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AI & HR Technology FAQs

AI screening tools, TRAIGA, manager use of ChatGPT, and the governance Texas employers need before AI touches hiring, discipline, or employee data.

Last updated: July 03, 2026 • 6 answers in this category

What actually governs AI in Texas hiring — and what does not

Controlling authority: Title VII and the ADA, which govern by disparate impact regardless of intent, and TRAIGA, which is intent-based and enforceable only by the Texas Attorney General.

What to require from a vendor before you deploy

What to require from an AI screening vendor before you deploy Faulkner HR Solutions. Original framework, 2026. Requirements mapped against Title VII disparate impact analysis and the Uniform Guidelines.
RequirementWhat to ask forWhy
Adverse impact testingResults by race, sex, ethnicity and age, on your applicant poolA vendor’s aggregate testing says nothing about your population.
Validation evidenceJob-relatedness and business necessity, documentedThis is the defence if impact appears.
What the model actually scoresThe features and their weights, at least in summaryYou cannot defend a decision you cannot describe.
Accommodation pathwayA documented alternative for candidates who cannot use the toolAn ADA obligation the vendor will not discharge for you.
Human review pointWhere a person can override, and on what basisA fully automated rejection is the hardest fact pattern to defend.
Audit and data rightsYour right to test, and to export your own dataWithout it you cannot run the four-fifths screen at all.
Change notificationNotice before the model is retrained or changedA silent model update can move your selection rates overnight.
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Every answer in this category comes from real employer situations. If yours is live right now, talk it through with a senior HR consultant before you act.

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Curated and reviewed by Dr. Thomas W. Faulkner, DBA, MBA, MSML, SPHR, LSSBB, principal consultant at Faulkner HR Solutions.