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When the Numbers Lie: How Corporates Can Protect Themselves from Fraud, Tax and Trade Risks?

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....hen the Numbers Lie: How Corporates Can Protect Themselves from Fraud, Tax and Trade Risks?<br>By: - YAGAY and SUN<br>Accounting - Auditing<br>Dated:- 14-8-2026<br>Introduction: The Most Dangerous Lie May Look Like a Perfect Number. A company reports Rs. 500 crore of revenue Rs. 60 crore of profit and strong year-on-year growth. The Board congratulates management. Analysts applaud the performance. The auditors sign off the financial statements. Six months later, the company discovers that a significant portion of the sales relates to customers with weak financial capacity. Collections are delayed, goods have been returned, and several transactions involve entities connected through common intermediaries. The reported profit was real in the accounting system-but the underlying economics were far less impressive. This is the central challenge of modern corporate risk management: Numbers can be mathematically correct and economically misleading at the same time. Fraud, aggressive accounting, tax exposures, circular trades and unethical commercial practices rarely begin as spectacular crimes. They often begin with small exceptions, unexplained transactions, excessive manage....

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....ment optimism, pressure to meet targets or a willingness to accept documentation without questioning the underlying substance. A truly resilient corporation must therefore learn to distinguish between numbers that merely balance and numbers that tell the truth. 1. Revenue Is Not Always Business Revenue is one of the most powerful numbers in a corporate performance dashboard and one of the numbers most vulnerable to manipulation. Consider a hypothetical company, ABC Components Ltd. In March, management is short of its annual revenue target by Rs. 40 crores. A distributor places an order for Rs. 40 crore of products on 30 March. The company records the sale. The financial statements show the target achieved. But there is a problem. The distributor does not have sufficient warehouse capacity, has limited cash resources and has historically purchased only Rs. 5-7 crore annually. The products are delivered to a third-party warehouse, and within weeks the distributor requests substantial returns. Individually, the invoice, purchase order and delivery documents may all exist. But the obvious question is: • Was this genuinely a sale, or was it an attempt t....

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....o move revenue from the next financial year into the current year? Exhibit 1: Revenue Red Flags Indicator Question management should ask Large year-end sales Why did the customer suddenly need so much inventory? Sudden customer growth Does the customer&#39;s financial capacity support the purchase? High subsequent returns Was the original sale commercially genuine? Rising receivables Is profit being created without cash? Sales to new entities Who owns or controls the customer? Unusual discounts Is revenue being inflated and discounts disclosed later? Advisory Never evaluate revenue only through invoices. Analyse the complete cycle: • Order Delivery Acceptance Collection Returns Subsequent transactions A sale that cannot survive this entire cycle deserves scrutiny. 2. The Profit-Cash Disconnect. One of the simplest yet most powerful fraud indicators is the relationship between profit and cash flow. Suppose Company B reports: • Revenue: Rs. 1,000 crore • EBITDA: Rs. 180 crore • Profit after tax: Rs. 90 crore • Receivables: Rs. 420 crore • Operat....

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....ing cash flow: negative Rs. 30 crore This does not automatically mean fraud. A rapidly growing company can legitimately consume cash through working capital. But it raises a question: • Where is the cash corresponding to the reported profit? If the answer is repeatedly "next quarter," management should investigate. Exhibit 2: The Five-Question Cash Test. For significant reported profits, ask: • Who paid? • When did they pay? • How much remains outstanding? • Why has the receivable increased? • What proportion of profit has converted into cash? Opinion A CFO should be uncomfortable with a business that consistently reports excellent profits and disappointing cash flows. Profit may be influenced by accounting estimates. Cash is much harder to persuade. 3. Circular Trades: When Turnover Becomes Theatre Circular trading can make a business appear substantially larger than its underlying economic activity. Imagine three companies: Company A Company B Company C Company A Each company buys and sells goods. Every entity records revenue. GST or other indirect tax documentation may ....

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....exist. Payments may move through bank accounts. Yet the economic substance may be little more than a circular flow designed to manufacture turnover. Consider the following hypothetical example: A Rs. 100 crore product moves through three entities. Each entity records a Rs. 100 crore sale at a small margin. By the time the chain reaches the original entity, the group appears to have generated Rs. 300 crore of turnover. But has Rs. 300 crore of economic value actually been created? Not necessarily. Exhibit 3: Questions for Detecting Circularity Area of Review Key Questions / Red Flags What to Verify Ownership Do the counterparties have common beneficial owners? Are directors, promoters or key employees connected? Examine ultimate beneficial ownership, directors, key management, shareholding patterns and other relationships between counterparties. Location Do several entities operate from the same premises? Are warehouses genuinely independent? Verify registered and operating addresses, warehouse locations, logistics arrangements and physical infrastructure. Finance Is the same source of funds financing multiple transactions? Are paym....

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....ents effectively being recycled? Trace the flow of funds, banking channels, payment timing, common financiers and unusual or circular payment patterns. Goods / Services Did the goods actually move? Is there evidence of independent demand? Verify dispatch, transportation, delivery, inventory records, consumption, customer acceptance and end-use of goods/services. Commerciality Why would an economically rational business undertake these transactions? Is there a genuine commercial purpose? Assess pricing, margins, credit terms, business rationale, market conditions and whether the transaction creates genuine economic value. Overall Assessment Are multiple red flags appearing across ownership, location, finance and goods? Evaluate the entire transaction chain rather than assessing each transaction or counterparty in isolation. Key Tip: Look at the Network, Not Just the Transaction Do not review counterparties one transaction at a time. Map the entire ecosystem. A transaction that appears legitimate when viewed in isolation may reveal circularity, common ownership, recycled funds or artificial turnover when the complete chain of counterpartie....

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....s and transactions is analysed. Practical approach: • Ownership Location Finance Goods/Services Commercial Purpose End-to-End Transaction Mapping Map the entire ecosystem. A transaction that looks normal in isolation can become suspicious when viewed as part of a network. 4. The Tax Surprise Waiting Inside a Commercial Decision. Tax risk often begins outside the tax department. A sales team agrees to a new distributor arrangement. Procurement appoints an overseas supplier. Finance restructures an inter-company payment. A business unit introduces a new incentive scheme. Months later, the tax department discovers that the commercial structure has created an unexpected tax exposure. This is why tax should not be treated as a year-end compliance exercise. Example Company C establishes an overseas subsidiary to provide marketing and support services. The arrangement appears commercially sensible. However, management has not sufficiently analysed: • Transfer-pricing implications; • Withholding-tax requirements; • Permanent-establishment risks; • Indirect tax implications; • Substance req....

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....uirements; and • Documentation supporting the commercial rationale. The structure may be legally defensible, but the company now faces uncertainty, litigation costs and potentially significant tax demands. Advisory Before implementing a material or unusual transaction, the business should ask the tax function three questions: • What tax could arise? • What tax position are we taking? • What happens if the tax authority disagrees with us? The third question is frequently forgotten. 5. The "Paper Compliance" Trap. One of the most dangerous assumptions in corporate governance is: • "We have all the documents; therefore, the transaction is genuine." Fraudsters understand documentation. A fictitious transaction can have: • Purchase order; • Invoice; • Goods receipt note; • Delivery challan; • Bank payment; • Contract; and • Accounting entry. The paperwork may look perfect. The missing element may be economic substance. Exhibit 4: Substance-Over-Paper Test. Before accepting a high-risk transaction, ask: ....

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.... • Purpose: Why was it undertaken? • Capacity: Could the counterparty realistically perform it? • Movement: Did goods/services actually move? • Funding: Where did the money originate? • Benefit: Who ultimately benefited? • Commerciality: Would an independent party have undertaken the same transaction? If the answers are vague, the documentation should not end the investigation-it should begin it. 6. Related Parties: Look Behind the Nameplate. Companies are generally conscious of formally identified related parties. The greater danger lies in undisclosed connections. Suppose a company appoints a new supplier offering exceptionally attractive pricing. The supplier is not formally identified as a related party. Later, it emerges that: • The supplier&#39;s director has a close business relationship with a senior executive; • The supplier operates from premises associated with another group company; • The same consultant is involved in both organisations; • Payments are routed through unusual intermediaries. None of these facts alone proves wrong....

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....doing. Together, however, they justify enhanced due diligence. Tip: Build a Relationship Map - For significant vendors, customers and intermediaries, companies should consider mapping: • Owners Directors Key employees Addresses Bank relationships Agents Other counterparties. Technology can make this process significantly more effective. The objective is not to treat every relationship as suspicious. It is to make hidden relationships visible. 7. When Sales Incentives Create Bad Behaviour. Sometimes the problem is not a dishonest employee. It is a badly designed incentive system. Suppose a sales manager receives a bonus based entirely on quarterly revenue. The manager has two choices: • Option A: Sell Rs. 90 crore with excellent collection prospects. • Option B: Sell Rs. 110 crore by offering aggressive discounts, accepting weak customers and pushing inventory into the distribution channel. If compensation rewards only the second number, the organisation has effectively designed the misconduct. Advisory Sales incentives should consider not only revenue, but also: • Collections; • Returns; â....

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....€¢ Customer quality; • Margin; • Complaints; • Compliance; • Contractual discipline; and • Long-term customer value. A useful principle is: • Do not reward revenue that the business may later have to reverse. 8. Third-Party Risk: Your Reputation Travels with Your Agents. A corporation may maintain excellent internal controls but still be exposed through distributors, consultants, agents and other intermediaries. Imagine an agent is paid a substantial "success fee" for securing a major government or institutional contract. The company knows the agent&#39;s identity but has not investigated: • Who ultimately controls the agent? • Why the fee is so high? • What services are actually being provided? • Whether the agent has appropriate qualifications? • Whether the agent has unusual relationships with decision-makers? The risk is obvious: the company may inherit the consequences of conduct carried out by someone outside its payroll. Exhibit 5: Third-Party Due-Diligence Matrix Risk Minimum question Ownership Who ultim....

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....ately controls the entity? Capability Can it actually perform the contracted service? Compensation Is the fee commercially reasonable? Reputation What is its regulatory/legal history? Connections Does it have relevant undisclosed relationships? Documentation Are services independently evidenced? 9. Management Override: The Elephant in the Boardroom. Internal controls often work well-until someone powerful decides they should not apply. A junior employee may not be able to bypass an approval matrix. A senior executive may. That is why management override is one of the most significant governance risks. Red flags include: • Exceptional transactions approved outside normal procedures; • Significant year-end journal entries; • Repeated control overrides; • Unusual changes in accounting estimates; • Related-party transactions; • Pressure on finance personnel to "make the numbers work"; • Unexplained urgency surrounding major transactions. Opinion • The stronger the executive, the stronger the independent challenge should be-not the weaker. ....

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....A Board should never assume that a transaction is safe simply because it was approved by senior management. 10. The Board&#39;s Role: Ask Questions That Make People Uncomfortable A Board does not need to investigate every invoice. But it should ask questions that expose weak assumptions. For example: • "Why has revenue grown 25% while collections have grown only 5%?" • "Why did this customer suddenly become our largest customer?" • "Why are so many transactions occurring in the final ten days of the financial year?" • "Who ultimately owns this counterparty?" • "What happens if the tax authority rejects this position?" • "Why does this intermediary receive a fee significantly higher than market practice?" • "Would we still undertake this transaction if it were publicly disclosed tomorrow?" These questions create accountability. 11. The PROOF Framework Corporates can adopt a simple five-part test for material or unusual transactions. P - Purpose - What is the genuine commercial objective? R - Reality - Did the underlying economic event actually occur? O - Ownership - Who....

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.... ultimately owns, controls or benefits from the counterparties? O - Outflow/Inflow - Did money, goods and services actually move as represented? F - Fairness - Is the transaction commercially reasonable, legally defensible and ethically acceptable? Exhibit 6: The PROOF Decision Rule • If all five answers are clear Proceed with normal controls. • If one answer is unclear Obtain enhanced review. • If multiple answers are unclear Escalate to independent review before proceeding. This simple framework can be embedded into procurement, sales, finance, tax and investment processes. 12. The Whistle-blower is an Early-Warning System Technology can detect anomalies. Employees can detect behaviour. A credible whistle-blower mechanism is therefore an important component of a surprise-proof organisation. But a whistle-blower policy should not be a decorative paragraph in the annual report. Employees must believe that: • Complaints are confidential; • Retaliation will not be tolerated; • Investigations are independent; • Senior executives are not immune; • Genuine concern....

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....s will reach the appropriate Board committee. Tip • Track whistle-blower cases by theme, not merely by number. Ten complaints about aggressive sales practices may reveal a systemic incentive problem even if none individually constitutes fraud. 13. What a CFO Should Put on the Dashboard A conventional dashboard shows: Revenue | EBITDA | Profit | EPS A risk-sensitive dashboard should add: • Revenue-to-cash conversion • Receivable ageing • Sales returns • Year-end revenue concentration • Manual journal entries • Related-party transactions • Unusual vendor/customer concentration • Tax exposures • Control overrides • Whistle-blower trends • Third-party risk ratings This transforms the dashboard from a performance report into an early-warning system. Conclusion: Don&#39;t Wait for the Numbers to Confess The greatest corporate failures often become obvious only in hindsight. • The warning signs were there. • Receivables were rising. • Margins were unusual. • Tr....

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....ansactions were circular. • Tax positions were aggressive. • Control exceptions were multiplying. • Employees were complaining. Yet nobody connected the dots. The lesson is not that every unusual transaction is fraudulent. It is that unusual transactions deserve questions before they become explanations. A resilient corporation does not operate on blind trust. Nor does it operate in an atmosphere of suspicion. It operates on evidence, challenge and transparency. The objective should be to create a culture where the finance team is not merely asked, "Can you account for this?", but also: "Can you explain why this makes economic sense?" • Where the tax team is not brought in only after a transaction is completed, but before the structure is finalised. • Where the Board does not merely review the numbers, but challenges the story behind them. • Where auditors are given access to information rather than carefully curated narratives. And where employees can say, "Something does not look right," without fearing that they are damaging their careers. Final Advisory - Every corporate leader shoul....

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....d periodically ask five questions: • Are our profits converting into cash? • Are our transactions creating genuine economic value? • Do we know who ultimately stands behind our customers, vendors and intermediaries? • Have we quantified our significant tax and regulatory uncertainties? • Can our people safely challenge management when something does not look right? If the answer to these questions is yes, the corporation is not fraud-proof-no corporation can be. But it is becoming surprise-resistant. And in an environment where accounting fraud, tax disputes, circular trading and unethical practices can rapidly turn into financial and reputational crises, that may be one of the most valuable competitive advantages a company can build. Because when the numbers lie, the companies that survive are not necessarily those with the best numbers. They are the ones with the best systems for discovering the truth. *** =============<br> Scholarly articles for knowledge sharing by authors, experts, professionals ....