Spotlight: The $300 Million AI Trap – How Smart Founders Lose Privilege and Expose Secrets in Court
- Clay Chamberlain
- Feb 12
- 7 min read
Updated: Feb 27
A Federal Judge Is About to Decide Whether Your AI Research Can Be Used Against You in Court. Here’s What Exit-Ready Founders Need to Know.
Read below to learn more about these three takeaways:
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He thought he was being smart.
Bradley Heppner, the CEO, founder and architect of a company called Beneficient, was facing federal securities fraud charges carrying decades in prison. The government alleged he had stolen over $300 million from investors and funneled more than $150 million into personal luxury expenses. Indicted in October 2025. Arrested on November 4th. FBI agents seized electronic devices from his Dallas mansion.
And somewhere on those devices, prosecutors found something they didn’t expect: 31 documents created by Heppner using an AI tool. Prompts and responses. Legal research. Case analysis. Strategy notes.
Heppner had done what any intelligent person might do when their world is collapsing—he turned to the most powerful research tool available and started asking questions. He gathered information. He prepared. He educated himself so he could have smarter conversations with his defense lawyers.
Here’s the problem: the federal government now wants to use every single one of those AI conversations against him. And the legal arguments they’re making should keep every exit-ready founder awake tonight.
The Sacred Flaw - I Can Figure This Out Myself
I’ve spent a decade closing M&A transactions approaching $1 billion in total value, and I can tell you this: the founders who build 8-figure companies almost always share a common belief. It’s the belief that made them successful in the first place.
“I’m smart enough to figure this out myself.”
That belief is not wrong. It’s the reason they built something extraordinary. When they were starting out, nobody handed them a playbook. They learned on the fly. They made decisions with incomplete information and won anyway. They developed an almost preternatural ability to absorb complex problems and find solutions before anyone else in the room even understood the question.
The “sacred flaw” being the very strength that built the empire becomes the vulnerability that can destroy it when the context changes. And the context of an M&A exit is nothing like the context of building a company.
This is not a tale about a stupid founder. This is exactly what a brilliant, self-reliant founder does when facing the most consequential moment of their professional life: become the most knowledgeable and prepared person. And find and use the best tool you can find.
And that AI tool used alone quietly became the instrument of his own exposure.
That exposure is losing attorney-client privilege – the most powerful tool in a lawyer’s arsenal and one necessary for the legal system to work.
What the Government Is Actually Arguing
On February 6, 2026, prosecutors filed a motion in the Southern District of New York—United States v. Bradley Heppner, No. 25 Cr. 503—that could reshape how every business professional in America thinks about AI.
The government’s argument is built on five pillars, and each one is devastatingly simple:
First, AI is not an attorney. When you type a question into Claude or ChatGPT, you are not communicating with a licensed lawyer. No attorney-client relationship exists. The AI itself disclaims this in its terms of service.
Second, the purpose was not legal advice. Even though Heppner was preparing to talk to his lawyers, the AI outputs themselves are not legal advice. They’re research generated by a machine that explicitly says it cannot provide legal counsel.
Third, nothing was confidential. When you use a commercial AI platform, you’re sharing information with a third-party company. The AI tool’s privacy policy even permits disclosure to government authorities under certain circumstances. The moment Heppner typed his first prompt, confidentiality was arguably waived.
Fourth, you can’t create privilege retroactively. Heppner shared the AI documents with his defense attorneys after creating them. But under Second Circuit precedent, passing non-privileged documents to your lawyer doesn’t magically make them privileged. The privilege had to exist at the moment of creation—and it didn’t.
Fifth, this is not work product. The work product doctrine protects materials prepared “by or at the behest of counsel.” Heppner’s own defense team admitted they did not direct him to run AI searches. He acted independently. That independence is precisely what kills the protection.
The trial date is set for April 6, 2026. We will see how this effects the outcome.
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Why This Matters to You — Even If You’ve Never Been Charged with a Crime
Let me be direct with you. Most of the founders reading this will never face a federal indictment. But every founder approaching an exit faces a version of the same risk Heppner stumbled into—the risk of creating discoverable, unprotected material during the most sensitive period of their business lives.
Think about what you do when you’re preparing for a potential sale. You research comparable transactions. You analyze your financials. You explore deal structures. You ask questions about tax implications, indemnification ranges, earnout structures, working capital adjustments.
And increasingly, you’re asking those questions to an AI.
Every one of those conversations could be discoverable in litigation. Every prompt you type into a commercial AI platform is potentially accessible by opposing parties, government investigators, or the buyer’s legal team in a post-closing indemnification dispute.
Let that sink in. You might be unknowingly building a library of admissions, strategic thinking, and financial analysis that the other side can use against you—and there may be zero privilege protection standing between those documents and a subpoena.
This is the new normal – it will happen to you if you are not careful.
Three Things Every Exit-Ready Founder Should Do Right Now
I don’t believe in creating fear without providing a path forward. Here’s the path.
First, never use commercial AI for case-sensitive or transaction-related analysis without attorney supervision. The key distinction in Heppner is that he acted independently.
Second, assume everything you type into a commercial AI is discoverable. This is not paranoia—it’s the legal standard the government is asking the court to adopt. When you are in a legal dispute or a major transaction, have your lawyer use the AI tool. If you wouldn’t put it in an email to a stranger, don’t put it in an AI prompt when it has the chance to be in a legal dispute.
Third, And this is the one that matters most—engage your M&A counsel before you start your exit preparation, not after. The entire privilege architecture depends on the attorney being involved from the beginning. When you independently research deal terms, analyze your financials, or explore valuation scenarios through AI, you’re creating material outside the protective bubble. One of the reasons the pros, the insiders, use lawyers for everything, is this attorney-client protective bubble. They’re not being lazy or reckless with expenses, they know (probably finding out the hard way) what it looks like when the have sensitive communications with anyone (now any AI) without their attorney. They don’t make this mistake more than once – because it is embarrassing, emotionally painful, and expensive.
The Real Lesson This Teaches Exit-Ready Founders
This founder’s story is a cautionary tale, but not because he used AI. Using AI to prepare for consequential decisions is smart. It’s the right instinct. It’s the same instinct that built his company—the drive to understand, to prepare, to stay ahead.
The cautionary tale is that he did it alone!
That’s the sacred flaw at work. The self-reliance that built the empire became the vulnerability that exposed it. The “I can figure this out myself” mentality that serves founders for decades will fail you in the moment the stakes change and the moment the rules shift to the most serious game you’ll ever play in court – one you’ve never played before.
I see this pattern in every transaction I touch. Brilliant founders who built extraordinary companies by trusting their instincts, making fast decisions, and outworking everyone in the room. And then the exit process arrives—with its institutional complexity, its legal frameworks, its discovery obligations—and the very confidence that got them here becomes the blind spot that costs them.
The founders who win their exits are not the ones who stop being smart or stop doing research. They’re the ones who channel that intelligence through a professional framework that protects them while amplifying their strengths.
Your instincts are real. Your intelligence is an asset. But when the stakes are this high and the rules are this different, pairing that intelligence with expert M&A legal guidance is the difference between clarity and exposure, between confidence and vulnerability, between control and catastrophe. And you need attorney-client privilege. The only way you can get it is to engage the right M&A attorney early – in the pre-LOI preparation stage.
The smartest research in the world can’t protect you if it’s done outside the legal walls that were built to keep it safe. You need attorney-client privilege; it’s just as important as the legal knowledge that comes with it.
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