Workforce AI Governance Assessment
Govern AI across the employment lifecycle.
A structured assessment of workforce AI: what is in use, what it decides, who owns it, what oversight exists and what evidence the organization can produce.
The Challenge
AI increasingly influences recruitment, selection, performance, promotion, compensation, workforce planning and monitoring — often through vendor tools adopted without defined human decision rights or evidence of oversight.
Who it is for
- Organizations using AI in hiring, performance or workforce decisions
- HR, legal, privacy and risk leaders accountable for employment decisions
- Enterprises facing employee, executive, audit or regulatory questions on workforce AI
What Regavon does
- Workforce AI use cases across the employment lifecycle
- Employment-decision risk classification
- HR technology and vendor governance
- Human decision rights and review requirements
- Bias and discrimination risk practices
- Privacy and sensitive-data governance
- Employee transparency, notice and escalation
- Controls, documentation and evidence
What you receive
- Workforce AI use-case inventory
- Employment-decision risk classification
- HR technology and vendor review
- Human decision-rights framework
- Bias and discrimination risk review
- Privacy and sensitive-data assessment
- Employee notice and transparency review
- Accommodation and escalation process review
- Control and evidence requirements
- Governance maturity assessment
- Executive findings report
- Prioritized remediation roadmap
Value delivered
- Workforce AI use cases inventoried and classified
- Decision rights defined for every employment-related use case
- Vendor claims reviewed against governance requirements
- Documented human oversight and escalation paths
Regavon does not guarantee compliance, certification outcomes or financial results.
Relevant frameworks
- NIST AI RMF
- ISO/IEC 42001
- Applicable organizational requirements
Framework mapping depends on engagement scope, jurisdiction, systems and organizational requirements.
Engagement
Engagement scope and pricing depend on organizational complexity, systems, regulatory exposure and implementation requirements.
Regavon provides workforce AI governance, risk assessment, control design, vendor review and readiness support. Legal advice, formal employment-test validation and legally required independent bias audits must be performed by appropriately qualified independent professionals.