Systems
Product suite concept.
Fresh Margin Systems is building a procurement visibility layer for food operators. Not all modules are live yet. Each label below reflects current reality.
This public site is the marketing and intake surface. Internal diagnostic workflows, AI-assisted analysis, and operator review systems are not fully exposed publicly.
Margin Leak Brief
Diagnostic previewA one-page executive snapshot of where margin is leaking across purchasing layers.
Input
Normalized invoice, price-sheet, and contract data
Output
Ranked leak signals with severity and estimated exposure
Operator value
Gives leadership a fast read on the biggest purchasing risks worth reviewing first.
Leakage Operating Map
Diagnostic previewMaps issues across vendor, category, invoice, rebate, freight, substitution, and pack-size layers.
Input
All normalized purchasing data
Output
Visual map of where leakage concentrates by layer
Operator value
Shows the operator which layer is driving the most pressure this period.
Category Risk Console
Diagnostic previewReviews protein, produce, dairy, dry goods, frozen, disposables, beverage, and cleaning supplies.
Input
Category-mapped SKU data and price history
Output
Risk score, price movement, and review priority by category
Operator value
Prevents high-risk categories from hiding inside blended averages.
Vendor Drift Monitor
Prototype surfaceTracks month-by-month movement in vendor pricing, terms, and substitution behavior.
Input
Vendor invoices, price sheets, and contract references
Output
Drift timeline, substitution log, and terms-change alerts
Operator value
Surfaces vendor movement before it compounds into material margin loss.
Price Exception Queue
Prototype surfaceA ranked queue of SKUs that need review due to invoice variance, pack-size movement, or substitution risk.
Input
Invoice vs price-sheet variance data
Output
Exception list with severity, dollar impact, and recommended action
Operator value
Turns exception review from a reactive hunt into a ranked operating routine.
Rebate Visibility Review
Diagnostic moduleReconciles earned rebates against actual receipts and flags missing documentation.
Input
Rebate agreements, invoice data, and tracking notes
Output
Rebate gap report and collection priority list
Operator value
Identifies rebate gaps that are often missed due to weak tracking.
Freight Review
Diagnostic moduleReviews freight charges, fuel surcharges, delivery minimums, and accessorial fees.
Input
Freight terms, invoices, and delivery schedules
Output
Freight leakage report and vendor comparison
Operator value
Surfaces where freight costs are growing faster than purchase volume.
Pack Size and Substitution Watch
Diagnostic moduleFlags pack-size changes and unauthorized substitutions that hide real cost movement.
Input
SKU history, order records, and invoice line items
Output
Pack-size change log and substitution alert list
Operator value
Prevents apparent price stability from masking real cost increases.
Audit Trail
Planned system surfaceA record of what was reviewed, what changed, and what was recommended over time.
Input
All diagnostic outputs and operator actions
Output
Historical review log and trend analysis
Operator value
Supports compliance, vendor negotiations, and long-term purchasing strategy.
Pilot Decision Memo
Diagnostic previewA written memo outlining what to review first, what data is missing, and what not to over-interpret.
Input
Reviewed findings and operator context
Output
Decision memo with ranked actions and 30 / 60 / 90-day plan
Operator value
Gives operators a clear, defensible next step without requiring another tool.
Stage labels explained: Diagnostic preview means the module is part of the founder-led diagnostic format.Prototype surface means the public page is showing a planned operating surface, not a finished self-serve product.Planned system surface means the concept is part of the internal product direction but the module is not yet publicly available. Nothing is claimed as a finished self-serve platform.
Not autonomous purchasing. No guaranteed savings. No live customer data in public samples. Not financial, legal, tax, or accounting advice. Not a public offering. Not an investment product.
Learn more
See how the diagnostic works in practice.
The sample audit shows real deliverable format with fictional data. The how-it-works page explains the full workflow.