How It Works

Submit a job description. Get a structured review. Keep the record.

Hireposture is in active build. The flow described here is the v1 design. Public availability is gated on employment-counsel review of the rule library.

Hireposture is an automated review tool. It is not legal advice and does not establish an attorney-client relationship. Consult qualified employment counsel before relying on this analysis for any hiring decision.

Step 01

Submit the job description

Three input modes are planned: paste the JD text, upload a document (PDF or Word), or pull it directly from a connected ATS (Greenhouse, Lever, iCIMS — post-MVP).

On submission Hireposture stores the source text immutably with a timestamp, the submitting user, and the workspace. The same review can be re-derived from the same inputs at any point in the 7-year retention window.

  • Source text stored byte-for-byte, never normalized or rewritten
  • Submission is itself a row in the audit trail (action_type=submit)
  • Source-of-truth so a re-run under a new rule library version is comparable to the original

Step 02

Review against the rule library

Hireposture runs a two-pass review using Claude. The first pass triages the JD: is this substantive enough to merit a structured review, or is it boilerplate that should be flagged for re-submission. The second pass extracts findings against the rule library.

The rule library is written from public EEOC enforcement guidance, public consent decrees and conciliation agreements, and the Job Accommodation Network qualification-standards material. Every finding cites the rule that triggered it and the source language in the JD that matched.

  • Two-pass design: a fast triage filter, then a structured extraction
  • Every finding carries a rule_id, a severity, the matched source language, and the citation back to the source rule
  • Rule library is versioned. The version is stamped on the audit row at extraction time so the review is reproducible

Step 03

Record and trail

Hireposture produces a timestamped record summarizing the findings and the disclaimer language. The record stamps the rule library version it was issued under and the disclaimer version. A row is appended to the audit trail describing the review event.

The trail is append-only at the application layer. No UPDATE or DELETE on trail rows is permitted from feature code. Workspace cancellation does not delete trail rows. The retention floor is 7 years to match the EEOC charge-investigation lookback window.

  • Record carries the rule library version + disclaimer version stamped at issue time
  • Trail is append-only, enforced by a CI rule on every commit
  • 7-year retention floor; statutory purges are a scheduled job, never a customer-initiated action

What Hireposture does not do

Naming the boundaries up front. The product is a structured review tool, not a substitute for counsel.

  • Hireposture does not certify a job description as "compliant." No badge, no stamp, no pass/fail verdict.
  • Hireposture does not provide individualized legal advice. The review is automated. Findings are surfaced to a human reviewer who decides what to do with them.
  • Hireposture does not perform reasonable accommodation analysis for an individual applicant. That is a separate process and a separate body of law.
  • Hireposture does not represent any party in an EEOC charge or in litigation.

Get on the waitlist

Hireposture is in active build, with employment-counsel review of the rule library scheduled before public availability.