detecting assets

  • Noelle Merwin
  • No Comments

Damages Unmasked: Calculating Lost Profits and Economic Harm in Commercial Litigation
Damages Unmasked: Calculating Lost Profits and Economic Harm in Commercial Litigation 266 266 Noelle Merwin

Welcome back to Follow the Money. Over the past few months, we have walked through hidden transactions, inflated balance sheets, shareholder value suppression, and embezzlement schemes. This time, we are focusing on a topic that often sits at the center of commercial disputes—and usually generates the most debate between experts: calculating economic damages, especially lost profits.

In cases involving breaches of contract, business interruptions, unfair competition, IP infringement, or broken partnerships, lost profits frequently make up the largest portion of damages claimed. But even though these calculations are common, they are rarely straightforward. Reconstructing what should have happened financially requires professional judgment, supporting objective evidence, and a methodology that can stand up before a judge, mediator, or opposing expert.

Courts require lost profits to be proven with reasonable certainty, not guesswork. That is where forensic accountants come in—we bridge the gap between “what likely would have occurred” based on the financial records, grounding the numbers in historical performance, market data, and sound economics.

Why Lost Profits Matter in Commercial Disputes

Lost profits represent the income a business expected to earn if the disruption had not happened. They differ from out of pocket damages because they measure missed business opportunities caused by wrongful action, not direct expenses.

These claims arise in all kinds of situations, including:

  • A supplier breach that forces a temporary shutdown
  • Business interruption resulting from negligence or property damage
  • A partnership ending abruptly during peak revenue periods
  • Interference with contracts or customer relationships
  • IP theft that diverts sales to a competitor

Because these losses can span months—or even years—they often become the centerpiece of litigation, with both sides presenting competing financial narratives.

The Main Approaches for Calculating Lost Profits

Forensic accountants select the method that best fits the data and circumstances. In practice, there are three widely recognized and accepted approaches:

  1. Before and After Method
    This compares a company’s performance before the incident to what happened after.
    It works best for established businesses with stable historical patterns.
    Example: A company consistently growing revenue by 10–15% per year suddenly flatlines or declines after a breach. The difference between expected growth and actual performance—minus variable costs—forms the basis of lost profits.
  2. Yardstick (Comparable) Method
    The experts benchmark the injured business against similar companies, industry averages, or competitors unaffected by the event.
    It is useful when pre incident data does not provide a reliable baseline—such as a start-up or those going through major transitions.
  3.  But For (Sales Projection) Method
    This method builds a hypothetical “but for” scenario using forecasts, budgets, contracts, customer history, and market assumptions. It is more flexible and especially helpful when a business’ growth trajectory is changing or when historical data alone does not reflect the expected performance.

How Forensic Accountants Build the Analysis

A credible lost profits calculation usually follows a structured process:

  • Define the Loss Period
    This time frame could run until the business returns to normal operations or until a contract has ended. Courts scrutinize this area closely. Longer damage periods must be backed by credible evidence.
  • Establish the Baseline
    We examine historical financials, tax returns, sales records, and operational data to understand performance trends before disruption.
  • Project But For Results
    This approach includes revenue projections and an analysis of variable costs, ensuring we avoid overstating losses by incorrectly deducting unavoidable fixed expenses.
  • Evaluate Mitigation Efforts
    Did the business take reasonable steps to reduce losses? If so, additional costs may be recoverable (rush orders, temporary hires, alternative sourcing). If not, expected profits may need adjustment.
  • Discount Future Losses
    When future profits are involved, we discount them to present value using a relative risk adjusted discount rate.
  • Sensitivity Analysis
    Running multiple scenarios (conservative, moderate, and optimistic) helps demonstrate that assumptions are well reasoned and not one sided.

The tools vary—Excel models, regression analysis, industry research, customer data, third party confirmations—but the goal is the same: prepare a well-reasoned calculation that withstands scrutiny.

Common Challenges and Attacks from Opposing Experts

Lost profits are heavily litigated, so it is no surprise that opposing experts often challenge:

  • Projections that appear too optimistic
  • Failure to consider mitigation
  • Causation—whether the loss resulted from the alleged wrongful act
  • Cost treatment (overstating losses by ignoring fixed cost realities)

Sound methodology, clear documentation, and realistic assumptions are the best defenses.

How Lost Profits Findings Influence Litigation

A well-supported analysis can shift the momentum of a case:

  • It provides a framework for mediation or settlement discussions
  • It strengthens claims for consequential damages
  • It supports punitive damages if tied to intentional misconduct
  • It helps courts evaluate whether the plaintiff’s claim met the “reasonable certainty” standard
  • In federal courts, expert standards set forth by Daubert make forensic rigor essential—weak or speculative analyses usually do not survive.

Practical Takeaways for Litigators and Businesses

  • Involve forensic experts early—it shapes discovery requests and avoids missing key documents.
  • Obtain a complete set of financial records. Data gaps make lost profits harder (and more expensive) to prove.
  • Write contracts with clear performance metrics, mitigation expectations, and agreed-upon remedies.
  • Lost profits analysis is not guesswork, it’s a reconstruction of financial reality supported by documents, data, and analysis. When prepared thoroughly, it reveals the economic story behind a claim.

What challenges have you faced when calculating or disputing lost profits?

AUTHOR BIO:

Charles “CJ” Pulcine, CPA, CFF is a Manager in Smolin’s Forensic and Valuation Services practice, specializing in forensic accounting, fraud investigations, and litigation support. He is a licensed Certified Public Accountant in New Jersey and holds the Certified in Financial Forensics (CFF) credential.

With more than seven years of experience in forensic accounting, financial audits, and fraud investigation, CJ works with businesses and legal counsel on financial fraud investigations, commercial litigation support, matrimonial litigation, business valuation analyses, and shareholder disputes. His work focuses on uncovering hidden transactions, tracing assets, and analyzing financial misconduct.

As a member of Smolin’s forensic team, CJ supports attorneys throughout the litigation lifecycle, including asset tracing, damages analysis, and preparation of financial evidence for mediation, depositions, and trial. He practices out of Smolin’s Red Bank, New Jersey office.

 

 

 

  • Noelle Merwin
  • No Comments

Fraud in the Shadows: Uncovering Embezzlement and Asset Misappropriation in Business Disputes
Fraud in the Shadows: Uncovering Embezzlement and Asset Misappropriation in Business Disputes 266 266 Noelle Merwin

Welcome back to Follow the Money. Over the past few months, we’ve gone over hidden transactions, overstated assets, and how value gets quietly shifted in shareholder and partnership disputes. This time, we’re focusing on a type of fraud that shows up far more often than people realize, usually at the hands of someone who was trusted for years: embezzlement and asset misappropriation.

These schemes tend to unfold slowly. A partner starts paying personal expenses out of the business. A long-time bookkeeper creates a vendor “just to get through a tough month.” An executive begins moving funds into a fictitious side entity because they believe the company “owes them.” In closely held businesses, especially family-run or partnership-based operations, the lack of formal controls gives these problems room to grow. By the time anyone notices, the losses may span years, and disputes may already be underway.

Forensic accounting becomes crucial at that point. Uncovering and properly investigating the embezzlement schemes helps prove breaches of loyalty and fiduciary duty, quantify damages, and determine how money moved and who benefited.

Why Embezzlement Often Goes Undetected

Embezzlement schemes work because they rely on three predictable ingredients: trust, access, and opportunity. And in the middle of business disputes, especially dissolutions or partner fallouts, suspicions escalate. One side begins to question unusual transactions, missing cash, or lifestyle changes that don’t match.

Some motivations we’ve seen in real matters include:

  • The majority owners extracting value before a forced buyout
  • Partners using side companies to divert revenue or inflate expenses
  • Employees quietly approve payments to entities they control

These aren’t always dramatic schemes you would see in the movies. More often, they’re a series of small, repeated acts that add up to significant financial losses over time.

How Embezzlement Typically Happens

Drawing on what regularly appears in litigation, several patterns stand out:

  1. Billing Schemes

One of the most common and costly categories. These include fictitious vendors, fake invoices, inflated charges, or kickback arrangements.

For example, a manager sets up a shell company and submits invoices for “consulting services” that never occurred.

  1. Check and Payment Tampering

Unauthorized checks, altered payees, and unapproved wire transfers. This type of fraud is especially prevalent in smaller businesses where one person controls the payment process.

  1. Payroll Schemes

Ghost employees, manipulated hours, and unauthorized bonuses—often by those responsible for payroll processing.

  1. Skimming and Cash Larceny

Cash taken before it is entered into the accounting system. Hard to detect without strong controls or frequent reconciliation.

  1. Expense Reimbursement Abuse

Employees masking personal spending as business-related, or submitting expense reports for inflated or fictitious expenses.

  1. Theft of Non-Cash Assets

Inventory or equipment disappearing over time—sometimes explained away as “breakage” or “shrinkage.”

In family-owned or partner-run companies, these schemes often overlap with related-party activity, blurring the line between personal and business spending.

How Forensic Accountants Uncover the Scheme

The investigative process is rarely a single breakthrough. Instead, it’s a combination of examining patterns, inconsistencies, and the way money actually moved:

  1. Transaction-Level Review

Reviewing every transaction that matters. Bank statements, ledger entries, and supporting documents are compared line by line.

  1. Vendor and Payroll Analytics

Looking for duplicate vendors, unusual addresses, missing tax information, or invoices that fall just below approval thresholds.

  1. Anomaly and Pattern Detection

Tools like Benford’s Law can flag unusual digit patterns in large datasets, but the real insight often comes from understanding the context behind those anomalies.

  1. Funds Tracing

Following the flow of money using structured methods to show how funds were moved, commingled, and ultimately used.

  1. Lifestyle Assessments

When someone’s spending outpaces their salary, the explanation usually resides in the financial records.

  1. Digital Forensics

Audit logs, email records, metadata, and even deleted documents often reveal deliberate attempts to conceal illicit activity.

  1. Interviews and Third-Party Confirmation

Speaking with employees, requesting vendor confirmations, or subpoenaing bank records often clarifies the story.

How These Findings Shape Litigation

Uncovering embezzlement changes the direction of a case:

  • It supports claims of fiduciary breach, oppression, or unjust enrichment.
  • It identifies how assets were misappropriated.
  • It justifies the removal of the wrongdoer or dissolution of the business.
  • In some situations, the case becomes criminal.

Early forensic involvement also helps preserve evidence—something that becomes critical if parties begin deleting data or changing access rights.

Preventing Problems Before They Start

While no system is perfect, several basic steps dramatically reduce risk:

  • Segregation of duties
  • Dual approvals for payments
  • Regular reconciliations
  • Surprise audits
  • Anonymous reporting channels

It is important to act quickly. Preserve digital records, secure financial data, and engage forensic experts before documents are altered or destroyed.

Embezzlement doesn’t usually begin with one large theft—it grows from repeated acts hidden in routine transactions. But the traces are always there. When you follow them carefully, the real story becomes clear.

What red flags have you come across in your own work?

AUTHOR BIO:

Charles “CJ” Pulcine, CPA, CFF is a Manager in Smolin’s Forensic and Valuation Services practice, specializing in forensic accounting, fraud investigations, and litigation support. He is a licensed Certified Public Accountant in New Jersey and holds the Certified in Financial Forensics (CFF) credential.

With more than seven years of experience in forensic accounting, financial audits, and fraud investigation, CJ works with businesses and legal counsel on financial fraud investigations, commercial litigation support, matrimonial litigation, business valuation analyses, and shareholder disputes. His work focuses on uncovering hidden transactions, tracing assets, and analyzing financial misconduct.

As a member of Smolin’s forensic team, CJ supports attorneys throughout the litigation lifecycle, including asset tracing, damages analysis, and preparation of financial evidence for mediation, depositions, and trial. He practices out of Smolin’s Red Bank, New Jersey office.

 

 

 

  • Noelle Merwin
  • No Comments

Beyond the Balance Sheet: Tracing True Value in Shareholder and Partnership Battles
Beyond the Balance Sheet: Tracing True Value in Shareholder and Partnership Battles 266 266 Noelle Merwin

Welcome back to Follow the Money. In the last article, we dug into how inflated assets and hidden liabilities can distort a company’s financial picture. This month, we’re shifting to a problem that shows up just as frequently in shareholder and partnership disputes but is often much harder to see at first glance: the value that exists outside the balance sheet. Value that’s moved, suppressed, or withheld long before a case ever lands in court.

In closely held companies, disputes can quickly become close and personal. Minority shareholders feel squeezed out. Partners stop communicating. Financial statements arrive late or not at all. And while the official records may look stable or even healthy, the economic reality behind them often tells a very different story. That’s where forensic accountants step in, not as advocates, but as the professionals responsible for figuring out what actually happened.

The Balance Sheet Rarely Tells the Full Story

GAAP financials have their own place and time, but they don’t necessarily reflect how owner‑managed companies actually operate. In the disputes I’ve worked on, it’s common to see:

  • Minority interests are undervalued due to overly aggressive discounts.
  • Revenue or intellectual property is diverted to related entities owned by the adversary, who is also the controlling party.
  • Controlling shareholders are taking compensation or perks that reduce profits and benefit them personally to the unfair disadvantage of other shareholders.
  • Minority interests are denied information or fed selectively incomplete data.

In many jurisdictions, courts award fair value in oppression cases and not heavily discounted value. That makes it critical to rebuild what the ownership stake should have been worth without the controlling influence.

Red Flags That Something Doesn’t Add Up

Here are patterns that often indicate value is being stifled:

1. Limited or Delayed Access to Information

Records show up late, are incomplete, or key schedules are “missing.” This experience is usually the first sign that something needs closer scrutiny.

2. Unequal Financial Benefits

Majority owners pay themselves unusually high salaries or bonuses, taking shareholder loans, or using company funds for personal expenses, all while minority owners are denied distributions.

3. Related‑Party Deals

Rents paid to a building owned by the majority shareholder, management fees to an affiliate, or contracts directed to side commonly controlled entities. These maneuvers can quietly drain the company’s value.

4. Suppressed Dividends Despite Strong Results

Profits keep accumulating on the books, but somehow never make their way to minority owners as dividends.

5. Business Opportunities Redirected Elsewhere

A new contract or customer is assigned to a different entity owned by the controlling group, leaving the company’s reported revenue flat.

6. Financial Patterns That Don’t Match the Market

When revenue stalls while the industry grows, or when “consulting expenses” spike out of nowhere, it’s worth asking why.

Not all of these are classic fraud and they can be smaller, ongoing breaches of trust that nevertheless cause significant economic harm over time.

How We Reconstruct the Truth Behind the Numbers

Revealing the company’s real economic picture requires combining valuation methods with investigative accounting.

1. Normalizing Earnings

We adjust the historical income statement to remove one-time events, reverse excessive owner compensation, and correct transactions made at below‑ – or above-market rates.

2. Tracing Cash Flows

This step goes beyond reviewing summarized statements. We track money movements across accounts, identify hidden transfers and side accounts, and reconcile discrepancies between bank activity, tax returns, and internal records.

3. Applying Adjusted Valuation Approaches

Traditional valuation models (income, market, asset) get combined with forensic adjustments that quantify the impact of:

  • diverted profits
  • suppressed dividends
  • related‑party transactions
  • removed corporate opportunities

4. Reviewing Lifestyle and Net Worth

When majority owners claim modest compensation but show significant lifestyle and personal asset growth, that’s a financial anomaly worth exploring.

5. Third‑Party Verification

We often confirm vendor relationships, customer contracts, property ownership, and related‑entity activity. Independent sources often break a case open.

Clear visual summaries such as cash flow maps or adjusted earnings models often help the triers of fact better understand the financial picture than pages of spreadsheets.

How These Findings Shape Litigation Outcomes

Once the true economic picture is reconstructed, the impact can be significant:

Claims of shareholder oppression gain support when the financial harm becomes quantifiable.
Buyouts are recalculated at fair value rather than discounted figures.
Damages for lost profits, diverted opportunities, or reduced distributions become easier to demonstrate.

Many cases settle once forensic analysis reveals discrepancies that the controlling party cannot explain away.

In many closely held companies, adjusting for these issues can increase the true value of a minority equity interest by 20% to 50%.

Advice for Shareholders, Partners, and Attorneys

· Document concerns early—emails, tax filings, and financial statements all matter.

· Preserve records before a dispute escalates.

· Don’t rely solely on the numbers presented by the controlling party.

· In litigation, bringing in forensic expertise after discovery deadlines makes the investigative work harder.

A balance sheet can only tell you so much. The real story lies in the flow of money—often hidden in places that traditional financial statements don’t capture or present.

What signs of value suppression have you seen in the matters you’ve handled?

AUTHOR BIO:

Charles “CJ” Pulcine, CPA, CFF is a Manager in Smolin’s Forensic and Valuation Services practice, specializing in forensic accounting, fraud investigations, and litigation support. He is a licensed Certified Public Accountant in New Jersey and holds the Certified in Financial Forensics (CFF) credential.

With more than seven years of experience in forensic accounting, financial audits, and fraud investigation, CJ works with businesses and legal counsel on financial fraud investigations, commercial litigation support, matrimonial litigation, business valuation analyses, and shareholder disputes. His work focuses on uncovering hidden transactions, tracing assets, and analyzing financial misconduct.

As a member of Smolin’s forensic team, CJ supports attorneys throughout the litigation lifecycle, including asset tracing, damages analysis, and preparation of financial evidence for mediation, depositions, and trial. He practices out of Smolin’s Red Bank, New Jersey office.

 

 

 

  • Noelle Merwin
  • No Comments

When Numbers Lie: Detecting Overstated Assets and Underreported Liabilities
When Numbers Lie: Detecting Overstated Assets and Underreported Liabilities 266 266 Noelle Merwin

Welcome back to Follow the Money. In the first article, we looked at how hidden transactions can shift the entire direction of a case. This month, we’re turning to something that tends to be quieter, harder to spot, and often more damaging in the long run: companies inflating what they own and downplaying what they owe.

These issues arise regularly in shareholder disputes, post-acquisition cases, and partnership breakups. On the surface, the financials may look polished. But once you start testing the numbers, you see where the story falls apart. That’s where forensic accounting becomes less about crunching numbers and more about understanding what someone was trying to achieve—and how far they were willing to go to get there.

Why Inflate Assets or Hide Liabilities?

Most of the time, the motivation is simple: to look better than you really are.

  • Higher asset values mean stronger leverage positions, better ratios, and more attractive sale or investment prices.
  • Lower liabilities reduce the perception of risk and make earnings appear healthier.

When litigation enters the picture, these distortions can change the economic landscape of a dispute. A couple examples that show up often:

  • A seller in an M&A transaction quietly boosts inventory figures to support a higher purchase price.
  • Executives stretching accounting policies and recognition of assets and liabilities to satisfy loan covenants or bonus thresholds.

We’ve all seen what happens when this behavior scales. WorldCom capitalized billions of expenses. Enron shifted debt and investment risk into entities no one was meant to scrutinize. While most cases aren’t that dramatic, the underlying tactic is familiar—polished numbers masking fragile foundations.

Red Flags and Techniques Used to Manipulate Statements

In practice, certain patterns show up again and again. Some of the most common include:

  1. Inflated Asset Values
  • Inventory that hasn’t been written down despite being overvalued, obsolete, or unsellable.
  • Fixed assets are staying on the books far past their useful lives.
  • Receivables are reported as current even when collection is doubtful.

A simple indicator: sudden appreciation or revaluation adjustments inconsistent with history.

2. Improper Capitalization

When expenses that should be recorded in the income statement are instead booked as assets, earnings immediately look better. Repairs, routine maintenance, and certain development costs are frequent targets.

3. Hidden or Understated Liabilities

  • Contingent liabilities are not recognized on the balance sheet.
  • Related-party loans or guarantees are buried in footnotes—or not disclosed at all.
  • Reserves are manipulated to keep earnings smooth and predictable.

Pressure from lenders, investors, and internal performance metrics often influences poor management’s decisions.

4. Numbers That Don’t Match Behavior

This includes:

  • Declining asset turnover despite reported growth.
  • Healthy profits paired with stagnant or negative cash flow.
  • Growth of Accounts Receivable and Inventory Accounts paired with stagnant sales
  • Frequent shifts in accounting policies or large manual journal entries at month-end or year-end.

When the story being told by the numbers doesn’t align with economic reality, it’s worth taking a closer look.

How Forensic Accountants Uncover the Truth

Our work isn’t about catching someone with a single “gotcha” moment. It’s a layered approach—building a full picture from many angles:

1. Source Document Testing

Invoices, contracts, appraisals, and inventory counts—what’s on paper often contradicts what’s recorded in the system. In one matter I handled, a physical inventory walkthrough immediately revealed discrepancies that the books had masked for years.

2. Analytical Testing

Ratio analysis, trend reviews, and comparisons to industry benchmarks highlight where numbers diverge from what’s typical or expected.

3. Data Analytics

Transaction-level records often show timing issues or unusual behavior. Deleted entries, edited fields, or clusters of adjustments around financial close dates can be especially telling.

4. Lifestyle or Net Worth Comparisons

Sometimes, the simplest test is comparing reported income to public or observable spending patterns. When someone shows a lifestyle their reported income can’t support, it’s usually not because they found coupons or received discounts.

5. Third-Party Confirmation

Banks, vendors, customers, appraisers—independent sources help confirm or contradict what the company has represented.

Visual tools—charts, schedules, and flow diagrams—help clarify patterns that otherwise get lost in spreadsheets.

How This Matters in Litigation

Uncovering asset inflation or hidden liabilities doesn’t just adjust the math—it changes the interpretation of events:

  • Fraud or breach becomes clearer.
  • Valuations shift, potentially significantly.
  • Earn-outs, indemnification, or clawback provisions can swing drastically.
  • Scenarios may become criminal.

Early forensic involvement prevents parties from anchoring themselves to numbers that shouldn’t have been trusted in the first place.

Key Takeaways for Litigators and Business Owners

  • Establish strong internal controls and maintain them consistently.
  • Don’t rely solely on management’s representations—verify.
  • In disputes, bring a forensic accountant in early rather than waiting for discovery to reveal surprises.

Financial statements are supposed to reflect the truth. But when someone chooses to manipulate them, the inconsistencies eventually surface. The challenge is knowing where to look—and asking the right questions at the right time.

 

AUTHOR BIO:

Charles “CJ” Pulcine, CPA, CFF is a Manager in Smolin’s Forensic and Valuation Services practice, specializing in forensic accounting, fraud investigations, and litigation support. He is a licensed Certified Public Accountant in New Jersey and holds the Certified in Financial Forensics (CFF) credential.

With more than seven years of experience in forensic accounting, financial audits, and fraud investigation, CJ works with businesses and legal counsel on financial fraud investigations, commercial litigation support, matrimonial litigation, business valuation analyses, and shareholder disputes. His work focuses on uncovering hidden transactions, tracing assets, and analyzing financial misconduct.

As a member of Smolin’s forensic team, CJ supports attorneys throughout the litigation lifecycle, including asset tracing, damages analysis, and preparation of financial evidence for mediation, depositions, and trial. He practices out of Smolin’s Red Bank, New Jersey office.

 

 

 

Start Typing
in NJ & FL | Smolin Lupin & Co.