Texas’s TRAIGA Complaint Portal Is Not a General AI Hiring Complaint Route

As of October 5, 2026. Informational only—not legal, HR, or employment advice.

Texas’s official AI complaint route starts at the Attorney General’s Consumer AI Rights page. Its “File An AI Complaint” link opens the state’s Consumer Complaint Portal.

But for job candidates, there is an important limit: TRAIGA defines a consumer as a Texas resident acting in an individual or household context, expressly excluding commercial or employment contexts. The law’s online complaint mechanism is written for consumers. Do not rely on this portal as a substitute for an employment-discrimination complaint. That consumer definition is different from saying hiring AI is exempt from TRAIGA’s prohibited uses. (Texas definitions, complaint provision)

What counts as discrimination under TRAIGA?

The Texas Responsible Artificial Intelligence Governance Act took effect on January 1, 2026. Section 552.056 prohibits developing or deploying an AI system with the intent to unlawfully discriminate against a protected class in violation of state or federal law. Protected classes include race, color, national origin, sex, age, religion and disability. The statute expressly says disparate impact alone is insufficient to demonstrate intent. (Section 552.056)

That means a poor score, an unexplained rejection or unequal selection rates do not, by themselves, establish a TRAIGA discrimination violation. Statements, instructions or configuration records indicating deliberate exclusion could be relevant—but a complaint is still an allegation, not a finding.

This intent requirement does not make unequal hiring outcomes legally irrelevant. Separate employment laws can prohibit neutral practices that disproportionately disadvantage protected groups, subject to tests such as job-relatedness and business necessity; age-discrimination rules use a different standard. An AI tool need not violate TRAIGA to raise an employment-law problem. (EEOC guidance)

If your concern is a consumer AI interaction

For a suspected TRAIGA violation arising outside an employment or commercial context:

1. Use the official entry point. Open the AG’s Consumer AI Rights page, follow “File An AI Complaint,” then select “Start a New Complaint” in the Consumer Complaint Portal.
2. Prepare a factual account. Identify the business or agency, the system or service if known, the date, what the AI did or said, the harm, and why you suspect a prohibited use. Separate what you observed from what you infer. Preserve relevant screenshots, messages and notices.
3. Limit unnecessary sensitive material. The AG’s general complaint FAQ warns that Consumer Protection complaints and attachments are generally open to public-records requests. Avoid adding unrelated medical records, identity documents or other people’s personal information. (Complaint FAQ)
4. Keep the acknowledgment. The general FAQ says submissions receive an email and complaint number. That number is only a reference: it does not mean the AG has made a merits determination or opened an investigation. (What happens after filing)

A portal complaint alleging a violation permits—but does not require—the AG to issue a civil investigative demand. TRAIGA provides no private right of action, so this route is not a personal lawsuit for damages under the act. (Sections 552.101–552.103)

If an AI hiring tool rejected or disadvantaged you

For a private-sector or Texas state or local government job, start with the Texas Workforce Commission’s employment-discrimination page, which directs applicants and employees to its Employment Discrimination Inquiry Submission System, or contact the EEOC promptly to assess your filing route and deadline.

TWC asks for the parties involved, the specific employment action and its connection to a protected characteristic. For a failure-to-hire complaint, it identifies the respondent as the company you applied to. You do not need to prove the entire case at the initial complaint stage. Include the tool’s name if known, but do not assume that identifying a vendor replaces identifying the employer. (TWC filing guidance)

Useful records to preserve include:

• The job posting, application date and rejection notice.
• Any AI disclosure, assessment instructions, score or transcript available to you.
• Accommodation requests and the employer’s responses.
• Specific statements or events connecting the treatment to protected status.

Do not wait for an AG response before checking employment deadlines. Texas Labor Code Chapter 21 generally requires a complaint within 180 days, with 300 days for sexual-harassment complaints. EEOC charge deadlines are generally 180 days, extended to 300 where qualifying state or local protections apply; pursuing another forum generally does not extend its filing period. (Texas deadline, EEOC deadlines)

An EEOC online inquiry is a preliminary step, not the completed charge. The EEOC describes a charge as a signed statement and explains that its Public Portal process starts with an inquiry and interview. Confirm that you have completed the required filing steps before your deadline. (EEOC filing process)

Federal agency applicants and employees use a different route: generally, contact the agency’s EEO counselor within 45 days of the discrimination. Do not use the 180/300-day charge deadlines above for that initial step. (Federal-sector EEO process)

What HR teams should prepare

Treat a discrimination report as a reason to preserve and review the actual hiring workflow—not merely the vendor’s assurances. Keep the assessment criteria, configuration and version history, decision logs, validation results, accommodation handling and human-review records. Our AI hiring vendor validation checklist provides a practical review structure.

If the AG issues a TRAIGA investigative demand, the statute permits requests for the system’s purpose, training-data types, inputs, outputs, performance metrics, known limitations, monitoring and other relevant documentation. (Section 552.103)

A violation notice triggers a 60-day opportunity to cure. Avoiding an action under that provision requires curing the violation and providing a written statement, supporting documentation and any necessary policy changes. For violations not cured, statutory penalties are tiered: $10,000–$12,000 for each violation the court determines to be curable, or a breach of the required cure statement; $80,000–$200,000 per violation the court determines to be uncurable; and $2,000–$40,000 per day for continuing violations. These are penalties payable to the state—not promised compensation to a complainant. (Sections 552.104–552.105)