The $360,000 Inventory Contract
The classroom exercise answered: a complete fictional bargain showing exactly what the bank promises, what the owner must do, and how the benefit becomes payable.
The point is not to make the contract look impressive. It is to make the forecast falsifiable, the payment calculable, and the failure survivable.
Harbor & Pine Supply is a two-location coastal building-supply company with 28 employees and $8.4 million in annual revenue. It carries too much inventory and still runs out of common items before storms and during spring renovation season.
The bank believes a custom forecasting, purchasing, and transfer system can create $360,000 of first-year benefit. It offers to fund $110,000 of software, data cleanup, workflow design, training, and monitoring. In exchange, the bank receives 30 percent of audited attributable benefit above an owner-protected threshold for two years, subject to a lifetime cap.
We pay to build and implement the inventory system. You provide accurate data, people, and good-faith adoption. You pay us only from measured improvement above the first $100,000 you keep each year. If our system fails, that is our risk. If you prevent implementation, that is yours.
Exhibit A: the benefits statement
The parties sign the baseline before work begins. The $360,000 is a contracted forecast, not a realized benefit and not a guarantee of revenue.
The carrying-cost calculation uses a signed 22 percent annual rate applied to normalized average inventory. Recovered gross profit uses SKU-level stockout records, historical demand, actual margin, and an agreed availability model. No revenue or savings may be counted twice.
Forecast, audit, payment
$360,000 proposed output
The signed forecast enters the professional-services firm’s internal output ledger. It is not client profit, bank revenue, or proof of performance.
$318,000 attributable benefit
The year-one audit normalizes for volume, supplier-price changes, and a declared-storm window. It verifies that stockout and service guardrails were met.
$65,400 participation
The owner retains the first $100,000. The remaining $218,000 is the participation base. Thirty percent equals $65,400, with 10 percent held until final guardrail review.
The thirteen operating terms
Baseline
January through December source records are locked at signing. Average inventory is $2.2 million; carrying rate is 22 percent; write-downs are $92,000; emergency freight is $54,000; estimated lost gross profit from stockouts is $248,000. Both CFOs sign the extract.
Intervention
The bank funds and delivers forecasting software, purchasing rules, inter-location transfer logic, barcode remediation, documented integrations, acceptance tests, manager training, and twelve months of monitoring. Full implementation requires written acceptance against stated tests.
Measurement period
Year one begins on the first full calendar month after acceptance. Delays caused by the bank move the date without penalty to the owner. Delays caused by a missed owner covenant trigger a documented cure process before any adjustment.
Attribution
Historical demand is normalized for sales volume, product mix, price inflation, supplier terms, new locations, and declared disruptions. Benefits from another initiative are excluded. A storm is adjusted by defined SKU and date windows, not erased wholesale.
Guardrails
In-stock rate may not fall below 96 percent for core SKUs; on-time customer fulfillment may not fall below baseline; no safety or privacy threshold may be breached; employee monitoring may not exceed workflow-event data named in the exhibit.
Bank obligations
The bank bears the $110,000 intervention cost, corrects material defects, maintains security controls and insurance, supplies transition documentation, and keeps the system supported throughout participation.
Owner covenants
The owner provides accurate records, appoints a project lead, makes named employees available, completes agreed training, uses the accepted workflows in good faith, and gives prompt notice of operational changes that affect measurement.
Risk allocation
The bank bears model error, coding defects, and its subcontractors. The owner bears deliberate data falsification and uncured refusal to implement. Neither side bears an external disruption, but the agreed normalization method still applies.
Audit
Monthly calculations are visible to both parties. The year-end statement includes source records and formulas. A dispute above $25,000 goes to an independent accountant; cost shifts to the party whose calculation differs by more than 10 percent.
Payment
The owner keeps the first $100,000 of annual audited benefit. The bank receives 30 percent of the remainder for two years, never more than $240,000 in total. Ten percent of each payment is held until guardrails are verified.
Disputes
Operating teams meet within ten business days, executives within twenty, and the independent accountant decides measurement questions. Other disputes proceed to mediation before the chosen court.
Data and consent
Client data is used only to deliver, secure, support, and audit the intervention. It is not used to train a general model. Subcontractors receive no broader right. Employee notice, minimization, retention, return, and deletion are stated in the exhibit.
Exit and portability
The owner retains its records, configuration, documentation, and exportable business logic. The bank provides 60 days of transition support. Earned payment survives termination; unearned participation does not.
The year-one waterfall
The numbers do not prove this instrument would work in the market. They prove the idea can be brought to contractual resolution. The bank’s claim is visible, the owner’s duties are bounded, and a failed result has somewhere to go besides rhetoric.
Teach the mechanism
Use the eight-page classroom packet to draft a different agreement, build the benefits exhibit, calculate the payment waterfall, and red-team the result.
Download the classroom packet (PDF)