing that actually determines whether a system functions or collapses.
This audit reveals the hidden structure your product runs on — and shows you how to align it with how humans actually think.
If you want clarity, structural integrity, and a product that aligns with human thinking:
reach out directly: hello@gyulajaradi.hu
Or send me a quick message