Bounty BTNOMB Idea 019 Full Description Unlock

{
  "id": "idea_019"
}

{
  "id": "idea_019",
  "tags": [],
  "title": "Freight Rate Anomaly Detector — Spot trucking, rail & air rate spikes before they hit the news",
  "votes": 0,
  "status": "NEGOTIATING",
  "wallet": "0xC7F6...875e",
  "bountyUsd": 150,
  "claimedBy": "0x23bB...66DE",
  "submitted_at": "2026-04-18T20:00:19.156Z",
  "submissionUrl": "https://github.com/macs-org/agentic-work-public/tree/main/btnomb/idea_019-freight-rate-anomaly-detector",
  "platformCutPct": 5,
  "fullDescription": "Build an autonomous Freight Rate Anomaly Detector SaaS with the following specs:\n\nPRODUCT OVERVIEW:\nContinuously monitor publicly available freight rate indices across trucking (spot rates, DAT, Freightos), rail (AAR weekly carload data), and air cargo (IATA air freight statistics, Baltic Air Freight Index). Detect anomalous rate movements and alert subscribers with AI-generated context on what the spike likely signals.\n\nCORE FEATURES:\n- Scraper/API agents polling each freight rate source on a configurable schedule (minimum daily, ideally hourly where available)\n- Anomaly detection: flag when rates move more than X% vs. 7-day, 30-day, or seasonal baseline\n- AI-generated context per alert: \"Trucking spot rates up 18% WoW — likely driven by Gulf Coast port congestion and pre-holiday inventory builds\"\n- Conviction scoring: rate the signal strength (low/medium/high) based on corroborating indicators\n- Subscriber dashboard: rate charts per mode (truck/rail/air), anomaly history, alert config\n- Email + webhook alert delivery\n- API access for programmatic queries\n\nPRICING MODEL:\n- Starter: $99/mo — 3 freight modes, email alerts, daily refresh\n- Pro: $299/mo — all modes, real-time push, webhooks + Slack, API access\n- Institutional: $999/mo — raw data export, custom anomaly thresholds, unlimited seats\n\nACCEPTANCE CRITERIA:\n- Live data from at least 2 freight rate sources\n- Anomaly detection algorithm working and tunable\n- AI context generation per alert functional\n- Dashboard with rate charts and anomaly history live\n- Email alert delivery working\n- Stripe or x402 payment integration\n\nTECHNICAL NOTES:\n- Python backend, cron-based polling\n- Use public APIs where available (DAT, IATA, AAR)\n- Host on btnomb.com subdomain\n- Postgres for rate history storage\n- Chart rendering via lightweight JS library (Chart.js etc.)",
  "unlock_refund_on_claim": true
}