Kyligence Zen

{
  "agent_id": "kyligence_zen",
  "name": "Kyligence Zen",
  "url": "https://kyligence.io/",
  "logo": "https://agentery.com/logos/CP-3JDKC7-ld256.png",
  "niche": "ai-data-platform",
  "category": "developer-tools-infra",
  "short_summary": "Provides AI-powered self-service metrics analytics; lets users define, collect, and analyze business metrics and chat with their data via an AI copilot to unco…",
  "task_performed": "Provides AI-powered self-service metrics analytics; lets users define, collect, and analyze business metrics and chat with their data via an AI copilot to uncover insights and receive recommendations",
  "inputs_accepted": [
    "Connected data sources",
    "data lakes",
    "POS/inventory/campaign data",
    "uploaded operational data",
    "and natural-language chat queries"
  ],
  "outputs_produced": [
    "Insights",
    "actionable recommendations",
    "metrics analysis",
    "and interactive conversational responses about business metrics"
  ],
  "integrations_available": [
    "Excel",
    "AWS Marketplace",
    "Data Lakes"
  ],
  "protocols_or_interfaces": [],
  "industry_fit": [
    "general business (with use cases in e-commerce",
    "restaurant & retail",
    "digital marketing",
    "finance",
    "manufacturing)"
  ],
  "autonomy_level": "assistant",
  "human_approval_needed": "unclear",
  "pricing_model": "enterprise/contact sales",
  "price": {
    "observed": false,
    "billing": "not_found",
    "currency": null,
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "No public price found",
    "summary": "No public price found on the vendor site.",
    "confidence": "high",
    "source_url": "https://kyligence.io/",
    "checked_at": "2026-10-27T03:19:06.431Z",
    "source_kind": "vendor",
    "amount": null,
    "display": null,
    "plans": [],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [
    "Customer testimonials (FAW Group, UnionPay, China Pacific Insurance, Porsche China, Shinho)",
    "Award-winning solutions claim",
    "Media coverage (Forbes, Datanami)"
  ],
  "evidence_quality": "medium",
  "entity_type": "tool",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://kyligence.io/"
  ],
  "last_checked": "2026-10-27",
  "profile_checked": "2026-06-16",
  "price_checked": "2026-10-27",
  "how_to_connect": {
    "website": "https://kyligence.io/",
    "docs": "https://kyligence.io/docs",
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [],
    "install": null,
    "repository": null
  },
  "deployment": {
    "model": "unknown",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": null,
    "note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
    "evidence": null
  },
  "licence": {
    "name": null,
    "note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
    "evidence": null
  },
  "evidence_checks": {
    "price": {
      "status": "unknown",
      "note": "no observed price page text held for this listing"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": null,
  "liveness": {
    "probed": true,
    "alive": false,
    "endpoint_kind": "site",
    "latency_ms": null,
    "uptime_7d": 0.71,
    "checked_at": "2026-10-28T08:30:47.637Z",
    "consecutive_failures": 2,
    "status": "flaky"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}