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Product case study

Implemented · provider state pending validation

WanMoTai

Keep multi-model conversations, generated assets, and solution structure in one local studio.

A local AI studio for multi-model chat, generated assets, and node-based creation.

WanMoTaiInteractive demo · Sample data

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01 · Positioning

How the product takes on the work

WanMoTai combines model chat, a node canvas, tasks, and generated assets in one local creative space.

The relationship between prompts, model choices, and outputs stays visible, editable, and reusable.

02 · Context

The problem and the people

Why it needs to exist

Multi-model creation scatters conversations, parameters, generated assets, and their relationships across separate tools.

Who it is for

Creators comparing models, organizing prompts, generating assets, and mapping how ideas connect.

03 · Core flow

Core workflow

Four key views trace the complete path from entering the product to handling the work and confirming the outcome.

  1. 01

    Conversation workspace

    Switch capabilities, organize context, and keep generation history in one place.

  2. 02

    Infinite canvas

    Use nodes and links to express relationships between prompts, analysis, pages, and outputs.

  3. 03

    Assets and tasks

    Return generated results to their task so files do not drift away from the discussion.

  4. 04

    Models and providers

    Separate local and cloud capabilities while showing simulated connection state only.

04 · Product views

Four views of how the product works

All four views stay visible in a masonry gallery. Open any card for a larger view and continue with the arrow keys.

05 · Decisions

Three product decisions

  1. 01

    Models are replaceable nodes

    Conversations and plans do not belong to one provider; model choice is part of the workflow, not the product center.

  2. 02

    Inputs and outputs stay visible

    Prompts, parameters, sources, and assets keep their relationships so results can be understood later.

  3. 03

    Connection state is never guessed

    Only verified provider state is shown, and unknown failures never trigger silent switching or retries.

06 · Current state

What is complete—and what is not

The local studio is implemented; live connectivity for each provider still requires separate validation.

What the product changes

The relationship between prompts, model choices, and outputs stays visible, editable, and reusable.

Source and implementation

Source code is not public

Portfolio boundary

This site shows redacted interfaces and product logic only. It never connects to source databases or performs real publishing, applications, sending, or payments.

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