Hidden Risks in Deal Making: What You’re Missing? | 202X Vision
Host: Vishwendra Verma, Founder, GrowthSutra
Expert Guest: Sumit Gupta, President, QRG Investments and Holdings
The Anatomy of Risk in Deal Making
Vishwendra: A significant opportunity looks drastically different depending on where you sit—sales, finance, procurement, delivery, or the CEO’s office. When you evaluate a major business opportunity, what core dimensions of risk immediately run through your mind?
Sumit Gupta: We all act as intuitive risk managers in daily life—when you are early in your career with limited capital, your risk appetite is higher; near retirement, capital preservation becomes sacrosanct, and you might cap risky equity allocation at 5%. That exact mindset carries into business leadership.
Every commercial opportunity operates across three core dimensions of risk:
The Individual & Attitude: Who is bringing the deal to the table? What is their track record, conviction, and underlying behavioral posture?
Deal Commercials & Cash Flow Realities: What are the actual underlying economics versus headline projections?
Macroeconomic & Geopolitical Environment: Geopolitical and macroeconomic variables can turn an opportunity upside down overnight.
Take the auto components sector: until recently, global OEMs prioritized only the most cost-efficient suppliers. Today, supply continuity and risk mitigation outweigh pure cost. Tables have completely turned—OEMs actively seek business continuity plans and geography/counterparty diversification. As a leader, you must stay nimble enough to turn sudden shifts into calculated advantages or swiftly cut your losses.
The Trap of Headline Revenue vs. Risk-Adjusted Value
Vishwendra: When a massive enterprise deal lands on the CEO’s desk, the immediate gravitational pull is headline top line. What critical blind spot do executives miss when everyone in the boardroom is intoxicated by deal size?
Sumit Gupta: Mature leaders must evaluate transactions on a risk-adjusted revenue and risk-adjusted bottom-line basis rather than face value.
If an organization pushes into high-yield, unsecured lending (such as used car funding), early quarters will deliver enticing yields. But inevitably, the true credit cost surfaces—and it surfaces viciously. If a business unit leader optimizes merely for next quarter's scorecard without accounting for downside cycle risks, they compromise the long-term health and culture of the firm.
Short-term wins mean nothing if they set precedents that destroy institutional discipline.
Ground Signals vs. The "Cozy Club" Echo Chamber
Vishwendra: Once a deal is validated by direct access to senior client leadership, teams quickly shift from "Should we do this?" to "How do we close this?" Warning signs get rationalized away. How do you detect serious trapdoors in such deals?
Sumit Gupta: The single most critical component of running a resilient enterprise is maintaining direct, unvarnished feedback from the front lines.
The moment executive leadership becomes isolated from people on the ground, they fall victim to the "cozy club" of yes-men. An effective leader must be willing to conduct spontaneous spot-checks in the field—speaking directly with ground-level clients and junior execution team members who normally lack boardroom access. That is where you uncover true customer friction, competitor moves, and operational workarounds.
I saw this firsthand in 2008 at a banking institution. The organization wanted to chase small-ticket lending at aggressive yields. While internal projections looked stellar, ground-level macroeconomic indicators were flashing red. The bank proceeded anyway, chasing quick spread. Within 6 to 9 months, performance unraveled, forcing leadership to pull the emergency brake, take a full U-turn, and absorb painful losses. Making a calculated U-turn requires shedding executive ego—institutional survival must always come before personal reputation.
Strategic Loss-Leaders: Taking Calculated Human Risk
Vishwendra: When does customer intelligence justify bending traditional risk boundaries to win a relationship?
Sumit Gupta: It comes down to knowing when to take a calibrated risk on high-agency individuals who do their groundwork.
Years ago, a team member approached me with a seemingly irrational proposal: extend a ₹5 crore credit line to a marquee restaurant chain at 7.5%, while our bank’s cost of deposits was 8%. It was an immediate loss-maker. But the individual demonstrated extraordinary conviction and proposed a disciplined 3-month review cadence, committing to weekly client face-time to cross-sell profitable services.
I approved it as a calculated business development investment. At 3 months, we had recouped part of the margin; by 6 months, we reached breakeven. Today, nearly 15 years later, that bank remains the exclusive house banker to the entire promoter family and group entities.
Taking that punt required evaluating the three pillars:
The individual's attitude was sincere and accountable.
The commercials, while aggressive, would not "blow up our shirt" if the bet failed.
The macroeconomic tailwinds were supportive.
This also requires an organizational culture where junior talent can bypass rigid hierarchies to pitch high-conviction ideas directly to leadership without fear of political friction.
The Reality of Deferred Cash Flows: Why Margin Means Nothing Without Liquidity
Vishwendra: In manufacturing and complex enterprise contracts, sales teams often face intense pressure to book "marquee" logos, even when cash realization is pushed far into the future. At what point does volume chase compromise balance-sheet viability?
Sumit Gupta: To a salesperson, every single deal is a matter of life or death—that is universal human nature across every sector. The executive's job is to separate operational substance from sales pitch enthusiasm.
I recall a sales head pitching credit to a basmati rice processor, presenting them as an irreplaceable, market-leading brand. A five-minute financial audit revealed they were stuck at a ₹32 crore top-line after 20 years in business, with EBITDA margins trailing commodity peers. If the fundamentals don't align with the narrative, you walk away. That company defaulted soon after.
Another stark instance was a ₹250 crore manufacturing contract for a government-affiliated entity. The margins were exceptionally lucrative, but the payment terms stretched over 10 years, with the majority of delivery packed into the first 24 months. A new business head was eager to plant his flag with a splashy win. However, executive leadership held the line and rejected the contract. Why? Because deferring cash conversion over a decade burdens the company with severe working capital strain and establishes a corrosive precedent across sales culture.
When enterprises—especially MSMEs and mid-market firms—fail, they almost never die from empty order books; they die from liquidity starvation. Working capital is the lifeblood of business operations.
Shifting from Invoiced Revenue to Cash Realization
Vishwendra: Should working capital and collections be formally accounted for during deal structuring, rather than treated as a post-facto finance clean-up problem?
Sumit Gupta: Absolutely. Traditional business communities understood this intuitively—cash is king.
Today, modern organizations are reverting to that foundational wisdom. Progressive enterprises are realigning sales compensation models around realized cash collections rather than paper invoice generation. If the cash has not hit the account, the deal isn't economically complete.
In long-cycle EPC and industrial projects, multi-year revenue recognition can mask underlying delivery and collection vulnerabilities. Tying deal viability to cash conversion eliminates the moral hazard of sales teams booking unprofitable volume and passing collection liabilities to operations.
Knowing When to Walk: ERM Frameworks and Escalation Triggers
Vishwendra: The more executive time and emotional capital poured into an enterprise deal, the harder it becomes to disengage. How do organizations set objective boundaries so deal teams know when to walk away?
Sumit Gupta: That requires explicit institutional Enterprise Risk Management (ERM) boundaries.
Regulatory mandates, such as SEBI’s requirement for ERM frameworks in large entities, forced modern corporations to systematize what used to be informal gut decisions. Healthy organizations establish non-negotiable boundaries around:
Concentration limits (by client, sector, or geography)
Minimum cash flow and payment milestone thresholds
Operational governance guardrails
When deal dynamics breach predetermined baseline parameters, the deal team cannot proceed on discretion alone; an institutional escalation trigger must be activated. Multi-disciplinary review committees—spanning commercial, financial, and technical leads—ensure decisions aren't hijacked by individual business unit incentives.
Managing the Counterparty: Biting the Bullet Early
Vishwendra: When market realities disrupt deal economics mid-stream, how should enterprise leaders address difficult conversations with the counterparty without destroying the relationship?
Sumit Gupta: You rip the band-aid off with transparent, proactive candor rather than death by a thousand cuts.
During the 2007–2008 liquidity crunch, sudden central bank policy rate hikes sharply elevated our bank's cost of funds. We were debating an immediate benchmark PLR hike: internal consensus favored an incremental 1% hike now, with another 1% hike weeks later to soften the optics.
I took the contrarian stance: go back to clients once with the full 2% hike, communicate the macro realities transparently, absorb the pushback, and offer clarity. Going back repeatedly irritates customers and erodes credibility.
We were the only bank in the market to take the full hit upfront. Counterparties respected the directness, understood the rationale, and appreciated that we didn't play incremental games. Transparent, principled communication during market volatility builds far deeper commercial loyalty than masking reality.
Watch The Replay
This Q&A is based on GrowthSutra's "Hidden Risks In Deal Making: What You're Missing? | 202X Vision" session.
The full video replay, complete with detailed case discussions, is available on GrowthSutra's official YouTube channel and LinkedIn page.