The Government Is Always Watching – Strategies to Address AI and Human Screening of Immigration Benefits Requests (On-Demand)

Original Course Date: July 6, 2026

This program examines the shift in U.S. immigration adjudications from traditional, point-in-time petition review to continuous, data-driven vetting across government systems. Agencies increasingly use artificial intelligence, machine learning, and cross-agency data integration to identify inconsistencies across filings, public records, and other data sources.

The panel will analyze how automated flagging systems influence adjudicator decision-making and trigger requests for evidence, audits, or enforcement actions. It will also address transparency concerns and due process limitations in AI-assisted adjudications.

Participants will gain practical strategies to prepare consistent, “AI-ready” filings, conduct pre-filing audits, and advise clients effectively in an era of continuous government scrutiny.

Syllabus

  1. Transition from discrete adjudication to continuous lifecycle vetting
  2. Government use of AI and data analytics in immigration screening
  3. Hybrid AI–human decision-making and adjudicatory bias effects
  4. Cross-agency data integration and inconsistency detection
  5. Triggers for RFEs, audits, and enforcement actions
  6. Transparency gaps and due process implications
  7. Preparing consistent, “AI-ready” filings
  8. Pre-filing audits and digital footprint alignment
  9. Ethical counseling under continuous monitoring conditions
  10. Strategic risk management for employers and stakeholders