See your product's architecture risk before it costs you a rebuild.
Built for founders using no-code or AI tools — Adalo, Bubble, WeWeb, vibe-coded apps, and everything like them.
AI Product Assurance is a product continuity platform. It turns your product's architecture, decisions, and open risks into one record that survives changes in developers, tools, or team — so nothing important disappears when someone leaves the project.
Private beta: public registration is not open yet. Founders retain the product record; professionals contribute through explicit roles, decisions, and evidence.
You ask for a feature. What breaks is never the feature.
Patterns from real founder requests — what people ask for, and what the architecture underneath actually needed to hold.
Four steps, in this order — because it's the order that actually protects your budget.
Understand
Describe your product in plain words. We surface the facts, the assumptions, and what kind of product this really is.
Decide
The architecture gets written down as decisions — in your language, with a technical version underneath for whoever builds it.
Build
Scoped tasks and the evidence each one needs to be considered done — not just shipped.
Verify
What's proven, what's still assumed, and what needs attention before you rely on it in production.
This doesn't build your app. It makes sure what gets built holds up.
Built for engineers who write the spec themselves. Ours is written in plain language first, for the person who can't read code but has to make the call.
When the contractor leaves, the documentation usually leaves with them. Here it stays in your workspace, not in someone else's head.
Adalo, Bubble, and similar tools help you build the product. We make sure the thing they help you build doesn't fall apart under real users.
One product record. Different responsibilities.
Founders govern ownership and continuity. Professionals enter through accountable roles and contribute decisions, implementation evidence, and specialist judgment.
Protect the product beyond the current builder
- Capture product context and architecture risk
- Keep decisions, evidence, and open questions together
- Invite architects, developers, and consultants into governed roles
Make expert contribution traceable
- Work from governed scope and decision context
- Submit implementation and verification evidence
- Preserve attribution and continuity through handoff
Plan pricing and credit usage are shown inside the workspace before a paid action is confirmed.
The methodology behind this platform, proven before it became software.
These outcomes are from architecture engagements led by our founder, working directly with clients — the same approach this platform now runs as software. They describe that consulting work, not platform usage.
Anastasia didn't just point out problems — she gave us a clear architectural map. We avoided a major rework that would have cost us at least 3 months.
She delved into the project as if it were her own. We left with a secure, scalable structure and confidence that our Adalo platform will not fall apart under growth.
Anastasia took the time to really understand my needs. It was structured and agreed time frames were achieved. It felt as though she was part of the team.
This wasn't a typical marketplace, and trying to build it like one would have created expensive problems. She helped us structure the platform the right way from the start.
Questions founders actually ask.
Is AI Product Assurance a no-code builder?
No. It doesn't build your app. It records the architecture, decisions, and risk so that whoever builds it — you, a developer, or an agency — can't lose track of what matters.
What happens if my developer leaves the project?
Every decision and piece of evidence stays in your workspace, tied to who made it and when. A new developer or architect can pick up the project without starting from scratch.
Do I need to know how to code?
No. The founder view explains every decision in plain language. Technical detail is there if you or your developer want it.
Is this only for Adalo?
No. The architecture-first approach applies to any no-code or AI-assisted stack, not one platform specifically.
What if I already have a live product, not just an idea?
Yes — there's a separate intake for founders with an existing app, prototype, or no-code build, so we can start from what's already there instead of a hypothetical.
What does it cost?
Getting your Product Snapshot and workspace access is free. If you want a full technical specification ready for a developer, that's a one-time $18 download from inside your workspace — it includes a cost estimate across different implementation strategies, covering what you'd actually need to spend to build it. Ongoing architecture tracking, evidence, and continuity records are $47/month with Pro.
Start with the role you actually hold.
Public registration is temporarily closed while the complete Founder and Professional journey is being verified. You can request early access by email.