Real-time web/news/social ingestion with entity extraction and event timelines.
ticker–theme graphs, sentiment/velocity, narrative diffusion, change-point detection, anomaly alerts
On-chain + off-chain streams with contract/protocol indexing and flow surfaces.
wallet clustering, entity graphs, address labeling, DEX/CEX flows, MEV/mempool, arbitrage surfaces
Venue-wide (Polymarket, Kalshi, and more) markets/odds/liquidity tracking, normalized and linked to events.
contract normalization, outcome taxonomy, lead–lag signals, dislocation detection, archival time-series
Global marketplace crawling with high-frequency refresh and catalog diffs.
Amazon worldwide, SKU canonicalization, variants/attributes, sellers, price/availability, daily snapshots
Cross-platform extraction with trend graphs, topic modeling, and entity linking.
engagement velocity, community clustering, narrative emergence, multilingual normalization, replayable archives
Competitive monitoring and change tracking across pages, offers, and creatives.
share-of-voice, landing-page diffs, affiliate/referral surfaces, campaign timelines, enrichment signals
Fares, availability, schedules, and routes—normalized with continuous change detection.
airline + OTA coverage, geo normalization, volatility signals, historical price curves, anomaly alerts
Extraction for emerging threats with structured indicators and relationship mapping.
vuln mentions, exploit chatter, IOC extraction, infrastructure mapping, actor/tooling patterns, monitoring
