Amlok
The idea in brief.
A business balance sheet describes positions; underwriting needs to understand the movements and obligations behind them. This guide connects operating cash, working capital, facilities, and related entities while retaining the source and accounting meaning of each figure. [1]
- Separate operating receipts, financing flows, transfers, and restricted cash.
- A facility limit, a drawn balance, and net available capacity are different quantities.
- Inspect connected obligations without assuming every affiliated entity provides enforceable support.
A public issuer disclosure provides a real reconciliation example. Working-capital calculations are illustrative. Neither establishes an Amlok borrower score or lending recommendation; entity scope and contractual terms require institutional review.
Read movements as well as balances
Revenue, profit, operating cash flow, and unrestricted cash can diverge for ordinary reasons. Credit sales create receivables before cash arrives. Inventory absorbs funds before a sale. A loan increases cash while creating an obligation. A transfer between owned accounts moves liquidity without creating new income.
A reviewable assessment starts with a bridge between reported financial statements and the available transaction evidence. Record the period, currency, accounting basis, and scope of each source. An annual consolidated statement and a current operating-account feed may describe different entities and windows. Reconciliation should identify those differences before interpreting a mismatch as risk. [2][3]
Amlok’s public-record analysis highlights a practical example: Kinross’s March 2022 USD 1 billion term loan refinanced acquisition-related revolving borrowings. A cash inflow from that financing is not operating revenue. The issuer announcement provides the purpose and facility context that a deposit amount alone would miss. [4][5]
Reconcile facility capacity
BCE’s 2025 financial report presents CAD 6,393 million of total committed credit facilities, CAD 1,409 million drawn, CAD 71 million of letters of credit, and CAD 2,550 million of commercial paper. Subtracting the latter three from the total produces CAD 2,363 million of net available capacity. This is a dated facility reconciliation, not a cash-balance statement. [6][4]
The analytical lesson is to preserve the relationship between a facility and the obligations that consume it. A revolving commitment, an outstanding borrowing, and commercial-paper support should not be treated as unrelated sources of liquidity. Conditions, sublimits, currencies, and expiry dates can further affect access.
For a private business, request the corresponding agreements and current statements where authorized. Do not assume unused headline capacity is immediately drawable. A covenant, a borrowing-base test, or a guarantee condition may change availability. The evidence packet should identify what is observed and what still requires confirmation.
| Component | Amount | Meaning |
|---|---|---|
| Total committed facilities | 6,393 | Starting capacity |
| Drawn amounts | −1,409 | Capacity already used |
| Letters of credit | −71 | Additional utilization |
| Commercial paper | −2,550 | Capacity supporting the programme |
| Net available | 2,363 | 6,393 − 1,409 − 71 − 2,550 |
Put a clock on working capital
Working-capital ratios summarize timing. A simplified cash conversion cycle is days sales outstanding plus days inventory outstanding minus days payable outstanding. Use compatible periods and definitions: receivables relative to credit sales, inventory relative to cost of goods sold, and payables relative to a suitable purchase or cost measure. A single end-of-period balance can be unrepresentative in a seasonal business.
Consider an illustrative company with 45 days sales outstanding, 60 days inventory outstanding, and 30 days payable outstanding. Its simplified cycle is 75 days. If collection slows to 60 days while the other assumptions remain fixed, the cycle becomes 90 days. At assumed annual credit sales of CAD 3.65 million, 15 extra collection days represent approximately CAD 150,000 tied up in receivables: 3,650,000 ÷ 365 × 15.
That calculation is a sensitivity, not a forecast of the company’s borrowing need. Taxes, margins, seasonality, bad debts, and payment schedules can change the result. It is nevertheless useful because the assumptions are visible and a reviewer can replace them with better evidence.
A collection delay lengthens the cash cycle
View figure data
| Measure | Value |
|---|---|
| Base cash conversion cycle | 75 days |
| 15-day collection delay | 90 days |
Map support and dependence separately
A business can depend on an affiliate without having an enforceable right to its cash. Common ownership does not automatically imply a guarantee, cross-default, or cash-pooling arrangement. Preserve each relationship type and the source establishing it. An inferred affiliation should not silently become contractual support. [7]
Likewise, concentration can arise through customers, suppliers, payment processors, landlords, or related borrowers. A graph can help a reviewer see where several exposures share one dependency. It should also show when a connection is uncertain, stale, or outside the available evidence.
Prioritize relationships that change a specific question. For example: does one customer explain the receivables growth; does one affiliate account for recurring transfers; does one facility support several operating entities? A dense diagram without these questions can add visual complexity without adding decision value.
A connected business review
- 01Operating bridge
Separate sales, costs, financing, and transfers.
- 02Working-capital clock
Explain collection, inventory, and payment timing.
- 03Obligation map
Reconcile facilities, utilization, and conditions.
- 04Relationship review
Distinguish dependence, ownership, and legal support.
Carry assumptions into monitoring
At approval, record which facts support the assessment and which assumptions matter to resilience. A projected collection improvement, a temporary reserve release, or a refinancing plan should have an owner, a deadline, and evidence required to confirm it. These assumptions are natural candidates for follow-up.
Compare later observations with the same definition and scope. A new account can increase observed cash without changing the business; a revised entity mapping can change group concentration without a new economic event. Keep those methodological revisions separate from operating changes. [8]
Validation should begin with whether the system preserves and reconciles evidence correctly. A later predictive study needs a specific outcome, cohort, horizon, and point-in-time data. The public SBA baseline is useful research context, but its current-snapshot limitation and US programme population prevent treating it as a validated Canadian business score. [9]
Sources & methodology.
Figures identify their population, period, and units. Scenarios marked illustrative are Amlok calculations using stated assumptions, not observed customer outcomes.
- 1Business underwriting researchAmlok research and product documentation
Financial relationships, debt obligations, cash conversion, and research boundaries.
- 2Financial analysis and evidenceAmlok research and product documentation
Definitions, reconciliation, and analytical methods; implementation guidance rather than measured portfolio performance.
- 3Financial record modelAmlok research and product documentation
Proposed representation of source, entity, amount, period, event time, and knowledge time.
- 4Findings from public financial recordsAmlok research and product documentation
Source-level cases and extraction checks. Public disclosures are not private borrower histories.
- 5Kinross announces US$1.0 billion term loanKinross · 7 March 2022
Issuer announcement: refinancing of acquisition-related revolving borrowings, not operating revenue.
- 62025 Annual Financial ReportBCE · fiscal year ended 31 December 2025
Credit-facility reconciliation on printed page 76 (PDF page 78), in CAD millions; corroborated in Amlok’s public-record analysis.
- 7Entity and relationship graphAmlok research and product documentation
Research design for provenance, entity resolution, relationship types, and uncertainty.
- 8Monitoring and change detectionAmlok research and product documentation
Proposed monitoring design, observation windows, baselines, and evaluation requirements.
- 9Real-data training and benchmark resultsAmlok research and product documentation
Research release 0.3. Separate SBA charge-off and FinQA evidence-retrieval experiments; self-reported reproducible research, not independent product validation.
