Long-term planning & protection
A practical money plan for an unexpected windfall
Build a USD allocation ledger for a one-off payment, test a smaller receipt, and compare debt repayment with the need for accessible cash.
Financial education
L.G
Financial education & practical analysis. Publication desk.
Published articles
352 articles
Budgeting & debt
Keep entertainment spending inside your household budget
Calculate a discretionary-spending ceiling from a USD household budget, translate weekly spending into monthly cost, and check bill dates before spending.
Savings & financial mathematics
Emergency savings, cash flow and money you may need soon
Calculate how long a USD reserve can cover essential costs, test a withdrawal and higher expenses, and build a dated replenishment plan.
Long-term planning & protection
Prize scams: protect your money and personal information
Follow a USD advance-fee example, distinguish an available check balance from verified funds, and protect essential bills when an unexpected prize message arrives.
Business financial analysis
Loss-Allowance Roll-Forwards: When a Smaller Reserve Does Not Mean Better Collections
Reconcile provisions, write-offs and acquired balances to explain why a shrinking allowance can coexist with rising credit-loss expense.
Business financial analysis
Customer Cohorts: How Expansion Revenue Can Conceal a Shrinking Customer Base
Separate churn, contraction, expansion and new customers, then test whether retention depends on a few expanding accounts.
Business financial analysis
Backlog and Remaining Obligations: Testing How Much Demand Is Actually Committed
Partition an order book by cancellation rights, release requirements and delivery timing before treating it as future sales.
Business financial analysis
Seasonal Liquidity: Why a Strong Year-End Balance Can Hide Peak Borrowing
Reconstruct the funding trough between reporting dates and test delayed receipts against a defined cash floor and available facility.
Business financial analysis
Equity Compensation Economics: Reconcile Awards, Repurchases, and Cash Pay Alternatives
Distinguish reported award expense, share replacement cash and hypothetical salary substitution without charging the same compensation twice.
Business financial analysis
Customer Concentration: Stress Lost Contribution and Existing Receivables Separately
Measure the profit and liquidity consequences of one customer reducing purchases while delaying payment, without double-counting the same exposure.
Business financial analysis
Segment Profit Reconciliation: Follow Internal Sales and Unsold Inventory to the Group
Reconcile segment revenue and profit without mistaking intersegment turnover or deferred internal margin for external business growth.
Business financial analysis
Non-GAAP Peer Comparisons: Rebuild a Common Adjustment Basis Before Ranking Profit
Show how different exclusion policies can create, erase or reverse an apparent earnings advantage between two otherwise comparable reporting sets.