City Shift Finance: How should companies build scenarios that lead to better financial decisions?
Joe Spisak: I nearly lost $2M because I planned for one future instead of three.
While scaling my fulfillment company toward a $10M exit, I built our entire 2019 budget around steady 15% growth; then a major client representing 22% of our revenue announced an acquisition that could lead to warehouse consolidation.
We had already decided which roles to cut, facilities to consolidate, and technology investments to pause; making those decisions in advance allowed us to move quickly when conditions deteriorated instead of debating during a crisis.The companies that survive are not the ones with perfect predictions; they are the ones that planned for being wrong.
We had no backup plan. That wake-up call taught me that scenario planning is about avoiding disaster when your assumptions are wrong. Here is what works: build three scenarios, not five or seven: best case, most likely, and worst case. Any more, and nobody pays attention. Our worst case assumed losing our two largest clients simultaneously, the most likely case assumed 12% growth with normal churn, and the best case modeled landing two major accounts we were pursuing. Each scenario included revenue targets, headcount plans, and cash runway calculations. The revisit cadence matters.
We reviewed scenarios monthly but rebuilt them quarterly; monthly reviews helped us spot warning signs such as rising customer concentration or shrinking margins, while quarterly revisions gave us enough data to determine whether the business was moving toward a different scenario. The biggest mistake is making the scenarios too similar. If your worst case is only 8% below your base case, you are lying to yourself. My worst case always assumed something would break, whether that meant losing a major client, facing a carrier rate increase, or seeing a critical technology platform acquired.
A real downside scenario should make you uncomfortable. Scenarios should create triggers, not paralysis. If revenue fell below a certain level for two consecutive months, we would execute the cost-reduction plan.
City Shift Finance: How should companies decide where to allocate capital?
Joe Spisak: I learned capital allocation the hard way when I built a 140,000-square-foot fulfillment facility from scratch
We had $2.3M available, and every department wanted a share. The warehouse manager wanted a new conveyor system, marketing wanted more ad spend, and sales wanted ten new representatives; I nearly approved all of it. What I wish someone had told me is simple: allocate resources to the biggest bottleneck first, not the most exciting idea. Our real constraint was not warehouse capacity or lead generation; it was onboarding new clients without disrupting service.
We invested in the implementation team instead, and revenue grew 340% over the next eighteen months because we could deliver what we sold. The biggest mistake is funding growth before proving the unit economics. I see e-commerce brands spend millions on inventory and advertising before understanding customer acquisition cost or lifetime value. One brand was spending $180K per month on a 3PL while losing money on every order because shipping costs were modeled incorrectly. Capital preservation means avoiding spending that destroys value.
Effective allocation requires honesty about what is broken versus what people simply want to improve. When I sold my fulfillment company, the acquirer said our clean P&L and cash reserves helped the deal move faster. Companies should preserve capital when they cannot explain how an investment will generate measurable returns within six months. The future belongs to capital-efficient companies that prove ROI before they scale.
City Shift Finance: How did cash flow influence your business decisions?
Joe Spisak: Cash flow determines growth velocity, not the other way around. When I sold my fulfillment business, buyers cared more about our cash conversion cycle than our revenue multiple. Turning services into cash within 30 days was far more valuable than waiting 90; the brands winning today convert inventory into cash quickly, then reinvest that advantage into market share.
I learned cash flow the hard way at 25, when I started a fulfillment company in a vacant morgue.
We invoiced clients monthly but paid warehouse staff weekly and carriers upon delivery; that timing gap nearly killed us in month three, when two major clients paid late and I had $47,000 in payroll due. Strong cash flow management is about timing. As I scaled the business to $10M ARR, I knew our projected cash position for the next 45 days every Monday morning. We tracked receivables, payables, and maintained a 30-day buffer we never touched. Companies often fail because they are surprised, not because they are unprofitable.
City Shift Finance: How did you learn to build better budgets?
Joe Spisak: I learned budgeting the hard way when I scaled my fulfillment company from a vacant morgue to $10M ARR in three years
My first budget was unrealistic, a spreadsheet of optimistic guesses that fell apart by February. Here is what actually works. A budget is a hypothesis, not a handcuff. When I built our 140,000-square-foot facility, I approached budgeting like product testing; we set quarterly revenue targets but measured leading indicators weekly, including new client conversations, order volume trends, and warehouse capacity utilization. The budget showed where we wanted to go, while the metrics showed whether we were getting there. What makes a budget effective? Brutal honesty about unit economics.
I knew our cost per order, labor cost per square foot, and customer acquisition cost down to the dollar. When a potential client asked for pricing, I could model profitability in real time. Most founders budget from the top down, starting with revenue goals and working backward; I built from the bottom up by determining what each transaction cost and what volume we needed to reach our targets. Budgets should change when assumptions break, not when hopes change.
When a major retail client shifted 40% of its volume to Amazon FBA in one quarter, we did not stick to the original plan; we reforecast immediately and redirected sales efforts toward DTC brands. Companies fail when they treat the budget like scripture instead of a working document.
