Distressed Cash Flow Story
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I am a first-year analyst in New York moving from audit into restructuring advisory at a middle-market firm. Can you walk me through a hands-on example of building the cash flow story for a distressed company, and how to tell whether the problem is operating pain or just a one-time working capital swing? I want to know what a restructuring banker would probe next.

Absolutely. Think of the cash flow story in three layers: earnings, working capital, and liquidity runway.
Example: a distributor reports EBITDA of 12 million, down from 18 million last year. At first glance, that looks like operating pain. But if you dig in, you find receivables increased 9 million because a few large customers stretched payment terms, inventory increased 6 million due to overbuying, and payables increased only 1 million. Net working capital used 14 million of cash.
A restructuring banker would separate:
- Core operating deterioration: lower margin, lower volume, higher overhead, customer loss
- One-time or temporary working capital drag: timing of collections, inventory build, vendor payment timing
- Non-recurring items: legal fees, one-off tax payments, severance, insurance true-ups
The key question is whether EBITDA and operating cash flow are both weak, or whether EBITDA is okay but cash is crushed by working capital. If EBITDA is stable and the cash hit comes from receivables and inventory, that is often a timing problem. If EBITDA is falling and working capital is also worse, that points to a deeper operating issue.
Next, I would ask: what drove the AR build, are customers actually paying late, are inventory days rising because of weak demand, and are vendors tightening terms because they are worried? Those answers tell you whether the business can self-correct or needs a liability-side fix.
That helps. If I am looking at a quarter where operating cash flow is negative but EBITDA is still positive, how do I explain that cleanly in an interview without sounding too simplistic? I want a framework I can use on the fly.

Use a simple bridge.
Start with EBITDA, then walk to cash:
1. EBITDA
2. Less cash taxes and interest
3. Plus or minus working capital changes
4. Less capex
5. Equals free cash flow
In an interview, you can say: "EBITDA was still positive, but cash flow turned negative because the business absorbed cash in receivables and inventory, and the company also had fixed cash uses like interest and capex. The question is whether those working capital uses are seasonal, temporary, or a sign of structural stress."
That sounds stronger than just saying, "working capital hurt cash." It shows you understand the distinction between reported profitability and actual liquidity.
A banker would then ask:
- Is the AR increase concentrated in a few accounts or broad-based?
- Is inventory build tied to demand weakness or deliberate stocking?
- Are payables being stretched because suppliers are nervous?
- Is the company burning cash after maintenance capex, or is capex being deferred and masking the real problem?
If you want to sound sharp, add one sentence on quality of cash flow: "I would be careful not to normalize a quarter with unusually high collections or delayed inventory receipts, because that can make the business look healthier than it is."
Can we make it more concrete with numbers? For example, if revenue is flat but cash flow is weak, what would make you conclude it is a real operating issue versus just a temporary swing? Also, what specifics would I ask management in the first diligence meeting?

Sure. Imagine revenue is flat at 100 million, EBITDA margin is steady at 10 percent, so EBITDA is 10 million. On paper, that seems fine.
Now suppose:
- AR days rise from 45 to 62
- Inventory days rise from 50 to 68
- Payables days stay flat
- Capex is normal
- Interest expense is fixed at 4 million
The business may show positive EBITDA, but cash gets squeezed hard because 9 to 10 million of cash is trapped in working capital. If that happened only in one quarter, I would think timing. If it has happened for several quarters, I would worry about structural pressure.
What makes it a real operating issue?
- DSO keeps rising even after collections efforts
- Inventory is building because product is not moving
- Gross margin is compressing
- Customer complaints, returns, or churn are increasing
- Vendors are cutting terms because they distrust the business
What makes it more temporary?
- A known timing event, like a large annual contract billed late
- A seasonal build ahead of peak sales
- A one-off delay in government or enterprise collections
- Inventory purchased early due to supply chain issues, with evidence it will sell through
In the first diligence meeting, ask management:
- What is driving the change in AR, inventory, and AP by customer or product line?
- Which accounts are current versus past due?
- Have any customers changed payment behavior or disputed invoices?
- Is inventory obsolete, slow-moving, or just ahead of demand?
- Are there covenant issues or liquidity pressures causing vendors to tighten terms?
- What has happened to cash after month-end, not just at quarter-end?
That last one matters because distressed companies can make quarter-end cash look better than the underlying trend.
If management says the AR spike is because two large customers paid late, but I notice DSO has been creeping up for the last three quarters, how would you pressure test that? I do not want to overstate the issue, but I also do not want to miss a real sign of stress.

That is exactly the right instinct. You want to distinguish a story from a pattern.
Here is how I would pressure test it:
- Ask for AR aging by customer, not just total DSO
- Compare the two large customers' payment timing over multiple quarters
- Check whether the late payments are a one-time slip, or whether those customers have steadily moved from 30 days to 45 to 60 to 75
- Look for concentration: if those two customers are 35 percent of revenue, their behavior matters a lot more
- Review whether credits, disputes, or returns are inflating AR
- Ask whether the company changed billing terms, invoicing cadence, or collections policy
A useful interview phrase is: "I would not stop at the stated explanation. I would want to know whether the late payment is isolated to a few names or whether the entire receivables book is aging. A broad-based deterioration would suggest the issue is not just timing, but reduced customer quality or weaker bargaining power."
Also, if DSO has crept up for three quarters, that is a signal even if the current quarter has an excuse. A restructuring banker would likely ask whether suppliers and lenders are seeing the same trend through AP stretching, borrowing base pressure, or covenant headroom erosion.
So the pressure test is not just about proving management wrong. It is about deciding whether the company still has control over its cash conversion cycle.
How would you bring this together in a tight answer if the interviewer asks, 'What would you look at first if a distressed company says it has an EBITDA problem but cash is getting worse?' I want something I can say naturally in a middle-market restructuring interview.

You could say:
"I would start by separating operating deterioration from working capital timing. First I would reconcile EBITDA to cash flow and see whether the cash burn is coming from lower margins, volume pressure, or from AR, inventory, and AP movements. Then I would look at whether those working capital changes are one-off, seasonal, or a multi-quarter trend. If EBITDA is weakening and the cash conversion cycle is also stretching, that suggests a real operating problem. If EBITDA is stable but cash is tied up in receivables or inventory, I would focus on liquidity management and whether the business can reverse that swing."
If you want to sound more banker-like, add:
"I would then ask what the next 13 weeks of cash look like, whether there is borrowing base pressure, and whether vendors or customers are behaving differently because of stress."
That answer works because it shows triage. You are not trying to diagnose everything at once. You are saying: first identify the source of cash loss, then decide if it is structural or temporary, then assess what breaks next.
If you want, I can also help you turn this into a 30-second version and a more technical 2-minute version.
