The 28-Sector Ghost Load™ Audit
Run your bills against all 27 extraction sectors of the Architecture of Dependency and Autonomy™. Calculate your personal Ghost Load™ across the canonical 186-node framework. Generate a timestamped, framework-anchored PDF receipt you own. No data leaves your browser. The 28th line — Line 186, the Sovereign Human — is you. The terminus. The audit subject.
The Math, Stated Plainly
The framework's core equation is deterministic:
G = L − N
Ghost Load = Total Load − Necessary Load
Across 27 extraction sectors, you enter the monthly dollar amount that touches each. The framework's per-sector extraction rate identifies the portion that does NOT reach actual service delivery — the Ghost Load™. The remainder is the Necessary Load™ — what actually arrives.
The Sovereign Constant™ floor is C = 0.33. Ghost Load above 33% of your Total Load means you are operating inside an extraction architecture rather than against it. Your audit returns your status:
- Sovereign Node — Ghost Load below 10%. You are operating in full structural autonomy.
- Approaching Invariance — Ghost Load 10–33%. Within the certification range.
- Drift Node — Ghost Load 33–50%. Above the Sovereign Constant™ floor.
- Dependent Node — Ghost Load above 50%. Structural dependency architecture detected.
Step 1 — Run Your Bills Through the 27 Extraction Sectors
Fill in your approximate monthly spending for each sector. Use bank statements, bills, or memory. Every entry is processed locally in your browser — no data is sent to any server. Leave any sector at 0 if it doesn't apply.
Per-sector rates are baseline averages. They are the same rates the framework applies in entity audits and the certification ladder. Your specific extraction is likely close to these numbers; it may be higher with consolidated providers (single-PBM, single-ISP, etc.) and lower with direct-pay arrangements.
Step 2 — Enter Your Information for the Receipt
This appears on your downloadable PDF receipt. None of it is transmitted anywhere. The receipt is generated entirely in your browser.
Step 3 — Generate and Download Your Receipt
Click below to generate your 28-Sector Sovereign Audit™ Receipt as a PDF. The receipt enumerates every non-zero sector, names your Line 186 status, is uniquely timestamped, and anchored under the MARLOWE framework with USPTO, GAO, and DOE references. You own it. You control what happens to it.
A Sovereign Audit™ receipt is documentation. What you do with that documentation is your choice. Below are the real U.S. government consumer protection agencies where your receipt can serve as supporting evidence for specific claims. These are not promises of payment; they are legitimate filing pathways that have produced real restitution for real consumers when complaints are documented and specific.
For Financial Services Issues (Banks, Credit Cards, Mortgages, Debt Collection) — Sector 15, 21
Consumer Financial Protection Bureau (CFPB)
What they do: The CFPB handles complaints about banks, credit unions, credit cards, mortgages, student loans, debt collectors, credit reporting agencies, and most other financial companies. The CFPB forwards complaints directly to the company within 15 days and requires them to respond.
Real impact: The CFPB complaint database has resulted in billions of dollars of consumer relief since 2011. Filing is free, takes about 10 minutes online, and creates a public record of the complaint and company response.
How to file: consumerfinance.gov/complaint · Phone: 1-855-411-CFPB (2372) · Mail: CFPB, P.O. Box 2900, Clinton, IA 52733-2900.
Use your audit receipt: Attach as supporting documentation showing your pattern of extraction from the specific institution, with the calculated Ghost Load percentage and the relevant sector(s) — Sector 15 Monetary/Federal Reserve, Sector 21 Credit Rating.
For Consumer Fraud, Scams, and Deceptive Practices — Sectors 13, 22, 27
Federal Trade Commission (FTC)
What they do: The FTC investigates and takes enforcement action against companies engaged in unfair or deceptive practices. FTC complaints feed into law enforcement databases and inform investigations.
Real impact: FTC enforcement actions have recovered hundreds of millions in refunds for consumers in cases like Equifax, DirecTV, and Herbalife.
How to file: reportfraud.ftc.gov · Phone: 1-877-FTC-HELP (1-877-382-4357).
Use your audit receipt: Include as evidence of the financial impact when reporting fraud, deceptive marketing, or unwanted telemarketing.
For State-Level Consumer Protection — All Sectors
Your State Attorney General
What they do: State AGs enforce consumer protection laws at the state level and often have more aggressive enforcement authority for state-specific violations than federal agencies.
Real impact: State AG settlements regularly produce consumer restitution, including multi-state settlements with companies like Volkswagen, Wells Fargo, and prescription opioid manufacturers.
How to file: Find your state AG at naag.org/find-my-ag. Every state AG's office has an online consumer complaint form.
Use your audit receipt: As supporting documentation showing extraction impact within the state's jurisdiction.
For Insurance Disputes — Sector 6
Your State Insurance Commissioner
What they do: Each state has an insurance commissioner regulating insurance carriers operating in that state. They handle complaints about claim denials, rate increases, policy cancellations, and insurance agent conduct.
Real impact: State insurance commissioners have authority to order insurers to pay claims, reverse cancellations, and refund improperly-charged premiums.
How to file: Find yours at content.naic.org/state-insurance-departments.
Use your audit receipt: Documentation of the financial pattern, especially if the dispute involves multiple premium increases or denial patterns.
For Tax Fraud by Others — IRS Whistleblower
IRS Whistleblower Office (Form 211)
What they do: The IRS Whistleblower Office pays awards to people who provide specific, credible information leading to the collection of taxes, penalties, and interest from individuals or companies that underreported income or otherwise violated tax law.
Real impact: Awards range from 15% to 30% of amounts collected when information leads to successful enforcement. The IRS has paid over $1 billion in whistleblower awards since 2007.
How to file: IRS Form 211 at irs.gov/compliance/whistleblower-office.
Note: Whistleblower process with specific legal implications. Consult a whistleblower attorney before filing a significant claim. Awards come only when the IRS successfully collects.
For Utility and Energy Issues — Sector 2
Your State Public Utility Commission (PUC)
What they do: Every state has a PUC regulating electricity, natural gas, and often water utilities. They handle billing disputes, service complaints, and rate case interventions.
Real impact: PUC complaints can result in billing corrections, service restorations, and formal investigations. Consumer participation in rate cases has prevented or reduced rate increases.
How to file: Search "[your state] public utility commission" — every state has an online complaint portal.
Use your audit receipt: Especially relevant during rate case proceedings where consumer testimony and documentation affect outcomes.
For Healthcare Billing Issues — Sectors 5, 6
No Surprises Act Filing + State Health Insurance Regulator
What they do: The federal No Surprises Act (effective 2022) protects consumers from surprise out-of-network billing in specific circumstances. Complaints go to HHS or state regulators.
Real impact: The law has resulted in millions of disputed charges reduced or eliminated through the Independent Dispute Resolution process.
How to file: cms.gov/nosurprises/consumers · No Surprises Help Desk: 1-800-985-3059.
Use your audit receipt: Supporting documentation of the broader pattern of extraction in your healthcare spending.
For Workplace and Wage Issues — Sectors 19, 25
Department of Labor + State Labor Department
What they do: The U.S. DOL Wage and Hour Division enforces federal minimum wage and overtime laws. Every state has a labor department that enforces state wage laws.
Real impact: DOL investigations have recovered billions in back wages for workers.
How to file: dol.gov/agencies/whd for federal · "[your state] department of labor wage claim" for state.
Best for: Unpaid wages, overtime violations, misclassification as independent contractor, final paycheck disputes, tip theft.
Important Notes About All Filings
- Filing is free at every agency. If someone asks you to pay them to file with a government agency on your behalf, that is likely a scam.
- Complaints take time. Expect 15–90 days for initial response, longer for resolution.
- Documentation matters. Your audit receipt, combined with bills, contracts, and correspondence, makes any complaint more credible.
- File with the most specific agency first. Bank fee → CFPB, not FTC. Insurance denial → state insurance commissioner, not IRS. Match complaint to jurisdiction.
- Keep copies of everything. Every complaint filed. Every response received. Paper trail matters.
- Consider a consumer protection attorney for large claims. Many work on contingency.
The Framework Context
Your 28-Sector Sovereign Audit™ receipt is a document. The document exists under the MARLOWE framework — anchored by six USPTO filings, GAO docket COMP-26-002174, DOE filing AR 2026-001, and federal whistleblower protection under 18 U.S.C. § 1833(b). It carries the weight of the framework's public record.
It does not, by itself, generate a payment. It documents your extraction across the canonical 27-sector enumeration, names your Line 186 status, and gives you a forensic record you own.
What you do with that record — how you choose to file, when, with which agency — is your sovereignty.
The seal returns commerce to the hands of craftsmen.
The audit returns documentation to the hands of the audited.
Are You a Provider?
If you operate a business — a clinic, a trades practice, a maker shop, a professional services firm — and you want to be MARLOWE-certified, the Personal Sovereign Audit above is the wrong starting point. You want the Entity Audit: a separate worksheet that runs your books (revenue, direct service, A&G expenses, compensation) against the Sovereign Constant™ floor of 33% and the 20:1 compensation ratio. The audit's JSON and PDF output is the basis of your intake application.
How to Find Certified Providers
The MARLOWE Certified Provider Registry lists businesses that have passed the Ghost Load audit and meet all six criteria for honest exchange. When you choose a certified provider, you are choosing an exchange where the price is the price, the work is the work, and a person is reachable when something goes wrong.
- Search by sector. The registry is organized by the same sectors as the calculator above — energy, healthcare, legal, food, housing, banking, education, technology, and more. Find certified providers in the sectors where your Ghost Load is highest.
- Check the seal. Every certified provider displays the TRU Geometry™ Seal. You can verify any seal against the public registry at any time. If the seal is not in the registry, the provider is not currently certified — displaying it without certification is trademark infringement.
- Read the audit date. Every listing shows the most recent audit date. Certification renews annually. If a listing is more than 13 months old, the provider may be in renewal — contact them directly to confirm current status.
- Check the Ghost Load percentage. Tier 3 and above providers have a documented Ghost Load percentage in their listing. This tells you exactly what proportion of your payment reaches the service vs. administrative overhead.
- Contact directly. One of the six criteria is human sovereignty — a person is reachable. Every certified provider has a direct contact method in their listing. Use it. If the contact doesn't work, report it to lm.marlowe@pm.me.
What the TRU Geometry™ Seal Means
The seal is not a logo anyone can buy. It is a documented, audited credential tied to an active registry entry. Here is what each element of the certification guarantees.
Questions to Ask Any Provider
You don't need to wait for a MARLOWE Certified provider to apply these standards to your own purchasing decisions. These questions will quickly distinguish honest providers from extraction-oriented ones.
Browse the certified provider registry or learn more about how the framework works.
View the Registry → The Parallel Economy → For Providers →