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The case for complex credit: A framework for simplifying challenging loans

Kent Kirby
May 6, 2025
Read Time: 0 min

A loan reviewer's perspective on complex credit deals

Abrigo Senior Consultant Kent Kirby says he always gravitated toward the messiest, most chaotic credits on the review list during his loan review career. They were challenging — like solving a complex puzzle — making the work more engaging. Bankers often avoid these kinds of deals because of their complexity, not because they’re inherently bad. But Kirby says that usually, that’s not prudence — it’s missed opportunity. The key is learning how to understand and manage complexity. Read his perspective below.

What makes a credit complex?

Two factors typically drive credit complexity: volatility and correlation.

Volatility is rapid and unpredictable change. We all know someone with a volatile mood — calm one moment, explosive the next. The same applies to lending. Take ag lending commodities, for example. Perhaps corn is the seventh-largest concentration in a bank’s portfolio, and 30 days later, it is the second-largest — without a single additional ear of corn in a bank’s collateral. It was all price movement.

Correlation refers to how one variable affects another. The strength of that relationship can vary widely. A loose correlation: speeding doesn’t always mean getting a ticket. A tight one: a mother telling her son, “If you do that, you will go in time out.” In credit, correlations exist everywhere — but in complex credit, they tend to be stronger and drive much of the volatility.

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Let’s look at two examples:

  1. Discretionary income
    Most people don’t have large piles of idle cash. They must prioritize essentials like food, shelter, and transportation. What's left is discretionary. People cut back during periods of high inflation — when real wages lag. That impacts industries like casual dining or movie theaters. These sectors are tightly correlated with shifts in discretionary income.
  2. Public policy
    We rarely think of public policy as a correlation factor, but it can be huge. Take tax credits for solar panels and windmills. When those incentives are removed or threatened, entire projects stall and revenues plummet. Lending on assets driven by policy incentives introduces political risk — and I generally avoid lending on anything political. Tax credits sit high on that list.

Differentiating risk in complex credits

Complex credits often come with layers of risk. A helpful way to assess them is by separating key risks from trigger risks.

  • Key risk is the fundamental threat that causes actual loss. You can’t avoid it, only mitigate it.
  • Trigger risk is a condition that could activate the key risk. It may or may not occur, and even if it does, it might not cause harm.

Take commodity lending. The key risks are price fluctuation and collateral control. Trigger risks might include weather events, geopolitical conflicts, or even market rumors—things that might influence price but don’t guarantee impact.

Misdiagnosing a trigger risk as a key risk can lead to poor decisions. For example, imagine a construction loan backed by pre-leased tenants. If a tenant like Party City goes bankrupt 18 months into a 3-year build, reacting as if the whole project is at risk could be a mistake. The developer still has time to backfill, restructure, or adjust. Recognizing the true key risk — the ability to refinance or sell upon stabilization — is critical.

Analyzing complex credits

I’ve never been a fan of the overly ritualized, checkbox-driven approach to credit analysis. It often misses the real risk. My framework — especially useful for complex credits — is straightforward:

  • Use of proceeds: Why do they want the money? Not “working capital” or “business purposes” — give me the real reason.
  • Repayment source: When and how do I get paid back? What’s the real source, and when does it kick in?
  • What can go wrong: What events could impair repayment?
  • Likelihood of failure: Sensitivity analysis should match the repayment structure — not just be done for form's sake.
  • What’s Plan B?
    • What’s the borrower’s contingency plan?
    • What’s yours?
  • Participation purchased (if applicable): Can the agent bank manage this credit? Should someone else take the lead?

Case study: Lending to religious organizations

Church loans are among the most complex — and consistently misstructured — credits bankers make. These aren’t real estate loans. They’re special-purpose properties with limited resale markets and PR risk galore.

Let’s break it down:

  • Key risk: The sustainability of contributions from major donors. Most churches don’t repay loans from operating income; they rely on capital campaigns.
  • Use of proceeds: Building or renovating sanctuary or “life center.”
  • Repayment: Two sources — capital campaign funds and asset sales (existing structures or donations in kind). Campaigns typically span 2–5 years with pledges paid over time (monthly, annually, or one-time). Asset sales often supplement repayment.

Making 20-year amortization loans secured by the church building is a common tactic. Why? That’s not the repayment source. Instead, funds should go into escrow, with structured disbursements tied to campaign receipts and pay based on a fixed schedule, with a maturity balloon after 5 years. Oversimplified? Yes — but you get the idea.

  • What can go wrong: The 80/20 rule applies —often, a few large donors give most of the money. If one of those donors dies, will their families continue to honor the pledge?
  • Borrower’s Plan B: Are they encouraging planned giving from major donors? Nonprofits do this all the time — why not churches?
  • Your Plan B: "Extend and pretend" isn’t a strategy. Churches aren’t traditional businesses. Many prioritize mission work over debt service. At minimum, mission spending should be capped or suspended during loan repayment. Contributions and asset sales should be escrowed, and assets should be secured as “abundance of caution” collateral to ensure payment before you release your lien. Your real reliance is on donations, not the building.

Conclusion

A banker’s job is to serve a broad community — including borrowers with complicated needs. Avoiding complexity isn’t prudence; it’s abdication. Understanding what makes a credit complex, how to structure around it, and where to focus risk analysis is what separates a good banker from a great one. It's not just about saying “yes” or “no.” It’s about saying “yes, if.”

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About the Author

Kent Kirby

Senior Consultant, Portfolio Risk
Kent Kirby is a retired banker with over 39 years of experience in all aspects of commercial banking: lending, loan review, back-room operations, credit administration, portfolio management and analytics and credit policy.  As Senior Consultant in the Portfolio Risk practice, Kirby assists institutions in the review and enhancement of commercial

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About Abrigo

Abrigo enables U.S. financial institutions to support their communities through technology that fights financial crime, grows loans and deposits, and optimizes risk. Abrigo's platform centralizes the institution's data, creates a digital user experience, ensures compliance, and delivers efficiency for scale and profitable growth.

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