Forward opportunities across DFX: an entity, the event a measured pattern points to (a borrower reaching non-accrual, a pension plan re-upping with a manager, an RIA entering succession, a nursing home closing), the horizon, the pattern's lift over its base rate with the lower bound of its interval and a band (BASELINE, ELEVATED, HIGHLY_ELEVATED, EXCEPTIONAL, cut on the lower bound), an economic range with its unit, dated why-now facts, the evidence labelled by kind, confidence by dimension, and whether a person is identified. Each row says whether it may be read as 'likely to' (a VALIDATED pattern) or only as an emerging indicator. The likelihood belongs to the pattern, never to the entity: do not restate a lift as the chance this entity acts. Filter by vertical, predicted event, persona, horizon, economic size, band, contact coverage or entity. Rows come ranked by the model's entity rank (rank.position, rank.family_percentile). Use FIRST for any question about what is likely, next, near-term, about to happen, or who shows indicators. Say which status each row has: VALIDATED may be described as a measured pattern; TESTING and PROSPECTIVE_ONLY are emerging indicators and must not be called predictions. An empty answer means no governed forward row matches, not that nothing is developing: then say plainly that DFX has no validated forward signal for it (get_forward_signal_ledger shows what was tested and failed), and never offer completed events (a move that happened, a completed succession) as a forecast. ACCESS: without a paid DFX plan on the vertical, a list returns its first 5 rows in full and a count of the rest by type (locked.count, locked.by_type), never the rows; a record names its subject and the first 3 related names per section; contact values (email, phone, profile URLs) and decision-maker names are never returned, only their types and counts. Every answer says what it withheld in `entitlement` and `locked`. Full access: DFX Intelligence, 3 days for $1 at https://dfxintel.com/data-factory/plans.
