36.6 Billion Lies
How Goldman Sachs Fed Corrupted Data to the One System Designed to Catch Financial Fraud β for Three Years Straight
TL;DR
- From June 2020 to June 2023, Goldman Sachs submitted 36.6 billion inaccurate stock order records to FINRA’s market surveillance system β the exact system built to catch financial fraud.
- Goldman also sent 372,260 false trade confirmations to real customers, lying about whether the firm was acting as their agent or trading against them for its own profit.
- The firm fabricated or corrupted 90,766,943 internal order records and inaccurately reported 6.8 million trades to federal trade reporting facilities in just 25 days.
- FINRA fined Goldman $1,450,000 ($1.45 million β less than what a Goldman partner earns in a single year) for three years of systemic data corruption.
- Goldman signed this settlement without admitting or denying any wrongdoing, waived its right to a hearing, and walked away.
The section called “The Non-Financial Ledger” breaks down what it means when your broker lies to you about whose side they’re on β and why that 25-day window in October 2021 should terrify every retail investor.
For three uninterrupted years, Goldman Sachs fed 36.6 billion pieces of corrupted data into the only automated system the United States government uses to detect stock market manipulation β and the fine FINRA handed them was $1,450,000 ($1.45 million, roughly the cost of a mid-level renovation on a Manhattan brownstone).
The Watchdog They Broke
A System Built After 2008 to Catch the Next Goldman Sachs
After the 2008 financial crisis exposed just how blind regulators were to what Wall Street was actually doing, the SEC mandated the creation of the Consolidated Audit Trail (CAT). The CAT is the central nervous system of American stock market surveillance. Every single trade, every order, every modification, every cancellation β it all gets reported there, in real time, so FINRA and the SEC can see the full picture of what the market is doing and catch manipulation before it wipes out ordinary investors again.
As the enforcement document states directly: “CAT data is an integral part of FINRA’s automated market surveillance program. FINRA uses CAT data to conduct cross-market surveillance in support of FINRA’s and registered equities and options exchanges’ statutory obligations.” Without clean data flowing into the CAT, the watchdog is functionally blind. And Goldman Sachs spent three years feeding it garbage.
Goldman, as a “large industry member,” was required to begin reporting to CAT on June 22, 2020. From the very first day of its obligation through June 2023, the firm submitted order events containing corrupted data fields. This was not a brief glitch. This was the baseline condition of Goldman’s compliance system for its entire initial CAT reporting period.
β FINRA Enforcement Document, AWC No. 2022074103601
Six Errors. Three Years. Zero Accountability Until FINRA Came Knocking.
Goldman developed its own internal system to comply with CAT reporting rules. That system contained six distinct error types. Two of those errors alone produced approximately 36 billion of the 36.6 billion corrupted records. Goldman did not discover the first major error β the missing counterparty restriction handling instruction affecting over 33 billion events β until a FINRA examiner showed up on June 9, 2021, a full year after the errors began. Goldman did not discover the second major error β a corrupted customer display instruction flag affecting 2.9 billion events β until March 2023, while responding to a separate FINRA inquiry.
Goldman’s own supervisory system had no mechanism to catch these errors. The enforcement document confirms the firm “did not include a periodic comparative review of accepted CAT data against its order and trade records to verify data fields contained accurate information” from the start of its obligations in June 2020 all the way through March 2022 β nearly two full years. Goldman only implemented the accuracy review after regulators had already been investigating them.
CAT Reporting Errors: Scale of Each Violation (Billions of Events)
Twenty-Five Days That Lied to Half a Million Investors
A “Technology Update” That Turned Customers Into Targets
On October 22, 2021, Goldman Sachs reconfigured a trading gateway that connects the firm’s clients and its own traders to market execution venues. The intended change was straightforward: stop rejecting client orders that were accidentally marked as “principal” orders (where Goldman trades for its own account) and automatically convert them to “agency” orders (where Goldman acts on the client’s behalf). A reasonable fix in theory.
The problem: Goldman’s own traders also used the same gateway to submit genuine principal orders. The reconfiguration wiped out that distinction. Every single order the firm’s traders submitted through the gateway was now mislabeled as “agency” β falsely representing that Goldman was acting as the client’s neutral helper, when in fact Goldman was trading for itself, potentially against the very clients whose orders it was also executing. This distinction is not a technicality. It is the foundation of whether your broker owes you a duty of fair dealing or whether they are a competing counterparty in the same trade.
Goldman did not fix this problem for 25 days, until November 16, 2021. The firm then waited until February 11, 2022 β nearly three months later β to file its required self-report with FINRA. In those 25 days, the damage was staggering in scale.
The Numbers From Those 25 Days Are Staggering
The 25-Day Corruption Window: October 22 β November 16, 2021
The enforcement document itemizes the damage precisely: 90,766,943 inaccurate internal order records; 6,892,138 trades reported to federal facilities with the wrong capacity code; 98,322 trades reported that should never have been reported at all because they did not involve an actual change in ownership; and 372,260 false trade confirmations sent directly to customers β real people who believed they were receiving accurate disclosure of how Goldman was handling their money.
β FINRA Enforcement Document, AWC No. 2022074103601
The Non-Financial Ledger
What It Actually Means When Your Broker Lies About Whose Side It’s On
When Goldman Sachs sent those 372,260 trade confirmations with the wrong capacity code, it was not sending administrative typos. It was sending legally mandated disclosures β documents that exist for one reason: to tell you, the investor, something you cannot figure out on your own. You cannot see Goldman’s internal trading systems. You cannot see whether the firm filling your order is acting as your agent or positioning itself against you. The confirmation is the only window you have. Goldman nailed it shut and handed you a photo of a different window.
The distinction between “agency” and “principal” trades carries real financial consequences for ordinary investors. When Goldman acts as your agent, it owes you a duty to disclose how much it made on the transaction. When Goldman acts as a principal β trading from its own inventory β it discloses the markup or markdown, the spread between what you paid and what Goldman paid. The false confirmations Goldman sent told customers the wrong category applied. Some customers received confirmations saying Goldman was their agent when it was actually a principal counterparty. Others were told the reverse. Either way, the legally required disclosure chain broke. Investors received false documentation and had no way to evaluate whether they had been charged fairly or whether Goldman’s interests had conflicted with their own.
The deeper rot is in the 90 million corrupted internal order records. These records are the official legal memory of what Goldman’s traders were instructed to do and on whose behalf. They are the paper trail that regulators, auditors, and eventually courts rely on to determine whether a firm followed its own rules. Goldman spent 25 days systematically creating a false paper trail β not through some elaborate scheme, but through a careless technology reconfiguration with zero oversight process to catch it. The firm had no review procedure to verify that its internal records matched reality. That absence was not an accident. That was a choice.
Then consider the 36.6 billion corrupted CAT records. The CAT is the market surveillance infrastructure that protects every ordinary person with a 401(k), a Roth IRA, or a brokerage account from the kinds of manipulation that Wall Street has repeatedly used to skim wealth from retail investors. Wash trading. Layering. Spoofing. Cross-market manipulation. All of it depends on clean, accurate order event data to detect. For a full year after its errors began, Goldman sat on the fact that its counterparty restriction data was missing from 33 billion records β and regulators only learned about it when they came to Goldman’s door during a scheduled examination. Goldman did not come forward. Goldman waited to be caught.
Legal Receipts: Their Words, Not Ours
The Most Damning Passages From the Enforcement Document
“Between June 2020 and June 2023, Goldman failed to accurately report data for 36.6 billion equity order events to the CAT Central Repository in violation of FINRA Rules 6830, 6893, and 2010, and had related supervisory failures.” FINRA AWC No. 2022074103601 β Overview Section
“From June 22, 2020 to March 2022, the firm’s supervisory system did not include a periodic comparative review of accepted CAT data against its order and trade records to verify data fields contained accurate information. In March 2022, Goldman implemented such an accuracy review.” FINRA AWC No. 2022074103601 β CAT Supervisory Failure Section
“From October 22, 2021, to November 16, 2021, as a result of the reconfiguration of the firm’s gateway, Goldman made and kept 90,766,943 inaccurate order memoranda for orders the firm routed to the OTC executing venues. The order memoranda reflected the orders as agency orders, rather than principal orders.” FINRA AWC No. 2022074103601 β Recordkeeping Violations Section
“During the same period, Goldman also reported 98,322 principal trades to a TRF and the ORF that should not have been reported because the trades did not involve a change in beneficial ownership.” FINRA AWC No. 2022074103601 β Trade Reporting Violations Section
“From at least October 2021 through the present, Goldman failed to establish and maintain a supervisory system, including WSPs, reasonably designed to achieve accurate books and records, trades reports, or trade confirmations. Specifically, the firm did not have a process to review the accuracy of the capacity reflected in the firm’s books and records, trade reports, or trade confirmations.” FINRA AWC No. 2022074103601 β Supervisory Failure (Trade Reporting) Section
Who Actually Pays for This
Public Trust and Market Integrity
The Consolidated Audit Trail exists because regulators learned a hard lesson in 2008: without a real-time, complete record of every trade and order in the U.S. equity markets, financial manipulation is nearly impossible to detect and prosecute. Goldman’s 36.6 billion corrupted records degraded the precision of FINRA’s automated surveillance patterns across the entire three-year period those errors persisted. The document states clearly that “inaccurate, incomplete, or untimely transaction and order reporting can negatively affect the regulatory audit trail and the quality of FINRA’s surveillance patterns as well as FINRA’s ability to accurately reconstruct market events.” Goldman is one of the largest market makers in the United States. Its order flow is not marginal. When its data is dirty, the entire surveillance picture gets distorted.
The real-world consequence is that during those three years, FINRA’s algorithms were running on corrupted inputs from one of Wall Street’s most powerful institutions. Patterns that should have triggered alerts may not have. Market events that regulators later needed to reconstruct may have missing or wrong data at the Goldman layer. Every other market participant β every pension fund, every retail investor, every competing firm that played by the rules β operated in a market whose watchdog was working with broken instruments. The damage to public trust is not hypothetical. The entire value of market oversight depends on its completeness. Goldman punched a hole in it for three years and paid less than the cost of a Hamptons beach house to walk away.
Economic Inequality: A Fine That Means Nothing
Goldman Sachs reported net revenues of approximately $47.4 billion in 2022 alone. The $1,450,000 fine β which is $1.45 million (roughly what Goldman’s CEO earns in three days at his reported compensation level, and less than the bonus many mid-tier Goldman partners collect in a single year) β represents approximately 0.003% of one year’s revenue. For comparison, if a working-class American earning $55,000 a year committed an equivalent proportional infraction and faced a proportionally equivalent fine, they would pay less than $2. That is the justice system Wall Street operates within.
Goldman also waived its right to contest any part of this settlement. It signed an Acceptance, Waiver, and Consent document that let FINRA avoid a full hearing, allowed Goldman to avoid any formal admission of guilt, and closed the matter without a single individual being named, charged, or held personally accountable. The Global Co-Head of Litigation and Regulatory Proceedings signed the document on the firm’s behalf. No trader was fined. No compliance officer was suspended. No executive faced a clawback. The $1,450,000 (the cost of roughly 29 months of rent for a median American family) came out of the firm’s operating budget and was gone before the ink dried.
The economic inequality at work here operates on two levels. First, Goldman’s retail brokerage clients β the human beings who received those 372,260 false trade confirmations β had no way to know their disclosures were wrong, no mechanism to seek individual compensation through this enforcement action, and no named Goldman executive to hold responsible. Second, smaller firms that violate the same rules face proportionally crushing fines. FINRA’s enforcement system creates a two-tier market: firms large enough to make their fines statistically irrelevant can treat them as a cost of doing business, while smaller competitors face existential consequences for similar conduct.
The “Cost of a Life” Metric
What Now: Who to Pressure and Where to Push
Named Corporate Roles Involved
- Global Co-Head of Litigation and Regulatory Proceedings β David A. Markowitz signed the settlement on Goldman’s behalf.
- Goldman Sachs Technology and Compliance Teams β responsible for the CAT reporting system that contained six distinct error types from its first day of operation.
- Goldman Sachs Supervisory Personnel β ran a compliance system with no accuracy review process for the first two years of CAT obligations and no capacity-accuracy review process for trade reporting at any point during the violation period.
Regulatory Watchlist: Bodies That Should Be Doing More
What You Can Actually Do
- File a complaint with FINRA’s BrokerCheck system if you were a Goldman client during OctoberβNovember 2021 and believe your trade confirmations were inaccurate: finra.org/investors/have-problem
- Contact the SEC’s Office of Investor Education and Advocacy to demand they investigate whether Goldman’s false confirmations constituted material harm requiring individual customer remediation: investor.gov/contact
- Demand your Congressional representatives support legislation that ties Wall Street fines to a percentage of annual revenue rather than flat dollar amounts β so a $1.45M fine to Goldman costs the same proportion as a $1.45M fine costs a small regional broker-dealer.
- Support grassroots financial justice organizations and mutual aid networks that provide free financial literacy and broker oversight resources to working-class communities who lack access to attorneys when their brokers lie to them.
The institutions designed to protect you from Goldman Sachs accepted a fine that Goldman’s compliance department expensed without blinking. The only accountability that has ever moved Wall Street is organized public pressure, coordinated regulatory complaints, and legislation backed by constituents who understand what is actually happening. Read the source document. Share this investigation. Tell people what 36.6 billion actually means.
The source document for this investigation is attached below.
All factual claims in this article were derived from the FINRA Letter of Acceptance, Waiver, and Consent No. 2022074103601, involving Goldman Sachs & Co. LLC.
Would you kindly hit this link up to see the above FINRA penalty?: https://www.finra.org/sites/default/files/fda_documents/2022074103601%20Goldman%20Sachs%20%26%20Co.%20LLC%20CRD%20361%20AWC%20vr%20%282025-1749773999194%29.pdf
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