Insights & Briefings

Governance analysis and risk briefings on AI-driven hiring systems and workforce decision infrastructure.

When the ATS Becomes the Defendant
AI Hiring Governance, Hiring Systems Risk, Wildfire Group AI Hiring Risk Advisory & Talent Strategy, Pre-IPO Hiring Systems Audit, AI Hiring Vendor Evaluation Framework, Hiring Systems Governance, AI Hiring Defensibility Keri Tietjen Smith AI Hiring Governance, Hiring Systems Risk, Wildfire Group AI Hiring Risk Advisory & Talent Strategy, Pre-IPO Hiring Systems Audit, AI Hiring Vendor Evaluation Framework, Hiring Systems Governance, AI Hiring Defensibility Keri Tietjen Smith

When the ATS Becomes the Defendant

Algorithmic hiring systems are facing a new level of legal scrutiny. As courts begin to evaluate whether automated hiring tools can produce unlawful disparate impact, organizations must treat AI-mediated hiring as governed infrastructure rather than neutral technology. This briefing examines what the Workday lawsuit signals for accountability, risk, and oversight in modern hiring systems.

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Designing AI-Ready Hiring Systems
AI Hiring Governance, Hiring Systems Risk, Talent Acquisition Systems, Responsible AI in Employment, Workforce Governance & Policy, Executive Briefings, Wildfire Group AI Hiring Risk Advisory & Talent Strategy, AI Hiring Defensibility, Hiring Systems Governance, Pre-IPO Hiring Systems Audit, AI Hiring Vendor Evaluation Framework Keri Tietjen Smith AI Hiring Governance, Hiring Systems Risk, Talent Acquisition Systems, Responsible AI in Employment, Workforce Governance & Policy, Executive Briefings, Wildfire Group AI Hiring Risk Advisory & Talent Strategy, AI Hiring Defensibility, Hiring Systems Governance, Pre-IPO Hiring Systems Audit, AI Hiring Vendor Evaluation Framework Keri Tietjen Smith

Designing AI-Ready Hiring Systems

Hiring systems are under strain from years of operational debt, fragmented technology, and inconsistent evaluation practices. This briefing presents a governance-first framework for integrating AI into hiring systems, clarifying where AI adds value, where human judgment must remain central, and how organizations can preserve accountability as automation scales across the hiring lifecycle.

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