Earnings threshold calculation
Median earnings of program completers, four tax years after completion, compared to state or national earnings benchmark — modeled with sequential cohort-aggregation rules.
ProgramGuard assembles a documentation-complete earnings-accountability exposure pack — every program's pass/fail model, the completer-list correction, the student risk disclosure, and the calculation-error appeal — checked against the letter of 34 CFR Part 668 Subpart Q before a compliance analyst releases it.
A Title IV institution's ability to keep enrolling federal-loan-funded students in a given program now depends on a math problem almost nobody on campus has run before: does that program's graduates' median earnings, four tax years after completion, beat a specific state-or-national earnings comparator, calculated under a brand-new sequential cohort-aggregation rule, for two of the next three years.
Get the completer list wrong and the Department calculates the wrong answer; miss the 60-day correction window and that wrong answer stands; miss the 30-day appeal window after a 'low-earning' determination and a program that may have been correctly passing loses federal loan eligibility anyway.
ProgramGuard exists to close that gap with a single, exhaustive standard applied identically to every file.
We do not summarize the law and hope. Every audit is scored against a versioned rule pack tied to the exact text of 34 CFR Part 668 Subpart Q. These are the provisions each pack is held to.
Median earnings of program completers, four tax years after completion, compared to state or national earnings benchmark — modeled with sequential cohort-aggregation rules.
Programs failing the earnings test in two of any three consecutive years are designated 'low-earning outcome programs' and lose Direct Loan eligibility.
Institutions have 60 days to correct the completer-list data the Department uses for the calculation; missed corrections lock in the Department's data.
A 30-day window to appeal a low-earning determination based solely on calculation errors; no substantive challenges allowed.
Mandatory 30-day disclosure to enrolled students when a program is flagged as low-earning, with specific content requirements.
If too much of an institution's Title IV volume sits in failing programs, the institution faces provisional certification risk.
AI extracts and drafts. Deterministic rules — running as code, outside the model — decide what is complete. A human compliance analyst signs every release. That order is never reversed.
Upload your program/CIP-code list and completer records. We return a free completeness read: which programs are at risk, which data elements are missing, and what deadlines apply.
We model each program's pass/fail exposure against the actual STATS earnings-threshold methodology, including state and national comparators, sequential cohort-aggregation, and special rules for graduate programs and tipped occupations.
We cross-check your completer records against NSC and IPEDS data, flag discrepancies, and prepare the correction filing within the 60-day window.
Earnings calculations reconcile to the regulation to the penny; the 60-day window is verified; the disclosure checklist is resolved; SCRA is screened. Any failure blocks release.
A compliance analyst reviews the exception queue and signs the release. High-value or complex programs route to attorney review first.
You receive the pack: ranked exposure report, completer-list correction, student risk disclosure drafts, calculation-error appeal template, and a 60/30-day ICS calendar — ready for the institution to file under its own name.
The deliverable is completeness itself — every regulatory element and data source accounted for or explicitly exception-coded. Nothing is left implicit.
The gates that decide completeness are code, not a model's opinion. A drafting error cannot slip past a regulatory requirement.
We prepare documentation and run data validation as your clerical agent. We never contact students, give legal advice, or file appeals on your behalf.
Simple, predictable, and aligned with a documentation standard — not a cut of any recovery.
Start with a free Exposure Scan. Send your program list and completer records and we'll return a completeness read against every subsection of 34 CFR Part 668 Subpart Q.
Documentation-completeness service · not legal advice · the institution files every notice.