Bankruptcy Scrub

Who uses it

Third-party agencies and debt buyers, first-party lenders, banks and credit unions, and in-house collections teams at tech companies all run scrubs, on consumer and commercial accounts. No statute we know of uses the phrase “bankruptcy scrub.” The law it relates to is the automatic stay in 11 U.S.C. 362, which says a petition “operates as a stay, applicable to all entities.” Whether, when, and how often a program scrubs is a question teams often take to their compliance team or counsel, along with what client contracts or purchase agreements say.

How it works

• Matching. You send account identifiers to a scrub provider or query a data source. For consumers that’s usually name, SSN or last four, date of birth, and address; for businesses, legal name, EIN, and address. You get back likely matches with case number, chapter, court, filing date, and status.

• Sources. Providers generally build from federal court records (PACER and court dockets). Some creditors also receive court notices through the Bankruptcy Noticing Center, including Electronic Bankruptcy Noticing (EBN). They fail differently, so which one a setup relies on matters.

• Timing. Common checkpoints: at placement or purchase, before major outreach campaigns, before legal action or repossession, and on a recurring schedule for active inventory. Frequency is usually a risk decision for the compliance team; faster-moving books tend to scrub more often.

• Match quality. Name-only matches produce false positives. Bad or missing identifiers produce misses. Joint filings and businesses with similar names often go to human review. A scrub result is a likely match, not a verdict, which is why docket checks on high-stakes files come up.

What it means for AI agents and automation (operations questions)

• Is the scrub result checked before every outbound action, and what happens with no current clear result? Is there a freshness rule (for example, “scrubbed within X days,” with X set by compliance) that operators can change in one place during an incident?

• Is every scrub run and result recorded against the account, with the data source and timestamp? That’s the audit trail when someone asks what the system knew and when.

• Is the feed itself monitored? Would a sudden drop in matches, or a vendor feed going quiet, reach a person? During the October 2026 BNC outage, anything driven by court notices went silent while filings continued.

• A scrub doesn’t replace listening. If a borrower says they filed, what does the agent do, whatever the last scrub said?