In palliative care, we have a clinical phenomenon known as air hunger, a distressing sensation where the patient feels they cannot draw enough oxygen despite their lungs technically functioning. (Morphine, first isolated from the opium poppy in 1804, is the standard treatment to dull this specific neurological panic.)

As a hospice musician, I have sat by many bedsides where the goal was not to fix the lungs-which were beyond repair-but to quiet the alarm bells of the brain so the person could find a rhythmic, albeit artificial, peace. It is a mercy in a bedroom, but in the sterile, fluorescent reality of a commercial lending office, this same impulse toward symptom-suppression is a slow-motion catastrophe.

We see the “air hunger” of a quarter-end surge-the gasping for breath as modification requests and payment reconciliations pile up-and we reach for the organizational morphine of temporary contractors.

01

The Ritual of the “Temp Three”

It is the fourth consecutive year we have hired the “Temp Three.” (Most standard proximity keycards operate on the 125 kHz frequency, a technology that hasn’t changed much since the 1970s.) They arrive on the final Monday of the quarter, blinking against the office lights, ready to be ushered through the same two-week ritual of induction and inevitable obsolescence.

We spend the first three days just getting them access to the systems, a process that involves a dozen frantic emails to IT and at least two “forgotten password” resets before they’ve even typed their first entry.

Their presence is meant to be a relief valve, a way to absorb the crushing weight of 40 percent of the quarter’s modification volume that mysteriously arrives in the final eight working days. Yet, for the permanent staff, this relief comes at a steep price: the burden of supervision.

Every time a permanent employee stops their own high-value work to explain a conditional sale agreement to a temp, they lose focus. (It takes the average office worker approximately 23 minutes and 15 seconds to return to their original task after a minor interruption.) By the time the temps are finally useful, the quarter is over, and we are paying them to pack their bags.

Misunderstanding Agility

I used to believe that being able to scale a team up and down with contractors was a sign of a healthy, “agile” business; I was fundamentally wrong about what agility looks like. (The term “headcount” as a measure of labor actually traces back to 18th-century military accounting.)

I thought that by “flexing” our capacity, we were protecting our permanent staff from burnout. I didn’t realize that by muting the pain of the surge, we were actually sabotaging our ability to diagnose why the surge existed in the first place.

If a person hits their thumb with a hammer every Tuesday, and we give them an aspirin every Tuesday morning, we aren’t being “agile” or “responsive.” We are simply making it comfortable for them to keep hitting their thumb.

In the world of equipment finance, the “hammer” is usually a legacy system that cannot handle in-life modifications without manual intervention. Because the temps “fixed” the backlog, nobody ever had to ask why we were managing our end-of-term returns in a spreadsheet that looks like it was designed in 1997. Last year, the organization spent 138 hours just on temporary staff login resets.

02

The Signal of Systemic Friction

The tragedy of the relief valve is that it works just well enough to keep the engine from exploding, but not well enough to make the engine run properly. (The first mechanical safety valve was invented by Denis Papin in 1679 to prevent steam digesters from becoming bombs.)

In commercial finance, we treat the quarter-end surge as a force of nature, like a tide or a blizzard, rather than what it actually is: a signal of systemic friction. When 40 percent of your volume arrives at the very end of the quarter, it isn’t because customers suddenly decided to lease tractors simultaneously on the 28th of March.

It is because the internal process for “origination-to-servicing” handoffs is so clogged that it takes twelve weeks for a deal to reach the back office. By hiring temporary staff, we are effectively paying to ignore the signal. We are buying silence, but the debt of that silence is compounding.

In one particular portfolio I observed, the permanent staff spent 29 percent of their “peak time” just correcting errors made by the temporary staff who didn’t understand the nuance of asset-based lending.

The “Messy Middle” of the Lifecycle

This is where we have to look at the “messy middle” of the lease lifecycle. Most platforms are great at the “happy path”-the initial handshake and the final payment-but they fall apart when life happens in between. (The phrase “the exception proves the rule” is actually a legal maxim from Cicero, meaning the existence of an exception confirms that a rule exists for non-exceptional cases.)

“A promise is a tension. When a brand says limited 16 times, the thread loses its memory.”

– Sofia, thread tension calibrator

When a client needs an in-life contract modification-a term that simply means changing the deal while it’s still active-the legacy system often requires a “vendor ticket.” You have to ask the software company for permission to change your own data.

Because that takes too long, the back office creates a “shadow process” in Excel. Then, when the quarter ends, we hire temps to “reconcile” the shadow process with the core system. This is the organizational equivalent of using buckets to clear a flooded basement instead of fixing the pipe. By the time the basement is dry, the temps are gone, and the pipe is still leaking.

03

The Modern Architecture

The modern solution isn’t “more hands,” it is an architecture that treats servicing as a dynamic, ongoing conversation rather than a static record. We need a system that is 100% API-first, meaning the software talks to other programs without a human having to act as a translator. (The first API-like concepts were developed in the 1940s for the EDSAC computer, though the term wouldn’t stick for decades.)

When you have a platform that allows for in-life modifications to be configured by your own staff-not a vendor-you remove the “air hunger” entirely. You don’t need morphine if you can breathe. This level of control is what allows a lender to scale their portfolio without scaling their headcount.

If your systems for asset tracking, billing, and collections are in sync, the “surge” doesn’t happen because the work is processed in real-time, not batch-processed in a panic. Last quarter, the audit trail for one manual-heavy firm showed 1,241 individual manual overrides.

Lighting Up the Dark Office

I often think about the “dark office” migration. (In the data center world, a “lights out” facility is one that can operate entirely without human presence on-site.) Most lenders fear migrating to a new platform because they think the back office will go dark-that payments will stop and customers will be left in the lurch.

But the real danger is staying on a platform that requires a permanent “shadow staff” of contractors just to keep the lights on. A true migration, handled by experts who understand the nuances of equipment finance software, should be invisible to the customer but transformative for the staff.

It’s about moving from a reactive state to a proactive one. When the system handles the ACH, check, and wire reconciliations automatically, the “Temp Three” are no longer necessary. The permanent staff can finally do the work they were actually hired for: managing risk and building relationships, rather than babysitting login credentials for people who won’t be there in three weeks.

The Cost of Normalized Dysfunction

The resistance to this change usually comes from a place of “sunken cost” or a fear of the unknown. (The “sunk cost fallacy” is a cognitive bias where we continue an endeavor because of previously invested resources, rather than current utility.) We think, “We’ve always hired temps at the end of Q3; it’s just what we do.”

We have normalized the dysfunction. But every time we hire a contractor to handle a surge, we are voting for the status quo. We are saying that the “relief” of the moment is worth the “decay” of the process. I’ve seen this in hospice too; sometimes the family is so focused on the comfort of the moment that they stop asking what the patient actually needs.

When we use temporary hands to quiet the scream of a broken contract, we turn the morphine of staffing into the poison of the process.

If we stop and look at the data-real data, not the “feeling” of being busy-the numbers are staggering. (The word ‘data’ is the plural of ‘datum,’ a fact given or granted, and it entered the English language in the 1640s.)

When you calculate the cost of recruitment, the cost of induction, the cost of supervision, and the cost of the inevitable errors that come from a lack of “tribal knowledge,” the “flexible staff” model is often 42 percent more expensive than just fixing the software.

We aren’t saving money; we are just moving it from the “Capital Expenditure” column (software) to the “Operating Expense” column (labor), where it is harder for the CFO to see it as a single, fixable problem. It’s a sleight of hand that we perform on ourselves. We tell ourselves we are being “fiscally responsible” by not committing to a new platform, while we bleed out a thousand dollars at a time through temp agency invoices.

I remember once getting caught talking to myself in the breakroom while staring at a particularly egregious reconciliation spreadsheet. I was muttering about “ghosts in the machine,” but the reality was simpler: there were no ghosts, just gaps. (The QWERTY keyboard layout was actually patented in 1878 to slow down typists just enough so the mechanical arms of the typewriter wouldn’t jam.)

Our entire workflow was a series of jams, and the temps were just the grease we applied to keep the gears turning for another month. We had become addicted to the crisis because the crisis gave us a reason to hire the temps, and the temps gave us an excuse not to fix the crisis. It was a perfect, self-sustaining loop of inefficiency.

04

Choosing Clarity Over Chaos

The shift toward an API-first, configurable architecture isn’t just a technical upgrade; it’s an emotional one. It’s the decision to stop living in a state of perpetual emergency. (The International Organization for Standardization, or ISO, was founded in 1947 to facilitate the international coordination and unification of industrial standards.)

When you move to a platform that prioritizes portfolio servicing-the long, complicated life of a lease after the signatures are dry-you are choosing clarity over chaos. You are choosing a system where collections and delinquency rules can be configured per portfolio, where end-of-term returns aren’t tracked on a wall calendar, and where auditors can see a clean, automated trail instead of a stack of override forms.

It is the difference between a hospice room and a high-performance laboratory. One is designed for comfort at the end; the other is designed for discovery at the beginning. In the final accounting of the year, the most “agile” thing you can do is fire the “Temp Three” and finally fix the pipe.

In my time as a musician, I’ve learned that the best performances aren’t the ones where the player “flexes” to cover up a mistake. They are the ones where the instrument is so perfectly tuned that the music flows without resistance. (The tension on a single cello string can be as high as 31 pounds.)

A commercial finance portfolio is your instrument. If you are constantly hiring “extra strings” to play the notes your instrument can’t hit, you’ll never hear the real melody of your business. You’ll just hear the frantic scraping of people trying to keep up.

It’s time to put down the organizational morphine and start the work of actually healing the process. The quarter-end doesn’t have to be a gasping for air; it can just be another Friday.

One firm I worked with found that after automating their in-life modifications, they processed 400 more deals per month with 0 additional staff.