AI clarification and modeling for complex requirement discussions

Discuss the requirement. AI builds the shared model.

Start with a vague requirement. AI identifies flows, conditions, and gaps, generates a model and confirmation questions, then turns each clarification into a version you can freeze and export.

Limited invite-only trial · Final decisions stay with people who understand the domain

Reverse camera display and recoveryDraft V2

Requirement clarification

Original requirement

Show the reverse camera in reverse gear, then restore the previous page.

Gap found by AI1 pending

What should happen if the camera fails to start?

User answer

Keep the previous page and show an unavailable message.

Answer applied — model updated

Requirement model

Flow clarification
6 confirmed2 inferred1 pending
Freeze versionExport result

01 / Why it matters

The real cost is not drawing alone. It is the discussion, decisions, and model drifting apart.

01

Drawing breaks the discussion

Creating nodes, connecting edges, and fixing layout repeatedly pulls attention away from the requirement itself.

02

Decisions and models drift

The requirement changes, while diagrams, meeting decisions, and documents fall out of sync.

03

Agreement only looks real

Everyone thinks they agree until development or testing exposes a different understanding of a key condition.

Let AI organize, model, and look for gaps.

Keep participants focused on judgment, communication, and confirmation around one evolving model.

02 / How it works

Not text-to-diagram. A vague requirement, clarified step by step.

Drawing tools start with a blank canvas and assume you already know what to draw. This tool starts with what is still unclear: it analyzes the requirement, exposes gaps, asks confirmation questions, and keeps the decisions in one evolving model.

  1. 01

    Bring the input

    Enter requirement text, discussion notes, or currently supported documents and images.

  2. 02

    Analyze and model

    Identify roles, flows, states, conditions, interactions, exceptions, and missing information.

  3. 03

    Clarify and update

    Answer a confirmation question, apply it, and generate a new requirement and model version.

  4. 04

    Freeze and preserve

    Freeze the confirmed result and export diagrams with the clarification document.

End-to-end demo

See a vague requirement become clear in 3 minutes

A concrete reverse-camera story shows how AI finds the missing failure case and how the model changes after the answer is applied.

Interactive interface walkthroughThe same end-to-end product story, shown directly while the final video is being prepared
Reverse camera display & recovery · Requirement clarification workspaceDraft V2
Clarification4 messages
User input

When the vehicle enters reverse gear, the system shows the reverse camera. After exiting reverse gear, it restores the previous page.

AI analysis

I identified three main phases: reverse-camera entry, display, and exit recovery.

Pending · High priority

If the reverse camera fails to start, should the system keep showing the previous page, or show a fault prompt?

User answer

Show the previous page and prompt that the reverse camera is unavailable.

Added startup-failure handling and updated the requirement model
Requirement modelFlow clarification
6Confirmed
2Inferred
1Pending
Enter reverse gear
Start reverse camera
Started successfully?
YesShow reverse camera
NoPrevious page + unavailable prompt
Exit reverse gear → restore previous page
ConfirmedInferredPending

You discuss and decide. AI organizes, models, finds gaps, and keeps the result in sync.

01

Analyze before modeling

It does more than convert text: it finds conditions, exceptions, boundaries, and missing information.

02

Questions drive each version

Every applied clarification creates a new model version instead of scattering chat, diagrams, and decisions.

03

Engineering methods find gaps

The analysis draws on about 15 years of automotive R&D and systems engineering practice, with attention to boundaries and exceptions.

03 / Get access

A limited invite-only trial is now open

We are prioritizing people with real requirement-analysis, solution-discussion, or cross-team clarification work to validate whether the product genuinely improves communication.

Have an invite code?

Go directly to the tool

Verify your invite code and start an end-to-end clarification and modeling session.

Enter invite code
No invite code?

Apply for the trial

Tell us briefly about your role and the requirement-discussion problem you want to solve. Real use cases are prioritized.

Apply for access
Who it is for

Product managers, requirement and systems engineers, architects, developers, testers, and teams clarifying complex solutions together.

Common questions

A few things you may want to confirm first

01How is this different from an AI diagram generator?

An AI diagram generator mainly helps you produce a diagram faster. This tool first analyzes the requirement, identifies flows, conditions, states, interactions, and exceptions, raises open questions, and creates a new version from applied answers. The goal is not a prettier diagram; it is a clearer requirement.

02Can I use the AI output as the final requirement?

Not without review. AI analyzes, models, and finds gaps; people who understand the domain still confirm the facts and make the final decisions. Confirmed, inferred, and pending content remain visibly distinct so you know what still needs verification.

03Do I need to know UML or formal modeling?

No. Enter natural language and requirement material; the tool recommends a suitable representation and creates the first model. Domain experts only need to judge whether the content and conditions are correct.

04Can I upload company requirement documents?

This is an early invite-only trial. Do not upload unsanitized company secrets, sensitive customer information, or restricted documents. Input may be sent to third-party AI model services for analysis, so sanitize it before use.

Trial capabilities will continue to change. Refer to the tool for the currently supported inputs, model types, and exports.