Attriton
A workforce-change evidence workspace that links AI deployment, affected functions, employee decisions, notice requirements, retraining or redeployment offers, reviews, filings, receipts, and corrections by jurisdiction.
When a company deploys support automation and changes roles or staffing, legal and operational teams need evidence of what changed, why, who was affected, what alternatives were considered, and which notices or filings were required. Research found no purpose-built displacement-disclosure product, but corrected the invention's regulatory premise: Connecticut enacted an AI-related WARN disclosure effective October 1, 2026; New York has an active employer checkbox; California's order directs recommendations rather than imposing immediate employer duties; and the cited federal proposal is a discussion draft, not law. Attriton organizes evidence and drafts bounded packets for qualified review. It never decides displacement causality, selects employees, files autonomously, or certifies compliance.
The HR, employment legal, compliance, workforce strategy, customer operations, or risk leader overseeing AI-related organizational change.
The product must document AI contribution without reducing complex workforce decisions to automated causal labels.
An October 2026 effective date, active checkbox, and visible pipeline create a strong timing window.
Two cross-references and two inbound connections provide moderate convergence.
The category gap is confirmed, live and future triggers are specific, and the evidence-plus-jurisdiction mechanism addresses a high-stakes workflow.
The buyer and budget are underspecified, causality and applicability require professional review, two interfaces were unverified, regulatory status is mixed, and no structural incumbent barrier is evidenced.
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