The Algorithm Doesn't Charge You. It Just Suspends You.

Nobody at LOLSBA thinks a government agency should sit on evidence of $200 billion in fraud and do nothing with it. That estimate belongs to the SBA's own inspector general, drawn against the roughly $1.2 trillion in Paycheck Protection Program and COVID Economic Injury Disaster Loan money the agency pushed out the door in 2020 and 2021. Somebody has to sort through that pile. The question the July 14 announcement never really answers is what happens to the people caught in the sorting before anyone proves they belong there.

Here is what the agency confirmed. The Palantir contract began in January 2026 as a $300,000 fraud prevention pilot and training bootcamp. Seven months later, it is no longer a pilot. The SBA's release describes an arrangement that runs indefinitely, with Palantir software analyzing loan datasets at scale, flagging anomalies, tracing what the agency calls coordinated schemes, and feeding leads to investigators and prosecutors. The pitch is efficiency. The output, so far, is a suspension list.

The Five-State Ledger

The SBA's own numbers, published the same day, break down like this across the states where the dragnet has run longest.

Suspension is not a courtroom word. It is an administrative one, and the SBA's release is careful to say the figures represent suspected fraud, not established criminal liability. That caveat is buried under the headline number. A suspended borrower cannot get a new SBA loan. A suspended borrower cannot get into the 8(a) Business Development Program. A suspended borrower's file sits flagged while, separately, the agency has already referred more than 560,000 pandemic-era borrowers worth $22 billion to the Treasury Offset Program for collection, a package the SBA itself calls the largest referral in agency history. None of the referral requires a trial either.

What "New" Actually Means Here

Reporting on the contract's history complicates the announcement's framing as a fresh breakthrough. Palantir's involvement traces back to a Minnesota fraud investigation that first drew national attention, and independent coverage of the expansion has noted that a meaningful share of the fraud cases the administration has since publicized were already under DOJ investigation before Palantir software ever touched them, flagged during the prior administration and left sitting. What changed in July was not that fraud got discovered. What changed was that the agency put a vendor's name and an AI narrative on top of casework that, in a lot of these files, was already moving.

That distinction matters because it is doing real marketing work. A software platform that finds coordinated fraud rings sounds like a technical leap. A software platform that re-indexes a backlog of leads investigators already had, and packages the result as a "new phase," sounds like what it mostly is: a procurement decision dressed up as a breakthrough.

The Fair Reading

Here is the version that gives the agency its due, because one exists. Running pattern-matching software against 1.2 trillion dollars of loan records by hand was never realistic, and the alternative to automated screening is not some idealized careful process, it is the same rubber-stamp underwriting that let the fraud happen in the first place. A tool that flags anomalous filing patterns across five states in months rather than years is doing something a human review team structurally could not. Suspension, unlike prosecution, is reversible in theory, and the SBA has consistently framed it as a hold rather than a verdict. If the software's hit rate is genuinely high, most of the 150,000 people on that list are not going to be exonerated later. Some of this dragnet is going to be right.

But "in theory reversible" and "in practice navigable" are different claims, and the agency has published no data on how many suspended borrowers have successfully appealed, how long an appeal takes, or what evidence clears a name once software has attached it to a file. The release that announced a permanent AI partnership did not come with a released appeals success rate, a published average resolution time, or a commitment to review already-suspended files under whatever improved detection the new phase supposedly brings. It came with a quote about zero tolerance and a five-state scoreboard. A machine that generates suspicion at scale and an agency that cannot say how fast it clears people at scale is not a fraud solution. It is a queue with a press release attached.

What Would Fix It

• Publish appeal statistics alongside every suspension total: files appealed, files cleared, average days to resolution. The agency already tracks the suspensions to the borrower. It can track the outcomes the same way.
• Separate the marketing of "new" Palantir capability from case totals that predate the contract, so the public can tell what the software actually found versus what a human investigator already had open.
• Set a binding clock on suspension review, the way due process requires for other administrative holds, instead of leaving a suspended borrower's business frozen on an open-ended flag.
• Report the false-positive rate. A pilot program that ran for seven months has enough data by now to know one.

If the SBA's algorithm flagged an actual working business you run, send us the story. The rest of the receipts are filed here.