AI Akina & the Hanada Model

AI Akina & the Hanada Model

A question needs room to take shape.

A person may know that something is wrong without knowing the tax term for it. Helping that person describe the situation is valuable work in its own right.

AI Akina is a tool for this stage: organizing concerns, clarifying questions and preparing for a conversation with a tax accountant.

The Hanada Model

Three distinct roles.

The Hanada Model describes a way to organize tax-related work around processing, preparation and professional judgment.

Processing

Arrange the information.

Organize records and handle routine information so that the underlying work can be reviewed.

Preparation

Understand the question.

Listen to the concern, organize the facts and identify what still needs checking.

Professional judgment

Advice with responsibility.

A tax accountant reviews the circumstances, provides individual tax advice and takes responsibility for tax work and filings.

The research gives particular attention to preparation. A well-formed question should not be a requirement that excludes someone from professional help.

Research direction

Preserve the uncertainty, too.

A useful handover should retain more than a neat summary. It should show what is missing, which assumptions were made and why a point remains uncertain.

Hanada’s writing explores how to preserve that context when work passes from AI to a person. This is a direction for development; the public website does not automatically transfer an AI conversation, its files or its conclusions to the office.

Available entry point

Begin with Akina, or speak to us directly.

The AVITA link opens an external conversation screen in a new tab. You can contact the office directly at any time; using AI is optional.

When contacting the office after using AVITA, tell us which points you would like to discuss. The conversation is not automatically carried into the website’s inquiry process.