AI bias audits and compliance disclosures need data care. Across jurisdictions, AI use in employment is increasingly subject to mandatory audits, transparency rules, and fairness standards—and regulators are no longer waiting for misuse to act. Several laws already require annual bias audits or public accountability measures for companies using automated employment decision tools. Each location and geography has specific language related to disclosing how AI is used during recruiting and employment actions (AEDTs), when it should be disclosed, how and if applicants or employees can challenge outputs, and how and if applicants or employees can opt-out. We perform the analysis, perform AI bias audits, and offers language that align with each specific jurisdiction.

Preparing and submitted HR data beyond AI is in now firmly in the HR. Aspen builds submission-ready human capital analytics using the globally recognized ISO 30414 standard—giving organizations the clarity and credibility needed for regulatory disclosure. Whether you’re aligning with EU CSRD requirements, preparing sustainability filings in Latin America, or supporting workforce transparency across Asia or Africa, we help distill complex employment data into structured, regulator-friendly documentation. Our reporting services translate ISO 30414’s 11 pillars—covering diversity, productivity, leadership, and workforce investment—into jurisdictional formats compatible with agencies like Germany’s DIN, the European Commission, Brazil’s CVM, South Africa’s JSE, and Japan’s ISO-aligned audit protocols. We don’t just generate metrics—we build full narratives and governance-ready materials for annual submissions, ESG filings, and internal audits.

Prepare Pay Equity Reporting and Disclosure to Prove Wage Care. Whether you’re responding to regulatory mandates in France, California, or Canada—or aligning with global standards —we build customized reports that trace salary trends, flag outliers, and validate fairness across role, gender, tenure, and geography. Our platform translates raw compensation data into submission-ready analyses structured for legislation like France’s Gender Equality Index, California’s Pay Transparency Act, or New York’s wage disclosure laws. For companies operating globally, we unify jurisdictional pay mandates with defensible methodologies that meet audits, stakeholder demands, and ESG frameworks.

Continue and Govern Wage Transparency and Solicitation Practices. Both are strong but often forgotten. Understanding what should be disclosed and transparency to applicants regarding wages has shifted. There are dozens of regulations regarding pay on what needs to be posted, shared, shared upon request, and what can be withheld. Additionally, social engineering can be used to determine what current employees are earning, offering fuel to financial fraud and malicious activity. It is the new SAFETY DANCE. We will make sure you are sharing and asking what you need to protect your interests.