The obvious examples are recruiting tools that screen résumés or rank candidates. The less obvious examples may be embedded in scheduling software, productivity tools, performance platforms, learning systems and vendor products that summarize, score, recommend or predict.
That matters in Illinois. Effective January 1, 2026, the Illinois Human Rights Act prohibits employers from using AI in ways that discriminate in recruitment, hiring, promotion, training, discipline, discharge and other terms or conditions of employment. The law also requires notice when an employer uses AI for covered employment purposes. It expressly includes generative AI and prohibits using ZIP codes as a proxy for protected classes.
Detailed implementation rules proposed by the Illinois Department of Human Rights were withdrawn in June 2026. That did not erase the statute. It means leaders should avoid waiting for a perfect checklist and begin with sound governance now.
Start with an inventory, not an AI policy
A policy written before an organization understands its actual use of AI is likely to miss the real risk. Begin by asking department leaders and vendors where technology does more than store information.
Look for tools that:
- filter, rank or recommend candidates;
- draft interview questions or summarize interviews;
- analyze productivity, attendance or communications;
- recommend schedules, assignments, training or advancement;
- generate performance language or disciplinary documentation;
- predict retention, performance or “fit”; or
- use employee or applicant data to produce a score, category or recommendation.
Do not stop at systems labeled “AI.” Ask what the product does, what information it uses and how its output affects a decision.
Map the tool to the decision
For each use, identify three things: the decision being influenced, the person accountable for that decision and the opportunity for meaningful human review.
Human review is not simply clicking “approve.” The reviewer should understand the source of the recommendation, know what facts may be missing and have the authority to question or reject the output. If a manager cannot explain why a decision was made without saying “the system recommended it,” the organization has an accountability problem.
Ask vendors harder questions
Buying a tool does not outsource the employer’s responsibility. Before implementation or renewal, ask vendors:
- What employment decisions can the product influence?
- What data trains or informs the output?
- Has the tool been tested for disparate impact or other bias?
- What documentation can the vendor provide?
- Can the organization configure or disable automated recommendations?
- How are changes to the model or product communicated?
- What data is retained, shared or used for future training?
If a vendor cannot answer plainly, that is useful information for the decision.
Build notice and oversight into the workflow
Notice should not be treated as a sentence buried in a policy no one reads. Determine when applicants or employees will be told that AI is being used and who owns that communication. Then document who may use the tool, for what purpose, what review is required and when HR, legal or executive leadership must be involved.
The strongest operating standard is simple: technology may inform a people decision, but an accountable person must own it.
A practical first step
Ask every leader who manages people or selects talent to complete one sentence:
“I use this tool to help me decide ______.”
The answers will reveal more than a broad question about whether anyone “uses AI.” From there, HR can prioritize the uses that affect opportunity, pay, advancement, discipline or continued employment.
AI can make work faster. It can also make an unclear or inconsistent process move faster. Illinois employers need both legal awareness and operational discipline: know where AI is operating, decide what it may influence and keep human judgment, accountability and oversight at the center.
Bring clarity to AI at work
MORGANBLAIR helps organizations review workplace readiness, prepare managers and establish practical responsibilities for human review.
Discuss AI readinessSources
- Illinois General Assembly — Public Act 103-0804
- Illinois Human Rights Act — 775 ILCS 5
- Illinois Joint Committee on Administrative Rules — The Flinn Report, June 26, 2026
Published October 21, 2026.
This article provides general information and is not legal advice. Organizations should consult qualified counsel about their specific obligations.