Cross Survey Job Matching Market Signal Detector flag
Matches internal jobs to multiple compensation survey sources, calculates title and level alignment, and flags year-over-year pay movement signals above defined thresholds.
Input
Internal job list with titles, levels, and families +2 more
Output
Table with columns Matched Job Title, Survey Sources, Match Confidence (%), Market Movement Notes, and Recommended Action
Dashboard Variance Narrative Draft Generator analyze
Creates initial 3–5 paragraph narrative summaries explaining headcount, compensation spend, and benefits utilization variances from dashboard extracts.
Input
Dashboard data extract (CSV or API) +2 more
Output
3–5 concise paragraphs with variance explanations, data citations, and tone note
Data Load Validation and Anomaly Detector flag
Validates data loads against expected schema, flags anomalies and missing values, and produces a correction-ready summary.
Input
Data import file +2 more
Output
Validation summary report with flagged records table, rule-by-rule status, and recommended corrections
Data Refresh Status Summary Generator analyze
Analyzes recurring HR system extract metrics, detects refresh anomalies or missing periods, and produces a one-page leadership status summary.
Input
Raw metrics CSV or JSON file with extract timestamp +2 more
Output
Structured one-page markdown with four fixed sections (Overall Status, Key Metrics, Detected Issues, Recommended Next Steps) plus extract metadata footer
Eligibility Enrollment FAQ Responder flag
Answers standard employee questions on benefits eligibility and enrollment by referencing approved policy documents and routes non-standard cases to human specialists.
Input
Employee question text +2 more
Output
Q&A block with question, answer, policy section citation, and escalation flag (if any)
Offer to Range Inconsistency Flagger flag
Compares new offer data against approved salary ranges and produces a flagged table of inconsistencies for human review only.
Input
New offer data (Offer ID, Job Level, Location, Proposed Salary) +2 more
Output
Table with Offer ID, Proposed Salary, Current Range (Min–Max), Position in Range, Flagged Issue
Pay Equity Risk Indicator and Outlier Flagger flag
Applies standard statistical methods to compensation data to surface anonymized outliers and potential pay equity risk indicators for senior analyst review only.
Input
Anonymized compensation dataset with Employee ID, base pay, equity factors +2 more
Output
List of flagged records with anonymized Employee ID, Metric, Value, Risk Indicator, and Methodology Note
Policy Change Content Update Suggester flag
Suggests tracked text revisions to employee-facing benefits materials based on approved policy changes and observed query patterns.
Input
Current policy document and new policy changes (redlined) +2 more
Output
Suggested revisions with tracked changes, rationale, affected sections, and compliance flag
Recurring HR Data Extract Cleaner Formatter validate
Standardizes, reconciles, and formats recurring HR data extracts according to defined output schemas while preserving data integrity.
Input
Raw extract file +2 more
Output
Clean reconciled file in requested format plus change summary (records added, removed, transformed, and validation notes)
Survey Job Match Recommendation Assistant flag
Suggests job matches between internal descriptions and survey job libraries based on title, level, and responsibility alignment to reduce manual mapping effort.
Input
Internal job descriptions with title, level, and responsibilities +2 more
Output
Table with Suggested Match, Survey Job Title, Match Rationale, Confidence Level (%), and Review Flag