⚠️ Disclaimer: This case study represents a composite of real-world due diligence investigations conducted by The Grafton Group. Names, details, and companies have been fictionalized to preserve client confidentiality, but the investigative methods and outcomes reflect actual case experience.

CASE STUDY

Due Diligence That Averted a Risky Acquisition

A gut instinct led to a background check that revealed hidden regulatory red flags—and helped a private equity firm avoid a costly mistake.

 

When a private equity firm prepared to acquire a promising healthcare tech company, all signs pointed to green. Their internal vetting team had reviewed financials, tech assets, and legal docs. But one partner had a gut feeling—and called The Grafton Group for a discreet background investigation. What we uncovered prevented a high-risk acquisition that could have damaged both their brand and balance sheet.

Client Profile:

Name:
“Bainwood Partners” (Fictional)

Type:
Mid-market private equity firm

Location:
Fort Lauderdale, Florida

Target Company:
HealthAI Innovations, a predictive healthcare analytics startup

Deal Size:
$36M proposed acquisition

Risk Category:
Reputation, investor liability, regulatory risk

The Situation

Bainwood Partners was moving fast. They had entered final-stage negotiations with HealthAI Innovations, a healthcare analytics startup generating buzz for its predictive diagnostics platform. The pitch was clean, the valuation was attractive. Media coverage had positioned HealthAI as a rising star in digital health, and a recent round of angel funding had only added to its credibility.

But one senior partner at Bainwood wasn’t sold. Something felt off. The founder’s backstory was oddly polished, with repeated mentions of “successful exits” and “industry disruption,” and when pressed for details, the timeline frayed. Mentions of past ventures led to dead links, and former colleagues were unusually difficult to track down. A claimed advisory role at a university hospital lacked supporting records. The COO, presented as a serial operator, had no searchable footprint before 2019.

The partner had seen this before: charismatic founders with persuasive pitch decks, built on exaggerated or selectively curated pasts. With closing only weeks away and pressure mounting from other stakeholders eager to finalize the $36M acquisition, the partner raised the red flag—and called The Grafton Group.

We were retained not to evaluate the product or platform, but to vet the people behind it. 

The Challenge

The deal was under tight timelines and investor pressure. Any delays or confrontation could spook the startup team or affect valuation. Our investigation had to run silently and surgically—without alerting the target company, disrupting negotiations, or triggering premature disclosure obligations.

The scope extended beyond resumes and public profiles. We needed to verify litigation history, undisclosed business interests, regulatory standing, and reputational red flags across state lines and international jurisdictions.

 

How The Grafton Group Responded

We began with a multilayered due diligence investigation, focusing first on the startup’s founder and COO. While their LinkedIn profiles and investor decks were polished, discrepancies emerged in off-platform sources.

We traced a prior company registration under the founder’s name that had been dissolved after a regulatory action in another state. Further research revealed a quiet FTC inquiry into questionable billing practices at a past healthcare venture—one that had never made headlines but was referenced in sealed court documents from a related civil case.

Meanwhile, our field team verified professional and academic claims, and our network analysis uncovered a tangled web of connected LLCs. Several of these entities were flagged for use in inflated valuation tactics during previous fundraising rounds—indicating a possible pattern of misrepresentation.

 

What We Discovered

Behind the hype, the founder had a track record of launching companies, raising funds, and quietly exiting just before operational or legal issues surfaced. None of these incidents had risen to mainstream visibility—but together, they painted a pattern of reputational and regulatory risk.

The COO, meanwhile, was linked to a consulting firm that had been quietly banned from bidding on state Medicaid contracts due to procurement irregularities. That information had never been disclosed to investors.

 

The Outcome

Bainwood paused the deal and requested additional disclosures from HealthAI. The startup’s team hesitated, and within days, they withdrew from the table. Bainwood moved on without public fallout, without litigation—and with a deeper respect for what real investigative due diligence can uncover.

  • Acquisition halted before money changed hands
  • No damage to Bainwood’s reputation or investor relationships
  • Confidential risk profile submitted to legal counsel for future reference
  • Internal protocol updated to require external vetting on all founder-led deals

Estimated Loss Avoided: $5M–$10M in regulatory exposure, legal fees, and reputational harm

 


 

Client Perspective (Fictionalized)

Your report was the quietest—but most important—document we read all year. The Grafton Group helped us dodge a bullet with elegance, discretion, and accuracy.”

S.R., Managing Partner, Bainwood Partners (name changed for privacy)


 

The Numbers Can Look Right, But the People Matter

Flashy pitch decks can hide patterns that spreadsheets won’t show. The Grafton Group specializes in deep background checks and executive vetting that surface the truth—before it becomes a liability.

Call Tim O’Rourke today for a confidential consultation.
Get the whole picture before you make your next move.

Call (813) 658-9438 | (727) 648-3510 | (954) 353-8904 | (407) 374-8721 or Request a Due Dilligence Briefing

FAQs

Explore answers to the most common questions about our investigative services.

Why would we need an external investigation if our internal team already did due diligence?

Even seasoned internal teams can miss buried liabilities. We go beyond surface-level reviews to uncover reputational, legal, and regulatory risks that don’t show up in standard reports.

Can The Grafton Group investigate individuals without alerting them?

Yes. Our due diligence is silent, ethical, and discreet. We operate behind the scenes—never interfering with negotiations or triggering disclosure.

What types of red flags do you typically find?

We’ve uncovered everything from sealed litigation and regulatory bans to resume fraud and undisclosed business interests. It’s not about looking for dirt—it’s about preventing risk.

What’s the ROI of this kind of investigation?

In this case, the client avoided a potential $10M loss. The cost of vetting leadership before a deal closes is a fraction of the cost of cleaning up after a bad one.

Get the Answers You Need Today

Contact us now to discuss your case and find out how our investigative services can help you uncover the truth.