Every EB-5 investor today has a powerful new tool at their disposal: large language models (LLMs). Tools like ChatGPT, Claude, Gemini, Perplexity, and Grok can quickly process hundreds of pages of complex legal and financial documents and distill them into clear, digestible insights. Instead of trying to manually parse dense legal language, investors can now upload a project’s Private Placement Memorandum (PPM), subscription agreement, operating agreement, escrow agreement, and loan (or equity contribution) agreement — and let the AI do the heavy lifting.
Check out our EB-5 Navigator GPT here!
At EB-5 Visa Investors, we strongly encourage every investor to take advantage of these tools. While they don’t replace an immigration attorney or securities counsel, they do empower investors to understand their deal more deeply and to ask sharper questions.
And while any LLM can help, we recommend ChatGPT for one key reason: it’s easy to create dedicated “projects.” By setting up a special project just for your EB-5 analysis, you can keep all of your documents and conversations in one organized workspace. Even better, you can train your ChatGPT project with custom instructions and EB-5 reference documents. This ensures the AI analyzes your offering documents not in isolation, but in the context of EB-5 regulations, industry hot topics, and current litigation (such as the ongoing debate over sustainment periods).
We’re currently building a custom GPT specialized in EB-5 project knowledge and analysis, which investors will soon be able to use directly. This model will be trained on the USCIS Policy Manual, litigation filings, and real-world EB-5 project structures, making it a powerful due diligence companion.
Step 1: Start with the Private Placement Memorandum (PPM)
The PPM is the backbone of any EB-5 offering. It describes the structure of the investment, risks, use of proceeds, and repayment strategy.
What to ask your LLM:
- Can you summarize the key terms of this PPM, including total raise, EB-5 allocation, risks, and timeline?
- What are the stated uses of proceeds, and do they align with typical EB-5 projects?
- Does the PPM reference the sponsor’s track record with prior EB-5 repayments?
Step 2: Understand the Investment Structure
EB-5 investments can be structured as debt (loan) or equity. Debt may be senior or mezzanine, while equity is typically common or preferred. Each structure carries a different risk profile.
What to ask your LLM:
- Is the EB-5 structured as a first-position loan, mezzanine loan, preferred equity, or common equity?
- If a senior loan, will the EB-5 loan have a County recorded first position mortgage on the property?
- If mezzanine, is there an inter-creditor agreement with the senior lender?
- For preferred equity, what liquidation preference do EB-5 investors have?
Step 3: Analyze the Operating Agreement of the NCE
The operating agreement governs how the EB-5 “new commercial enterprise” (NCE) is managed.
What to ask your LLM:
- How are interest payments or return of capital distributed?
- Who controls the NCE, and do investors have any voting rights?
- When do EB-5 investors become eligible for payments?
- What happens if job creation targets are missed?
Step 4: Review the Subscription Agreement
The subscription agreement defines refund rights and investor obligations.
What to ask your LLM:
- Does the agreement allow a refund if my I-526E is denied?
- If so, how long would I wait for a refund?
- Is the administrative fee refundable?
- Is there a guaranty from the developer or a third party?
Step 5: Inspect the Escrow Agreement
The escrow agreement determines when investor funds are released.
What to ask your LLM:
- Are funds released only upon I-526E receipt, or is more required?
- Does the escrow agent require both a cashed USCIS check and attorney letter?
- What happens if a petition is denied?
Step 6: Review the Loan or Equity Agreement Between the NCE and JCE
This agreement defines how funds flow to the job-creating entity (JCE).
What to ask your LLM:
- What is the interest rate or preferred return?
- What events trigger repayment?
- Are there completion guarantees (e.g., a GMP contract with the general contractor)?
- Could the developer repay the loan early, before sustainment is met?
Step 7: Compare Marketing Materials with Legal Language
Marketing decks often embellish the facts. An LLM can cross-check for conflicts.
What to ask your LLM:
- Do marketing claims match the offering documents?
- Are timelines or “guarantees” described differently in the PPM?
- Is there consistency between the risk disclosures and the marketing pitch?
Step 8: Examine Developer Guarantees and Safeguards
Completion guarantees and collateralization are key risk mitigators.
What to ask your LLM:
- Is there a completion guaranty, and who is backing it?
- Are EB-5 funds secured by real estate or only equity pledges?
- How much developer equity is in the project?
- Is senior debt at a conservative loan-to-cost ratio?
Step 9: Confirm Regulatory and Immigration Compliance
A project must comply with USCIS regulations under the EB-5 Reform and Integrity Act of 2022.
What to ask your LLM:
- Is the project located in a rural or high-unemployment TEA?
- How many jobs are forecast per investor? What’s the job cushion?
- Does the offering mention risks tied to sustainment policy shifts?
Step 10: Other Smart Investor Questions
- What is the full capital stack (equity %, senior debt %, EB-5 %)?
- Are there conflicts of interest (sponsor, developer, and fund manager being the same)?
- What exit strategies are described for repayment?
- How are “material changes” handled mid-project?
- Are all sources of capital needed to complete the project already secured, or will the project need to secure other capital sources in order to complete construction?
- Does the project developer have the ability to take on additional financing other than what is already disclosed in the PPM? If so, how would that change the position of the EB-5 capital?
- Is the JCE legally obligated to accept the EB-5 funds raised or can they decide to not accept EB-5 funds if they decide they no longer want to use EB-5 capital?
- Does the JCE have the ability to repay the EB-5 funds prior to the end of the EB-5 sustainment period (currently 2 years)? If so, does the NCE have the ability to redeploy those funds into a different project?
- How are the EB-5 jobs created allocated to investors? Is it “first in first out” or are all jobs distributed evenly amongst all investors?
Conclusion
Large language models — whether ChatGPT, Claude, Gemini, Perplexity, or Grok — are transforming the way EB-5 investors can perform due diligence. They cut through hundreds of pages of dense offering documents, flag inconsistencies, and highlight risks.
At EB-5 Visa Investors, we prefer ChatGPT because of its project structure and the ability to upload custom instructions and reference documents, making analysis highly contextual. We have developed a custom GPT trained specifically on EB-5 regulations, litigation updates, and project structures. Investors can use this specialized tool to analyze offerings with more precision than ever before.
Don’t just rely on attorneys, project representatives, and marketing decks. Use AI to put yourself in control of your EB-5 due diligence.
