Designed to reduce alert fatigue while surfacing early movements in markets, tech, and policy. Includes a source curation matrix (credibility tiers, locale weights, freshness windows), dedup simhash + URL canonicalization, embedding‑based clustering (k‑means/HDBSCAN) with novelty scores, moving‑median + MAD anomaly thresholds, and alert templates for email/Slack/webhooks with top terms and key links. Governance guidance covers decision logs and noisy‑source muting. KPIs: Precision@alert ≥0.8, duplicate alert ratio ≤15%, mean time‑to‑signal, reviewer load.
TrendPulse — News & Social Signal Monitor
$99.00
Modular early‑signal detection blueprint with curated sources, deduplication, topic clustering, anomaly scoring, and explainable alerts.
