AI (artificial intelligence) is rapidly changing the way information-intensive work is performed.

Search, translation, summarization, classification, document comparison and repetitive information organization can now be carried out more efficiently with new tools.

The impact is particularly visible in investigations involving large volumes of internet and publicly available information.

The value of new technology is not that it replaces investigators.

It is that it helps us understand information faster, search more broadly for leads and reduce repetitive mechanical work, leaving more time for the questions that genuinely require judgment.

1. The First Thing Technology Changes Is Efficiency

Many tasks that once required people to work through information one item at a time can now be completed much more quickly.

Organizing large volumes of text.

Comparing information across languages.

Identifying duplicated content.

Structuring investigation materials at an early stage.

Greater efficiency in these tasks allows investigators to spend more time on work that requires experience and judgment.

But:

greater efficiency does not automatically make information more reliable.

2. The Most Important Investigative Questions Often Have No Simple Correct Answer

Are two accounts part of the same business relationship?

Do two businesses with similar names actually have a connection?

Does a change in information represent an ordinary business update, or is it something that deserves further investigation?

Is a historical record still relevant to the present subject?

Questions like these cannot be answered by text similarity or automated classification alone.

They require consideration of:

sources;

timing;

market context;

platform characteristics;

business practices;

and the investigation information already available.

In other words:

Tools can process information.

But determining what that information means still requires judgment.

3. AI Also Carries the Risk of Looking Convincing Without Being Verified

One of the particular risks in investigation is that a conclusion with insufficient factual support may be presented in language that appears highly polished and convincing.

AI can generate readable and well-structured text very quickly.

But:

a statement that looks complete is not the same as a statement that has sufficient factual support.

No matter how natural or persuasive the writing appears, it cannot be treated as reliable investigation material if the underlying information cannot be verified.

For that reason, using AI in investigation requires even greater attention to basic principles:

  • Can the original source be identified?
  • Can the fact be independently verified?
  • Are facts and assumptions clearly distinguished?
  • Is AI-generated content treated as a lead rather than as verified fact?
  • Is information that cannot be verified left as “unverified” rather than forced into a conclusion?

4. The More Advanced the Technology, the Greater the Responsibility of the Person Making the Judgment

At AONARI, we use AI and automation while maintaining a simple set of principles:

Use technology to improve efficiency.

Verify the facts.

Take responsibility for judgment.

Technology will continue to change.

And as it becomes more capable, the value of professional judgment will become even more important.

CONTACT

Start with one specific question.

If you are dealing with an intellectual property, brand protection, online lead or market information issue in a cross-border context, tell us what you currently know and what you would like to confirm further.

Based on the purpose of the project, the subject of the investigation and the leads currently available, we will determine what form of investigation and information support we may be able to provide.

When contacting us, it may be helpful to briefly include:

  • The brand, product or market involved
  • The basic facts currently known
  • The questions you would like to investigate or confirm further
  • Where relevant, how the investigation materials may be used afterward

Even if the available information is still incomplete, the discussion can begin with one specific question.

Contact Us