A fictional, review-ready example showing how AegisReview turns hiring-tool facts, vendor evidence gaps, notice-readiness materials, assumptions, and next steps into one file for HR, legal, and counsel review.
Illinois staffing and recruiting firm supporting administrative, warehouse, light industrial, customer support, and clinical support hiring workflows.
The company uses multiple hiring systems and wants a clean first file before final HR/legal review.
Organize AI hiring-tool facts, vendor evidence gaps, notice-readiness status, assumptions, and open questions into one review-ready file.
The file is designed for HR, compliance, operations, and employment counsel. It does not decide the legal answer.
This sample is workflow support. It is not legal advice, a legal opinion, a formal audit, a bias-audit certification, or a compliance certification. Final legal conclusions, notices, policy decisions, and customer commitments stay behind HR/legal/counsel approval.
A live customer Snapshot should include a date-stamped regulatory note. Illinois AI employment rulemaking and agency guidance can change. This sample demonstrates file structure and review workflow, not final legal content.
| Data category | Sample treatment | Production rule before customer intake |
|---|---|---|
| Company website and public pages | Allowed for public-signal review | Retain source URL, date, and confidence label |
| Hiring-tool names and vendor notes | Allowed if customer-approved | Store in authenticated workspace with role-based access |
| Vendor documents | Not used in this synthetic sample | Accept only after DPA/SOW and retention scope are approved |
| Applicant or employee records | Excluded | Do not accept for first-pass Snapshot unless separately contracted |
AegisReview keeps findings separated by confidence. The goal is not to sound certain too early. The goal is to show exactly what is known, what is only a signal, what the client reported, and what needs attorney or HR approval.
| Label | Meaning | Operational use |
|---|---|---|
| Confirmed | Employer or vendor documentation supports the tool, workflow, or fact. | Can be included in the active file with source/date. |
| Public signal | Public website, careers page, vendor page, privacy language, or public materials suggest review is needed. | Use for triage only until confirmed. |
| Client-reported | Employer says the tool or workflow is used, but supporting evidence is not attached yet. | Ask for documentation or internal confirmation. |
| Unknown | The tool exists or is suspected, but enabled features and legal relevance are unclear. | Assign a fact-finding task. |
| Counsel review | The next decision involves legal interpretation, notice language, policy, or customer commitment. | Hold behind HR/legal/counsel approval. |
| Rejected false positive | The item was reviewed and removed because it is unsupported, stale, generic, or unrelated. | Document why it was excluded. |
| Assumption | Why it exists | Next action |
|---|---|---|
| Assessment tool may affect candidate screening | Intake notes reference pre-employment assessment workflow | Confirm vendor name, settings, scoring role, and human review step |
| Interview tool may support evaluation workflow | Interview platform appears in recruiting process | Request vendor AI/automation feature documentation |
| Applicant notice may be needed | Illinois hiring exposure plus automated workflow signals | Review final obligation and language with counsel |
| Tool | Workflow | Evidence label | Open question | Priority |
|---|---|---|---|---|
| Workday Recruiting | ATS, applicant intake, workflow status, recruiter review | Client-reported | Are AI, matching, summaries, or ranking features enabled? | High |
| HireVue | Structured interview workflow and evaluation support | Client-reported | What automated features are active and what vendor documentation exists? | High |
| LinkedIn Recruiter | Sourcing, filtering, recommendations, outreach lists | Public signal | How are recommendations used in final recruiter decisions? | Medium |
| Assessment vendor | Pre-employment role-fit assessment | Unknown | Vendor name, scoring role, validation documentation, and human review step need confirmation. | High |
| ChatGPT or internal AI assistant | Job description drafts, recruiter messaging, policy summaries | Client-reported | Does internal use touch candidate evaluation or only drafting support? | Medium |
The employer has enough tool visibility to build a first review file without uploading applicant records.
The main issue is not whether every tool is illegal or risky. The issue is that enabled features, vendor evidence, and notice workflow are not yet documented.
| Evidence item | Status | Assigned to | Why it matters |
|---|---|---|---|
| Current vendor AI/automation feature description | Missing | HR Ops | Shows whether the tool supports screening, scoring, ranking, summaries, recommendations, or prioritization. |
| Enabled feature list or admin settings export | Missing | HRIS Admin | Separates tools purchased from features actually enabled. |
| Human review or override controls | Partial | Recruiting Lead | Shows where people review, modify, approve, or reject automated support. |
| Bias testing, validation, or adverse-impact materials | Missing | Vendor Owner | Useful for counsel, HR, and procurement review; do not certify sufficiency without counsel. |
| Model or feature change notification process | Missing | Vendor Owner | Supports future review when vendor features change. |
| Notice support language from vendor | Requested | HR Compliance | May help draft notice materials, but final wording stays behind review. |
Send factual documentation requests first. Avoid asking the vendor to decide the employer's legal obligations. Ask what the product does, what features are enabled, what data is used, what human review exists, and what bias/validation materials are available.
| Notice component | Status | Reviewer | Notes |
|---|---|---|---|
| Applicant notice template scaffold | Prepared for review | HR + counsel | Uses confirmed/assumed tool categories only. Final language not approved. |
| Employee notice template scaffold | Not started | HR + counsel | Needed only if employee-impacting tools are confirmed. |
| Delivery method | Open | HR Operations | Decide where notice appears and how delivery is retained. |
| Notice approval log | Internal tracker only | HR + counsel | Operational workflow aid, not represented as a legal record for submission. |
| Regulatory date stamp | Required | File owner | Live files should state the rule/guidance date used for review. |
Applicant AI Tool Notice - illustrative scaffold only
Prairie Talent Group uses hiring technology to support applicant intake, interview workflow, assessment review, sourcing, and recruiter decision support for selected roles.
Before using this notice, Prairie Talent Group should confirm each tool's role in the hiring process, attach vendor documentation, and approve final language through HR/legal/counsel review.
Do not send template scaffold language to applicants or employees until the customer confirms facts and HR/legal/counsel approves final wording, timing, delivery method, and retention process.
| Question | Why it matters |
|---|---|
| Which tools are actually enabled in Illinois hiring workflows? | Determines scope of review and whether notice language is needed. |
| Do any tools rank, score, recommend, screen, summarize, or prioritize applicants? | Separates ordinary recordkeeping from higher-risk decision support. |
| What vendor evidence should be retained? | Defines what belongs in the file and what remains open. |
| Who approves final notice language? | Creates an explicit approval gate before operational use. |
| What data should not be stored in AegisReview for this engagement? | Protects applicant/employee data and keeps scope controlled. |
This file is workflow support. It is not legal advice, a legal opinion, a formal audit, a bias-audit certification, or a compliance certification. The employer is responsible for confirming facts, tool usage, vendor settings, applicant/employee notice obligations, and final use of any template materials with qualified counsel or responsible HR/compliance reviewers.
AegisReview is built to answer the practical first question: what tools are involved, what proof exists, what is missing, what needs review, and what should happen next?