UrbanOS Smart Cities Data Platform

{
  "_id": "starintel:product:urbanos-smart-cities-data-platform",
  "assessment": {
    "confidence": 0.98
  },
  "data": {
    "capabilities": [
      "distributed smart-city data processing",
      "REST API",
      "websocket streams",
      "SQL analytics"
    ],
    "features": [
      "data ingestion",
      "normalization",
      "transformation",
      "persistence",
      "streaming",
      "data discovery"
    ],
    "integrations": [
      "Kafka",
      "Kubernetes",
      "S3-compatible object storage",
      "PrestoDB",
      "React"
    ],
    "manufacturer_id": "starintel:org:urbanos-public",
    "name": "Smart Cities Data Platform",
    "product_type": "open_source_data_platform",
    "technical": {
      "architecture": "microservices",
      "languages": [
        "Elixir",
        "JavaScript"
      ],
      "repository": "UrbanOS-Public/smartcitiesdata"
    },
    "website": "https://github.com/UrbanOS-Public/smartcitiesdata"
  },
  "dataset": "wef",
  "date_added": "2026-07-26T04:05:00Z",
  "date_updated": "2026-07-26T04:05:00Z",
  "dtype": "product",
  "evidence": [],
  "lineage": {
    "derived_from": [
      "starintel:analysis:wef-columbus-depth-4-governance-replication-continuity"
    ],
    "generation": 5
  },
  "notes": [
    "Public availability is established; downstream adoption by other cities is not established in this pass."
  ],
  "provenance": {
    "agent": "GPT-5.6 Thinking",
    "method": "Primary-source recursive OSINT with bounded inference",
    "run_id": "wef-columbus-depth-5-2026-07-26",
    "skill": "auto-dig;web-research;create-starintel-documents;select-recursive-targets"
  },
  "schema_version": "0.9.0",
  "sources": [
    {
      "accessed_at": "2026-07-26T04:05:00Z",
      "credibility": 0.98,
      "kind": "source_repository",
      "publisher": "UrbanOS-Public",
      "title": "UrbanOS-Public/smartcitiesdata",
      "uri": "https://github.com/UrbanOS-Public/smartcitiesdata",
      "url": "https://github.com/UrbanOS-Public/smartcitiesdata"
    }
  ],
  "summary": "Public smart-city data platform built as distributed Elixir services using Kafka, Kubernetes, object storage, PrestoDB, APIs, and a web interface.",
  "tags": [
    "wef",
    "columbus",
    "recursive-research",
    "depth-5"
  ],
  "title": "UrbanOS Smart Cities Data Platform",
  "verification": {
    "status": "source-backed",
    "verified": true
  },
  "version": 1,
  "workflow": {
    "max_depth": 6,
    "recursion_depth": 5,
    "research_status": "completed",
    "root_target_id": "starintel:org:city-of-columbus"
  }
}