Let me say this clearly: artificial intelligence is extraordinary.
AI can organize information, summarize lengthy documents, compare data, improve communication, and complete tasks in minutes that once took hours. The possibilities for streamlining operations and using our time better are remarkable.
But every major technological advance creates new challenges along with new opportunities. With AI, one of the greatest challenges is distinguishing what is accurate from what only appears accurate.
That distinction is becoming increasingly difficult because AI rarely presents a questionable conclusion with a warning label. The answer may be beautifully written, perfectly organized, and delivered with absolute confidence. On the surface, there may be no reason to question the answer, even when a serious problem remains hidden underneath.
We thought we needed a “bionic eye” before
For years, we have told our team at Visa Business Plans that reviewing an immigration business plan requires a “bionic eye.”
The reviewer must spot the detail that doesn't fit: a contradiction between two documents, a mathematically correct but operationally unrealistic financial assumption, or an organizational structure that doesn't support the immigration strategy.
That standard was already demanding.
Today, a bionic eye is no longer enough. The level of scrutiny must be far more sophisticated, closer to a forensic system capable of seeing through layers of polished language and tracing each conclusion back to the underlying facts.
The surface has become smoother. The problems have become better concealed.
That makes our work considerably harder. It also makes first-hand expertise far more important.
A person can learn to identify a typo or compare two numbers. Recognizing that an apparently reasonable conclusion conflicts with the underlying facts requires something more. The reviewer must understand the business, the documentation, the numbers, and the immigration purpose of the plan. The reviewer must also know from experience which details may appear harmless today but create questions later.
“AI says there is no inconsistency”
A recent exchange with a client illustrates the problem perfectly.
Our team identified an inconsistency in the information the client had provided. We pointed out the conflicting statements and asked her to review them.
She responded with a screenshot from an AI tool. According to the tool, the information had been reviewed, and there was no inconsistency.
She trusted the response and believed there was no problem.
But the inconsistency was still there.
We asked her to set aside the AI response and compare the exact language in the two documents. Only then did she see the problem.
The AI had not resolved the inconsistency. The AI had simply produced a convincing explanation for why the inconsistency supposedly did not exist.
This happens more often than people might imagine.
The concern is not that clients use technology to help review information. The concern is that a confident AI response can discourage someone from looking more closely. Once the machine says everything is fine, the natural reaction is to stop questioning.
But “AI reviewed it” is not the same as “the information is correct.”
Is AI helping us think, or helping us avoid thinking?
The Wall Street Journal addressed this concern directly in “How to Make Sure ChatGPT Doesn’t Make You Dumber.”
The article explains that generative AI can weaken cognitive abilities when people consistently outsource the difficult parts of thinking. Breaking down a problem, organizing ideas, challenging an assumption, and working through uncertainty require mental effort. AI offers an appealing shortcut around that discomfort.
The danger is subtle. We do not suddenly lose our ability to think. We simply become less accustomed to using that ability.
When an answer appears instantly and sounds intelligent, questioning the answer can feel unnecessary. Over time, users may become better at requesting answers while becoming less practiced at evaluating them.
Preliminary findings from a 2026 study by WSJ Intelligence, in partnership with Philip Morris International, support this concern. According to the published summary, the study surveyed more than 2,500 business professionals across five countries. Although 83% of respondents used AI weekly for research and information synthesis, only 57% reported a complete or high level of trust in AI output.
The published findings also identified critical thinking as the most important capability in the modern workplace and the capability most at risk from overreliance on AI. When AI and human insights conflicted, 62% of respondents believed human intuition should remain the final authority in strategic and creative decisions.
There is an important message in those numbers: professionals are using AI extensively, but they also recognize that AI output cannot simply be accepted at face value.
Someone still has to think.
Immigration business planning requires more than plausible language
AI can produce language that sounds logical, complete, and tailored. Immigration cases, however, are not evaluated based on how confidently something is written.
As we discussed in“The AI Saturation Problem in Immigration Petitions,”
immigration officers evaluate credibility, consistency, realism, and evidentiary value. A document may raise concerns when the analysis is generic, assumptions are unsupported, or different parts of the record contradict one another.
A plan may describe someone as a manager or executive using impressive language. But the real question is whether the company’s structure and supporting evidence demonstrate that role. Sophisticated wording cannot compensate for facts that do not support the conclusion.
The professional contribution is not finding more persuasive language for an unsupported position. The contribution is recognizing the weakness, understanding why the weakness matters, and helping the client and attorney address the underlying issue.
AI does not lower the standard. AI raises it.
It is tempting to believe that because technology can create professional-looking work more easily, reliable professional work has also become easier.
In many cases, the opposite is true.
When weak work looked weak, people approached the work cautiously. Today, a weak conclusion can arrive wrapped in excellent grammar, clean formatting, and detailed explanations, along with an AI-generated assurance that no problem exists.
The reviewer must now see through all of that.
Evaluating substance is no longer simply one part of the review. Evaluating substance is becoming the most valuable part of the work.
The more polished AI output becomes, the more sophisticated the human evaluation must be. The reviewer must possess enough expertise to recognize issues AI may not identify at all. Some problems are not obvious from the words on the page. Their significance depends on the type of visa, the supporting evidence, the facts surrounding the case, current adjudication trends, and how immigration authorities may interpret the information.
That ability comes from years of seeing cases, reviewing Requests for Evidence and Notices of Intent to Deny, studying government behavior, analyzing outcomes, identifying risks, and learning which details matter.
Experience becomes more valuable, not less
Visa Business Plans has prepared more than 9,000 customized business plans during almost two decades in immigration business planning.
That history gives our team a deep frame of reference. We have seen how different business models, investments, personnel structures, financial assumptions, and immigration strategies work together and where problems tend to emerge.
Experience helps us recognize patterns, notice when something does not fit, and understand why a seemingly minor inconsistency may matter. As AI makes documents more polished and potential weaknesses less visible, that first-hand knowledge becomes even more valuable.
The standard has changed. A reviewer must do more than determine whether a document is complete and professionally presented. The reviewer must look beneath the presentation, challenge the reasoning, and decide whether the facts truly support the conclusions.
Knowing when to disagree
The professionals who remain valuable will be those who take advantage of everything AI offers without allowing the technology to replace their judgment.
AI can provide an answer in seconds. The professional still has to decide whether the answer makes sense. Sometimes that means checking the original document, asking another question, or simply being willing to say, “No, this is wrong.”
That may sound basic. Increasingly, it is not.
As AI becomes more convincing, disagreeing with AI requires knowledge and confidence.
AI gives us extraordinary new capabilities. But professional responsibility remains with the person reviewing the work, and that person must still be prepared to think independently.
Contact us today to get started
The information provided in this blog is intended solely for informational purposes. While we strive to offer accurate and up-to-date content, it should not be considered legal advice. Immigration laws and regulations are subject to change, and individual circumstances can vary widely. For personalized guidance and legal advice regarding your specific immigration situation, we strongly recommend consulting with a qualified immigration attorney who can provide you with tailored assistance and ensure compliance with current laws and regulations.
Visa Business Plans is led by Marco Scanu, a certified coach from the University of Miami with a globally-based practice coaching Fortune 1000 company executives, entrepreneurs, as well as professionals in four different continents. Mr. Scanu advises clients on turnaround strategies and crisis management.
Mr. Scanu received a bachelor’s degree in Business Administration (Cum Laude) from the University of Florida and an MBA in Management from Bocconi University in Milan, Italy. Mr. Scanu was also a Visiting Scholar at Michigan State University under the prestigious H. Humphrey Fellowship (Fulbright program) with a focus on Entrepreneurship, Venture Capital, and high-growth enterprises.
At present, Mr. Scanu is the managing partner and CEO at Visa Business Plans, a Miami-based boutique consulting firm providing attorneys and investors with business planning services in the areas of U.S. and Canadian immigration, SBA loans, and others.
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