Refinetrain

{
  "agent_id": "refinetrain",
  "name": "Refinetrain",
  "url": "https://refinetrain.ai/",
  "logo": "https://agentery.com/logos/CP-9FC9T4.bin",
  "niche": "accounts-payable-automation",
  "category": "finance-ops",
  "short_summary": "validates invoices by cross-checking line items against complex contracts, change orders, approvals, and prior spend, flagging high-risk invoices with evidence",
  "task_performed": "validates invoices by cross-checking line items against complex contracts, change orders, approvals, and prior spend, flagging high-risk invoices with evidence",
  "inputs_accepted": [
    "contracts",
    "amendments",
    "change orders",
    "timesheets",
    "prior invoices",
    "emails",
    "documents"
  ],
  "outputs_produced": [
    "flagged high-risk invoices with clear reasoning and quoted evidence"
  ],
  "integrations_available": [
    "internal systems integration (unspecified)"
  ],
  "protocols_or_interfaces": [],
  "industry_fit": [
    "finance / construction / complex contract industries"
  ],
  "autonomy_level": "agentic",
  "human_approval_needed": "sometimes required",
  "pricing_model": "enterprise/contact sales",
  "price": {
    "observed": true,
    "billing": "contact_sales",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "Contact sales (no public price)",
    "commercial": {
      "currency": "USD",
      "lines": [
        {
          "name": "Pilot",
          "price": "Fees Waived",
          "kind": "unknown"
        },
        {
          "name": "Enterprise",
          "price": "Contact Us",
          "kind": "custom"
        }
      ]
    },
    "summary": "Contact sales (no public price). Refinetrain offers a pilot program with waived implementation fees and an enterprise plan requiring contact for custom pricing.",
    "confidence": "medium",
    "source_url": "https://refinetrain.ai/",
    "checked_at": "2026-10-22T02:51:48.202Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "Pilot",
        "price": "Fees Waived",
        "period": null,
        "persona": "other",
        "highlights": [
          "Implementation fees waived during pilot phase",
          "Grandfathered, discounted pricing after",
          "Build exactly what you want"
        ]
      },
      {
        "name": "Enterprise",
        "price": "Contact Us",
        "period": null,
        "persona": "enterprise",
        "highlights": [
          "Custom integrations and workflows",
          "Dedicated onboarding and support",
          "SLA and security reviews",
          "Scale across teams and subsidiaries"
        ]
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "medium",
  "entity_type": "agent",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://refinetrain.ai/"
  ],
  "last_checked": "2026-06-16",
  "how_to_connect": {
    "website": "https://refinetrain.ai/",
    "docs": null,
    "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": true,
    "endpoint_kind": "site",
    "latency_ms": 642,
    "uptime_7d": 0.08,
    "checked_at": "2026-10-22T02:42:10.172Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "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."
}