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What happens next
Extract
Normalize the career sequence — titles, tenure, stages, comp bands.
Analyze
Detect momentum, risk, inflection, anchor and ceiling signals.
Forecast
Project 3-year earnings bands and retention risk with confidence.
Intervene
Rank retention levers by estimated impact and feasibility.
Explain
Translate the model into board-ready, probabilistic narrative.
Assemble
Compile the report with a full, traceable audit trail.