Data models
How records, users, relationships, statuses, permissions and reporting logic should be structured before the app becomes hard to untangle.
I help founders and product teams diagnose the structure behind a no-code or AI product: data models, user roles, permissions, workflows, integrations, MVP scope, and rebuild risk. The goal is simple — avoid building faster into the wrong system.
No-code tools make it easy to ship screens. They do not automatically give you clean product logic. Architecture is the layer that decides whether the product can grow, be handed off, integrate with other tools, protect sensitive data, and survive real usage.
How records, users, relationships, statuses, permissions and reporting logic should be structured before the app becomes hard to untangle.
What happens when a user submits, cancels, changes roles, triggers automation, enters an edge case or moves through a multi-step workflow.
Whether to stay in no-code, add custom components, migrate gradually, rebuild, or simplify the scope before spending more money.
If you already know exactly what to build, hire a developer. If the product structure is unclear, an architecture review can prevent expensive work from being aimed at the wrong target.
The work is not about making a page look better. It is about seeing where the system will bend, where it will break, and what sequence of decisions makes the next stage safer.
You have an idea, prototype or investor-facing scope and need to know what the product should actually become before development starts.
The product is already used by customers, but the structure is getting fragile and every change has side effects.
You are considering migration, custom code, a new agency, or a platform change and need a grounded diagnosis before committing.
The first step is a written architecture risk assessment. You describe the product, the stage, the stack and the decision in front of you. I review it personally and respond with an honest read: what is risky, what is unclear, and whether architecture help is actually the right next step.