About TVM Terminal
The Real-Time Intelligence Platform for Cross-Platform Trend Detection & Momentum Analytics.
Institutional Overview & Operational Philosophy
Modern financial markets, cultural shifts, and viral news evolve faster than traditional research cycles. TVM Terminal transforms millions of raw, distributed public signals into transparent, auditable, and real-time quantitative momentum intelligence — isolating authentic breakout signals before they saturate mainstream consensus.
Cloudflare Anycast Telemetry Pipeline Architecture
End-to-end multi-tier data ingestion, scoring, edge caching, and syndication
100+ RSS/REST feeds, GitHub API, Hacker News, Polymarket orderbooks, Google Trends
N-gram deduplication ($J \ge 0.45$), title normalization, and chronological diffusion tracking
Anti-gaming filter (B_shield), velocity weighting (0–1,000), and lifecycle state assignment
Dedicated KV namespaces per vertical, D1 ticket storage, and 5m R2 history archives
Next.js SSR, REST OpenAPI 3.0, MCP Protocol for AI Agents, and 15s SWR streaming
Data Provenance & Verification Directory (100+ Feeds)
Authoritative primary public telemetry sources ingested into edge KV sandboxes
SEC EDGAR (Forms 8-K, 10-Q), Federal Reserve FOMC statements, ECB press wires, Reuters Financial, Bloomberg Terminal API, and CoinGecko Pro institutional APIs.
ArXiv.org daily CS/AI preprints, HuggingFace trending models, GitHub Trending repositories, Hacker News Firehose, and arXiv RSS feeds.
Polymarket CLOB WebSocket orderbooks, Kalshi regulated event contracts, PredictIt market books, and Metaculus consensus forecasts.
ESPN Public Scoreboard APIs across Premier League, La Liga, Serie A, Bundesliga, MLS, NFL, Formula 1, UFC, WNBA, and MLB schedules.
Google Trends Real-Time Search API, Wikimedia Foundation Pageviews REST API, YouTube Data v3 API, and Cross-Platform Diffusion indices.
Algorithmic dampening penalty multiplier B_shield = 1.0 - max(0, min(0.8, (BotRatio - 0.15) * 2.0)) suppressing astroturfed inorganic spam.
Research Group Disclosures, SLA & Compliance
TVM Terminal is engineered and operated by the TVM Telemetry Research Group based in Glasgow, Scotland, United Kingdom. We maintain an enterprise Anycast infrastructure with sub-15ms edge response times, 99.99% uptime SLA, and full compliance with the UK Data Protection Act 2018 and EU GDPR.