Field Compliance Desk

Wrenfield Home Care

Independent prototype of Ultimate Care's caregiver compliance audit, by The AI Pipe
Invented data, live agent

A renewal reminder looks forward. The days already behind it are the ones an audit reads.

Fourteen personnel files, eight required items each, and a visit ledger. The agent reads every file and says what each document shows and what date is printed on it. The code does the rest: the renewal state, the eligible or blocked verdict, the three deadlines in business days, the hours against the figure for the title, and the one comparison a reminder never makes, between the day an item fell due and the dates of the visits already billed on the same file. It cites the public rule for every requirement and quotes it as it is written. It never says a word about anybody's status, and it never says what follows.

Measured here, end to end over all fourteen files: run one and watch. That covers reading every file, the state of every item, the verdicts, the deadlines, the cross check against the visit ledger and the escalation list. It does not open a scanned document, go to an office for a paper copy, contact an aide, a clinic or any agency, read a determination, decide an assignment, or say what follows from anything it finds.

What this shows

The problem: A personnel file is a stack of documents that arrive at different times and fall due on different clocks. Somebody has to read each one the same way every time, know which figure applies to which title, notice the file where a document fell due before a visit that has already gone out on an invoice, and get the question to the right person before a surveyor asks it first.
The result: The run below is real and is recorded: fourteen files read, every state and verdict computed from the dates on the records, the deadlines counted in business days, and every line carrying the passage it came from.
What is simulated, and what is not covered: The agency, its three offices, the fourteen aides, their clients, every document date and the two internal procedures are invented. The six public rules are not: 10 NYCRR 766.11, Part 402, Part 403, the state guidance letter DHCBS 22-07, the USCIS handbook M-274 and the E-Verify process are quoted verbatim, each passage printed with the URL it was read from and the date it was read. There is no connection to any system, no patient information of any kind, and no scanned document. This is not a hiring tool and it makes no hiring decision. It never states that anybody is or is not authorised to work, never proposes any action about an employee, never reads what a criminal history determination contains, and never says that a service was improper, that a claim is or is not payable, or what any survey or accreditation review would find. Accreditation standards are not public text, so no wording of any of them is on this page. Nothing here is legal advice.
What a pilot would need from your side: Your blank personnel file checklist, your own policy on renewal intervals and warning windows in whatever form it exists today, the column headings your visit records already produce rather than the records themselves, a short conversation with whoever runs compliance and one person who can say whether a reading is right, and counts rather than files: how many aides fall under each document type, how many renewals come due in a month. Aides, their documents and their clients stay invented until your legal and security leads have agreed, in writing, which fields a pilot may see, who holds them, where they sit, how long they are kept and how they are deleted. No personnel file is needed to start, and removing names is not anonymisation.
Who built it: Frederic de Lavenne de Choulot, The AI Pipe. Built as a demonstration on invented data, not sold as a compliance, legal or employment product.

Files on the desk

Procedures and public rules

Take this with you

A checklist of the personnel file items a New York licensed home care services agency works under, every line carrying the passage it comes from and the URL that passage was read from. Built from the public text quoted on this page. Not legal advice.

See the lines

Fictional desk. Do not paste real personnel, employment or patient records.

Enter to send, shift and enter for a new line. Live tool use over fourteen files, two procedures and six public rules.