—°F Boise, ID
Service 05 · Invoice Forensics · Flat Rate

Your suppliers
won't like this.

Most business owners have felt it for months — sometimes years. The numbers don't add up but the invoices are designed to look like they do. The Ledger validates what you already suspected. What it finds has, in some cases, resulted in legal consequences for suppliers.

$125,869
Unquoted spend — one contractor, one supplier
153
Substitution patterns across 14 job sites
29.23×
Highest per-unit overcharge ratio documented
74.9%
Line items with no agreed price — supplier set unilaterally
What Is Actually Happening

Hiding in plain sight.
Your instinct has been right all along.

Business owners who contact us have almost always felt it before they could name it. An invoice that looks correct at a glance but feels wrong in total. Prices that trend in one direction and never correct back. Line items that don't match what was ordered but are close enough that flagging them feels uncertain.

That feeling is data. In our experience, the instinct is nearly always correct. The problem has never been the intuition — the problem is proof. Suppliers operate in the gap between what they quoted and what they billed because that gap has historically been too expensive and too time-consuming to close manually.

The Ledger closes it systematically. Every invoice against every quote. Every line item. Every character of every SKU description across the full history of every supplier relationship. What emerges is not always what the client expected — but it validates what they felt. In some cases the findings have been severe enough to result in legal proceedings against the supplier.

The pattern doesn't care how long it has been running. The Ledger finds it regardless.

Documented Case — Identity Protected Under NDA
$125,869 in unquoted spend. 153 overcharge patterns across 14 job sites. A 29.23× highest per-unit overcharge ratio. The supplier had been running the same substitution logic across every active job simultaneously. The client had felt something was wrong for over a year. The Ledger found the proof in a single pass.
This is not a fulfillment error.
A fulfillment error appears once. 153 instances across 8 job sites with the same substitution logic applied consistently is not an error. It is a system — and the Ledger documents it as one.
The gap has always existed. It was just too expensive to close.
Manually verifying every line item across every supplier across every month of invoice history is not humanly possible at scale. Suppliers have operated in that gap for years. The Ledger eliminates it entirely.
These are profits you have already earned.
The Ledger does not generate new revenue. It recovers money that left your business without authorization — and produces documentation your supplier cannot argue with.
The Information Asymmetry

Your supplier has had this advantage for years.

The Ledger closes the gap permanently — systematically, at a fraction of the cost of a single missed overcharge.

Your Current Setup
The Ledger System
Invoice review
Limited by human hours
Every line. Every invoice. Always.
SKU substitution detection
Near impossible manually
Automated — 94–99% match accuracy
Pattern detection over time
Cannot hold full history
Full history, all suppliers, simultaneously
Supplier proof package
Hours of manual work
Auto-generated. Ready to present.
Consistent, fatigue-free review
Human limits are real
Deterministic. Same result every time.
Unquoted spend exposure
Never identified
Identified, documented, total mapped
Commodity floor awareness
Your supplier knows. You don't.
COMEX · LME · Regional spot tracked
What the Ledger Finds

Six patterns. All designed to survive manual review.

Most overcharges are not dramatic. They are quiet, compounding, and sized specifically to avoid triggering a closer look. Here is what the Ledger is built to find.

◈ Pattern 01
Price vs. Quote Gaps
The invoiced price is above what was quoted. Small per unit. Significant across twelve months of purchases. Sized to survive a glance. The Ledger aggregates every instance across the full relationship.
◈ Pattern 02
SKU Substitution
99% similar description. Completely different SKU. A different grade, a different size, a price multiplier of 6× to 29×. A human reviewer sees the same product. The Ledger sees the discrepancy on every line.
◈ Pattern 03
Quantity Discrepancies
Billed for more units than were ordered or delivered. Manual verification cannot catch this reliably across thousands of line items. The Ledger runs every quantity against every order record every time.
◈ Pattern 04
Duplicate Charges
The same item charged twice across different invoices — sometimes weeks apart, hidden in volume. The Ledger holds the full invoice history simultaneously and flags every duplicate regardless of distance.
◈ Pattern 05
Algorithmic Price Creep
Small incremental increases — 2%, 4%, 7% — compounding over months. No single invoice shows the damage. The Ledger maps the full price history and surfaces the trajectory your supplier is counting on you not to notice.
◈ Pattern 06
Unquoted Spend
Items delivered with no agreed price. Your supplier sets the number unilaterally after the fact. In one engagement, 74.9% of a contractor's total spend had no quoted reference on record. The Ledger identifies every unbid line item.
Beyond Overcharge Detection

Your supplier's price has a floor.
The Ledger knows where it is.

Every fitting, every pipe, every wire, every valve your supplier sells is derived from a commodity traded on global markets. Copper. PVC resin. Steel. Brass. Lumber. These materials have live market prices that are publicly available to anyone who knows where to look.

For a hundred years, commodity intelligence has existed at the institutional level — available to manufacturers, distributors, and national supply chains. Not to the contractor running 14 job sites. The Ledger changes that. Once the Ledger has run across your invoice history it builds your supplier price index — a real record of what you have actually been paying, cross-referenced against commodity floors.

That intelligence changes every negotiation you have with every supplier from one where they hold all the information to one where the table is level — for the first time.

The Supply Chain Your Supplier Never Explained
Raw Commodity
Copper, Steel, PVC, Lumber — global market, publicly traded
Manufacturer
Raw input + fabrication + margin = wholesale
Distributor
Wholesale + overhead + margin = trade price
Your Invoice
The number your supplier chose — until now
Copper (Cu)
COMEX · LME
Plumbing, electrical, HVAC. Brass fittings run 60–70% copper by weight. When copper moves your invoice should reflect it — down as well as up.
PVC Resin
WTI Derivatives
Schedule 40 and 80 pipe are petroleum derivatives. The resin price is public. The margin your supplier adds is the number the Ledger maps.
Steel · Galvanized
CME HRC · CRU Index
Conduit, hangers, structural supports. Hot-rolled coil pricing is publicly tracked. Your margin exposure above commodity cost is measurable.
Brass Alloy
ASTM B16 · C36000
Valves and fittings. Brass price moves with copper. Every valve has a knowable minimum cost. Everything above that minimum is margin.
Lumber
CME Random Lengths
Lumber had a 4× swing 2020–2023. When prices dropped, suppliers rarely volunteered the adjustment. The Ledger tracks your history against market movement.
Aluminum · Wire
LME Aluminum
Electrical wire and conduit. A contractor running 50K feet of wire has meaningful commodity exposure they have never been able to measure. Until now.
Service Architecture

Two ways to deploy the Ledger.

Start with the standard system. Expand to custom scope. If it involves documents, numbers, text, or data — the Ledger can build intelligence from it.

◈ The Ledger System
Overcharge Detection + Commodity Intelligence
The full standard deployment. Invoice forensics, quote comparison, SKU substitution detection, price creep mapping, unquoted spend analysis — plus commodity floor intelligence across copper, PVC, steel, brass, lumber, and aluminum. Your supplier has had this intelligence for 100 years. Now you do too.
  • Every invoice vs. every quote — every line item, every pass
  • SKU substitution detection at 94–99% similarity matching
  • Algorithmic price creep mapped across full supplier history
  • Unquoted spend exposure — every unbid line item identified and documented
  • Supplier price index — what you have actually been paying, normalized
  • Commodity floor cross-reference — COMEX, LME, regional spot pricing
  • Auto-generated proof package — ready to present, impossible to argue with
  • Ongoing monitoring — every new invoice checked against full history
◈ Ledger Custom Scope
Document Intelligence for Unique Cases
If it involves documents, numbers, text, or data — the Ledger can build intelligence from it. Custom scope engagements handle cases that don't fit a standard template. If you can describe the problem, we can build the instrument.
Legal and Contract Forensics — clause compliance, scope drift documentation, evidence packages structured for renegotiation or litigation
Platform Integrity — coordinated review attack documentation, account network profiling, linguistic fingerprinting
Internal Document Graph — your files, your contracts, your data — translated into a queryable intelligence layer
Any Document Problem — if it has structure, it has patterns. If it has patterns, the Ledger finds them.
Primary sources only. Every finding traces to a document on file. Nothing is asserted without the data that proves it.
Anomalies documented, not alleged. The gap between what was agreed and what was charged is the finding. What you do with it belongs to you.
Human-verified, every finding. The pipeline flags. A person confirms. Nothing enters the record unchecked.
Client identities protected. Every engagement operates under NDA. Several of our records have preceded active litigation.
How It Works

Send us your invoices and quotes.
We take it from there.

◈ Step 01
Start with a conversation
Tell us which supplier relationships feel off and how long you have felt it. No forms. No obligation. Flat rate is determined by the number of suppliers and volume of invoices. The first conversation costs nothing.
◈ Step 02
Send your documents
Invoices and quotes — 30 to 60 days to start, or as far back as you have records. Any format. We open a private encrypted document channel on first contact. Your documents stay in that environment and are never shared.
◈ Step 03
Receive the proof package
Every discrepancy sourced and documented. Source quote. Source invoice. Line item. Dollar amount. A complete proof package your supplier cannot argue with — because every finding traces directly back to their own documents. Results in 3–5 business days.
Start with your first supplier. No commitment required.
Send us the invoices and quotes for your most frequent supplier. We run the Ledger. If we find overcharges — which is almost always the case — you see exactly what was found and decide what to do next. If we find nothing, you have the certainty of knowing your supplier is clean. Either way the Ledger has run. And it does not forget what it finds.