Yield
Portfolio income
Interest and fees must compensate funding, credit loss and the operating cost of origination and service.
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FINANCIAL PRODUCT ANATOMY / 03
Vehicle Finance Operating Model
Origination, exposure structure, asset recovery and P&L — connected in one executive instrument.
Vehicle finance looks simple when reduced to rate, term and monthly payment. Its economics are more demanding: conversion determines what enters the portfolio, LTV and term determine how long capital remains exposed, and the asset protects value only if it can be recovered and monetized economically.
The vehicle is not protection by itself. Protection exists when structure, borrower quality and recovery economics work together.
José ÑáñezTechnology Advisor · Board Member
Published July 18, 2026Updated August 31, 202612 min read
PRODUCT ECONOMICS
Four forces determine whether the portfolio creates value
A vehicle loan earns spread over time while the asset depreciates over time. The product therefore has to grow exposure and protect value simultaneously.
Duration
Funding
Longer terms can improve affordability while extending liquidity and funding exposure.
LTV · term · borrower
Credit structure
Financed amount and term determine exposure. Lower LTV is not automatically better if contribution falls faster than risk.
Severity
Asset recovery
The vehicle reduces loss only when it can be repossessed, sold and converted to cash after depreciation, legal and remarketing costs.
The executive objective is not to approve more or minimize risk independently. It is to maximize absolute portfolio contribution after funding, credit loss and recovery economics.
OPERATING MODEL
Three decisions shape the life of the portfolio
The model separates origination, exposure structure and recovery because they affect different populations and different P&L lines.
Management view
The portfolio should not be managed as an approval funnel with a vehicle attached. Every decision has to be judged by the exposure it creates, the risk it carries and the value that remains after recovery.
MomentDecisionEconomics
01
Origination
Decision
Recover economically eligible opportunities currently lost to process friction or avoidable abandonment.
Economics
New loans → originated volume → average portfolio → interest, fees, funding, risk, dealer and service costs.
Preserve: Credit quality: more conversion only matters when the new production remains profitable.
02
Structure
Decision
Set LTV and term for an eligible share of already approved production.
Economics
Financed ticket + duration → average exposure → interest, funding and expected loss.
Preserve: Absolute contribution: reducing exposure is not automatically value creation.
03
Recovery
Decision
Improve cure, repossession and net asset recovery on deteriorated balances.
Economics
Deteriorated balance → uncured exposure → vehicle recovery + other recoveries → residual loss + direct recovery cost.
Preserve: Net economics: repossession is useful only when recovered value exceeds the full cost of recovery.
Operating chain
Opportunity→Approve→Structure→Originate→Service→Deteriorate→Cure / recover
The right vehicle-finance strategy optimizes portfolio contribution, not approvals, LTV or repossessions in isolation.
TRACEABLE LEVERS
Three levers, three causal chains
A lever is not treated as a benefit. Financial impact appears only after the decision changes an affected population, balance or exposure and the corresponding economics are applied.
| Lever | Operating decision | Affected variable | P&L impact |
|---|---|---|---|
Origination conversion Lost opportunity → loan → portfolio Recover eligible demand while making ticket and relative risk of the new production explicit. | Define eligible lost opportunities, recovered conversion, new ticket and relative risk. | New loans · incremental originated volume · incremental average portfolio | Interest ↑ · fees ↑ · funding ↑ · credit loss ↑ · origination ↑ · service ↑ |
Structure and quality LTV + term → exposure Compare the same eligible production under a target LTV, term and risk assumption. | Define eligible production, target LTV, target term and relative risk. | Financed ticket · average exposure · risk-adjusted margin | Interest ↕ · funding ↕ · credit loss ↕ |
Collections and recovery Deteriorated balance → net burden Compare current and target economic burden on the same deteriorated portfolio. | Define eligible deteriorated balance, sustainable cure, vehicle recovery, recovery value and recovery cost. | Uncured balance · collateral recovery · loss severity | Credit loss ↓/↑ · collections/recovery cost ↕ |
EXECUTIVE INSTRUMENT
Change the portfolio decision. Watch the economics move.
The model starts with zero transformation benefit. Every P&L movement must be generated by an explicit origination, structure or recovery decision.
The objective is not to make every lever positive. It is to understand which combination produces the strongest absolute contribution after risk and recovery.
Live economics
Colombia · COP
Current PBT
COP 49,152 M
Transformed PBT
COP 49,152 M
Net annual impact
COP 0 M
01
Reference country
Loads currency, references and starting assumptions.
2026-08 · The SFC certifies a 19.77% effective annual current banking rate for consumer and ordinary credit for August 2026.
Assumptions and sources
COP 100 million vehicle value, 80% LTV, 48-month term, 9% funding, 3.5% risk and operating costs are editable modeling assumptions.
Superintendencia Financiera de Colombia · tasas agosto 2026Live P&L
Decisions persist across tabs and the P&L accumulates Origination + Structure + Recovery − OPEX. Affordability is diagnostic and does not change the P&L by itself.
Origination COP 0 MStructure COP 0 MRecovery COP 0 MOPEX COP 0 MTotal COP 0 M
Current COP 49,152 MTransformed COP 49,152 M
| P&G | Current | Transformed | Δ |
|---|---|---|---|
| Interest income | COP 189,792 M | COP 189,792 M | — |
| Fees and other income | COP 4,800 M | COP 4,800 M | — |
| Funding cost | − COP 86,400 M | − COP 86,400 M | — |
| Financial margin | COP 108,192 M | COP 108,192 M | — |
| Net credit loss | − COP 33,600 M | − COP 33,600 M | — |
| Margin after risk | COP 74,592 M | COP 74,592 M | — |
| Origination / dealer | − COP 4,800 M | − COP 4,800 M | — |
| Service and administration | − COP 7,680 M | − COP 7,680 M | — |
| Collections and recovery | − COP 1,440 M | − COP 1,440 M | — |
| Other operating expense | − COP 11,520 M | − COP 11,520 M | — |
| Transformation OPEX | COP 0 M | COP 0 M | — |
| Profit before tax (PBT) | COP 49,152 M | COP 49,152 M | — |
12
Review and traceability
Accumulated scenario across all three levers, affordability and investment.
| Lever | Decision | Operating result | PBT impact |
|---|---|---|---|
| Origination | 40% · 0% · 90% · 1× | +0 · COP 0 M | COP 0 M |
| Structure | 30% · LTV 80% · 48m · 1× | COP 288,000 M → COP 288,000 M | COP 0 M |
| Affordability | COP 7,857,962 · PTI máx. 30% | COP 2,357,389 → COP 2,357,389 · PTI 30% | — |
| Recovery | 60% · 25% · 40% · 65% | COP 14,489.3 M → COP 14,489.3 M | COP 0 M |
The model calculates through PBT; it excludes taxes, PAT and ROE.
METHOD, REFERENCES AND LIMITS
How to read the model correctly
It is a decision model, not a forecast
The simulator is deterministic and designed for executive scenario analysis. It is not an expected-credit-loss methodology, regulatory-capital model, legal opinion, accounting opinion or pricing recommendation.
Structure is compared on the same production
The LTV and term lever does not create new loans. It compares the same eligible production under current and target exposure. Term changes approximate average exposure proportionally; a formal case should use actual amortization and prepayment curves.
Recovery is measured as economic burden
Cured balances are not turned into interest income. The model compares residual credit loss and direct recovery cost on the same deteriorated balance to reduce double counting.
THESIS
Vehicle-finance advantage is not in approving more or recovering faster. It is in originating the right portfolio and maximizing its contribution after funding, risk and recovery.
José Ñáñez