PUBLIC CASE STUDY

CIBC

An origination valuation cannot follow a changing office market.

Connect property cash flow, debt service, and refinancing assumptions. Model a broader assessment base and lower forecast error for an office-loan review scenario.

BanksCommercial real estate
C$3.699B

Fiscal 2024 office exposure within real estate and construction [1]

C$913M

Gross impaired loans in the portfolio, fiscal 2023 [1]

C$237M

Gross impaired loans in the portfolio, fiscal 2024 [1]

Historical case analysis · Event period: 2022–2024 · Not an Amlok customer outcome. Currency and measurement scope are stated with each figure.

01 / THE PUBLIC RECORD

What happened.

CIBC’s 2024 annual report describes its U.S. office commercial-real-estate portfolio and the effects of a difficult property market. Changes in occupancy, property values, financing costs, and exit options affected the risk picture well after origination.

Gross impaired loans in that portfolio fell from C$913 million to C$237 million, with the reduction primarily attributed to loan sales and repayments. A smaller reported impaired balance is not evidence that the underlying office market recovered, nor that every loan returned to performing status.

Source record [1][2]

THE RISK MECHANISM

Collateral and repayment capacity are dynamic. A historical loan-to-value ratio cannot, on its own, capture changing rent collections, tenant concentration, refinancing constraints, or sponsor obligations.

Gross impaired U.S. office loans

C$ millions
Fiscal 2023913
Fiscal 2024237

The reduction primarily reflected loan sales and repayments, as disclosed by CIBC. [1]

02 / CONNECT THE SIGNALS

From individual facts to a fuller picture.

Documented in the source record
  • CIBC disclosed elevated impaired U.S. office balances and difficult property-market conditions.
  • It attributed the subsequent reduction in impaired balances primarily to loan sales and repayments.
[1][2]
Questions for retrospective review
  • What happens to debt-service capacity as rents, occupancy, and financing costs change?
  • Which maturities and lease expiries create a concentrated refinancing window?
  • Where do common sponsors or counterparties connect exposures across properties?

The review questions are analytical prompts. They do not establish that particular data was available to the institution at the time, or that a different process would have changed the outcome.

03 / THE Amlok INTERVENTION

A different decision starts here.

Refresh the cash-flow evidence behind an office loan before renewal or refinancing decisions depend on an outdated baseline.

EVIDENCE THIS SCENARIO REQUIRES

Authorized property cash flows, rent and expense records, borrower obligations, loan terms, and available lease and refinancing evidence.

  1. 01

    Rebuild the property baseline

    Evidence to connect
    Rent receipts, operating expenses, loan payments, and supporting property records.
    Amlok output
    A source-linked view of cash generation and debt-service coverage with explicit evidence gaps.

    Decision it could supportIdentify loans requiring a deeper review before relying on stale reported income.

  2. 02

    Separate the refinancing assumptions

    Evidence to connect
    The current loan terms, maturity date, and reviewer-supplied rate, vacancy, and refinancing assumptions.
    Amlok output
    Side-by-side scenarios that preserve the original baseline and show the effect of each changed assumption.

    Decision it could supportReview a refinancing dependency before treating contractual maturity as a reliable exit.

  3. 03

    Monitor the change, not just the ratio

    Evidence to connect
    New receipts, expenses, payment performance, and refreshed evidence versions.
    Amlok output
    A change record that ties deterioration to the affected loan and its prior underwriting assumptions.

    Decision it could supportPrioritize covenant review, updated evidence, or borrower engagement using institution-defined thresholds.

04 / MODELED IMPACT

Put numbers behind the opportunity.

These scenarios apply Amlok’s supplied comparison rates to the review described above. They are projections, not measured results at CIBC. Count-based scenarios use an assumed population, not the institution’s actual records.

MODELED SCENARIO

Debt-service coverage assessability

Assumed population: 1,000 eligible property-loan assessments.

Baseline scenario700
With Amlok, modeled≈850
+150additional assessable property-loan reviews

A larger share of the review population could support a current debt-service assessment.

Calculation & assumptions

Comparison inputs: 70% → ≈85%.

Population calculation: 1,000 × 70% = 700; 1,000 × 85% ≈ 850. Difference: ≈150 additional.

Relative change: (85 − 70) ÷ 70 × 100 ≈ +21.43%.

15 percentage points higher than the input baseline. Assumes the supplied assessability rates apply to property cash flows with comparable source quality and obligation coverage.

View the supplied comparison inputs
MODELED SCENARIO

60-day cash-flow forecast error

60-day property cash-flow forecast error

Baseline scenario20%
With Amlok, modeled≈18.5%
7.5%relative reduction in forecast error

The input error measure falls by 1.5 percentage points, improving the modeled cash-flow planning baseline.

Calculation & assumptions

Comparison inputs: 20% → ≈18.5%.

Relative change: (18.5 − 20) ÷ 20 × 100 ≈ −7.5%.

1.5 percentage points lower than the input baseline. Uses the supplied forecast-error measure unchanged. Its error definition must match in a replay; no dollar forecast or loan-loss reduction is inferred.

View the supplied comparison inputs

From a projection to a validated result.

Replay property-level snapshots with a fixed 60-day horizon and the same error definition. Compare assessability, forecast error, and the timing of refinancing review flags against later available outcomes.

The reported decline in impaired loans includes sales and repayments. The scenario does not attribute that decline to Amlok or estimate losses avoided. The supplied comparison rates are approximate scenario inputs; no institution-specific replay or confidence interval is available for these estimates. The two metrics describe separate dimensions and should not be added together.

05 / EVIDENCE & SCOPE

Read the source material.

The figures refer to the specific U.S. office portfolio disclosed by CIBC. Exposure and drawn balances are different measures; loan sales can reduce impaired balances without eliminating economic losses.

  1. 01
  2. 02
    Financial Post: Big Six credit strain, incl. analyst estimatesReputable national reporting / analyst attribution

Amlok’s interpretation is independent of the institutions discussed. Public records are limited to their stated scope and period. Historical figures describe the source events; the separately labeled Amlok scenarios are calculated projections. Institution names and logos do not imply affiliation or endorsement.

CONTINUOUS RISK INTELLIGENCE

Keep up with riskas fast as it changes

A point-in-time decision does not need to become a blind spot for the life of the deal.

A barista handing a coffee to a customer across a wooden café counter, with pale brick walls and cool natural daylight.
Early signalRevenue trend changed-18% against baseline
Portfolio baseline90 daysContinuously refreshed
Monitoring activeRisk trajectory updatedEvidence attached · team notified