DEI Metrics Reporting Agent
Compiles workforce demographic, hiring, promotion, and pay data into standardized DEI reports for leadership review and external compliance disclosures.
Preparing DEI reports typically requires HR analysts to manually pull data from multiple systems, reconcile inconsistent demographic categories, and build the same charts quarter after quarter, a process that can take days and is prone to reporting inconsistencies between cycles
Many jurisdictions and stakeholders now require standardized external disclosures, and manual preparation increases the risk of errors in a highly scrutinized reporting area
The agent automatically pulls and reconciles workforce demographic, hiring, promotion, and pay data on a recurring schedule, applying consistent categorization standards across every reporting cycle
It generates both an internal leadership dashboard highlighting representation trends and pipeline metrics, and a separate externally formatted disclosure report meeting the specific requirements of applicable jurisdictions
The agent pulls workforce demographic, hiring funnel, promotion, and compensation data from the HRIS and ATS on a scheduled basis, applying a consistent demographic categorization taxonomy to reconcile data across systems. It calculates representation metrics at each stage of the talent lifecycle, from applicant pool through hire, promotion, and attrition, and compares current period results against prior periods and any defined representation goals. Two outputs are generated in parallel: an internal leadership dashboard with trend analysis, and a formatted external disclosure report structured to the specific requirements of relevant regulatory frameworks.
Pull and Reconcile Data
- Pull demographic, hiring, promotion, and pay data from source systems
- Apply consistent demographic categorization standards
- Reconcile any inconsistencies between systems
- Validate data completeness before analysis
Calculate Lifecycle Metrics
- Calculate representation at each talent lifecycle stage
- Measure applicant-to-hire conversion by demographic group
- Calculate promotion rate parity across groups
- Track attrition patterns by demographic segment
Generate Internal Dashboard
- Compare current metrics against prior periods and goals
- Highlight notable trend shifts for leadership attention
- Build visual dashboard for internal leadership review
- Flag areas requiring strategic focus
Prepare External Disclosure
- Format data to the specific requirements of applicable jurisdictions
- Apply required disclosure categories and calculation methods
- Route the draft disclosure for legal and compliance review
- Finalize and archive the submitted report