Tools and field guides for reviewable hiring work.
Use browser-only calculators and notice drafting tools, then go deeper on requirements, evidence verdicts, client-ready dossiers, and integration records.
Browser-only tools.
Impact ratio calculator
Compare aggregate selection and scoring rates. The entered counts stay in the browser.
Open resourceConnecticut notice draft generator
Prepare an editable educational draft with source and review metadata.
Open resourceCalifornia ADMT notice draft generator
Prepare an editable pre-use notice draft and access or opt-out contact path.
Open resourceInitial field guides.
Turn job descriptions into reviewable requirements
Separate source wording into atomic entries without inventing rationale.
Open resourceNot evidenced is not the same as not met
Keep a missing citation from becoming an unsupported candidate conclusion.
Open resourceWhat belongs in a candidate submission dossier
Keep source evidence, open questions, and recruiter judgment together.
Open resourceUse the material for review, not legal conclusions.
The tools and articles are educational. They do not provide legal advice, perform an independent bias audit, or guarantee that a notice or employment process meets a legal requirement.
See the product boundary in a live workflow.
The live analysis workflow links each requirement to exact submitted evidence and routes uncertainty to human review.