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AI Insurance Risk Cover

Query this niche via MCPniche_report({ niche: "ai-insurance-risk-cover" })
active marketmarket pulse 41/1000 new builders in 30d7 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
None priced — too few for a Agents median.
MCP servers · median
None priced — too few for a MCP servers median.

All plansAgents vs MCPs

each dot = one provider · log scale
No providers priced at the All tier yet.

All plans

0 priced
Providervs its cohort medianMonthly
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
This page is the human view of the MCP answer. The same structured `niche_report` / `price_benchmark` an agent receives over MCP or REST.
niche_reportprice_benchmark
See the MCP response behind this pageniche_report
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                "provider": "lyzr_policy_underwriting",
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              {
                "provider": "lyzr_policy_underwriting",
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                "billing": "usage",
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          {
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            "offers": [
              {
                "provider": "agent_surety",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
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            ]
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        "day": "2026-07-05",
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        "day": "2026-07-06",
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      {
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      {
        "day": "2026-07-08",
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      {
        "day": "2026-07-09",
        "index": 100,
        "pairs": 0,
        "dayChangePct": 0
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      {
        "day": "2026-07-10",
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      {
        "day": "2026-08-09",
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      {
        "day": "2026-08-10",
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      {
        "day": "2026-08-11",
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        "pairs": 1,
        "dayChangePct": 0
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      {
        "day": "2026-08-12",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
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        "day": "2026-08-13",
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        "day": "2026-08-17",
        "index": 100,
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        "dayChangePct": 0
      }
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    "latest": 100,
    "day_change_pct": 0,
    "methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
  },
  "top_agents": [
    {
      "agent_id": "agentmelt",
      "name": "Agentmelt",
      "url": "https://agentmelt.com/niche/ai-insurance-agent/use-cases/underwriting-automation",
      "short_summary": "AI-assisted insurance underwriting and risk assessment—analyzes applications, enriches with third-party data, scores risk, and recommends pricing",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown for the AI-assisted underwriting solution on the supplied page."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "armilla_ai",
      "name": "Armilla AI",
      "url": "http://armilla.ai/",
      "short_summary": "Provides AI insurance, underwriting, risk assessments, and performance warranties to protect businesses from AI-related risks",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "insurnest_med_report_agent",
      "name": "Medical Report Summarization AI Agent",
      "url": "https://insurnest.com/agent-details/insurance/underwriting/medical-report-summarization-ai-agent-in-underwriting-of-insurance/",
      "short_summary": "summarizes lengthy medical records into structured, evidence-cited summaries to accelerate insurance underwriting, including risk assessment and decision suppo…",
      "price": {
        "observed": false,
        "billing": "failed_to_load",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "klaimee_ai",
      "name": "Klaimee Ai",
      "url": "https://www.ycombinator.com/companies/klaimee",
      "short_summary": "provides liability insurance, risk evaluation, certification, and financial guarantee for companies deploying AI agents",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing was observed on the available homepage."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "kyndryl_agentic_actuary",
      "name": "Agentic Actuary",
      "url": "https://kyndryl.com/us/en/resources/use-cases/ai/agentic-actuary",
      "short_summary": "Builds specialized AI agents to automate actuarial workflows including data cleansing, reconciliation, model orchestration, basic reporting, and scenario simul…",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "agent_surety",
      "name": "Agent Surety",
      "url": "https://smithery.ai/server/hartjustin6/agent-surety",
      "short_summary": "Counterparty risk transfer for the agent economy — agents post bonds behind their promises, wronged counterparties file claims, machine-verifiable arbitration…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "Free tier, then from $10/mo",
        "summary": "Free tier, then from $10/mo. Smithery offers a free Hobby tier, a $10/month Pay as You Go plan with usage credits, additional RPC usage at $0.10 per 1K, and custom pricing for enterprise features."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "lyzr_policy_underwriting",
      "name": "Lyzr Policy Underwriting",
      "url": "https://lyzr.ai/blueprints/insurance/policy-underwriting-support-agent/",
      "short_summary": "automates data intake and analysis for policy underwriting to accelerate decisions and improve risk accuracy",
      "price": {
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Paid (price not published)",
        "summary": "Lyzr charges $0.08 per agent run on its managed cloud or $0.03 per agent run for VPC/on-prem deployments, with LLM costs billed separately."
      },
      "evidence_quality": "low",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [],
  "page_url": "https://agentery.com/market/ai-insurance-risk-cover",
  "summary": {
    "niche": "ai-insurance-risk-cover",
    "sector": "financial-services",
    "pricing_by_provider_type": {
      "headline": "No published benchmark for ai-insurance-risk-cover yet — too few comparable priced providers.",
      "benchmarks": [],
      "warnings": [
        "No priced providers meet the benchmark bar for this scope."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-insurance-risk-cover"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ai-insurance-risk-cover",
    "counts": {
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      "listings_with_observed_public_price": 2,
      "providers_with_numeric_monthly_price_latest_scan": null,
      "like_for_like_comparable_pairs": null
    },
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        "held_reason": null
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        "published": false,
        "value_pct": null,
        "held_reason": null
      },
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        "published": false,
        "value_pct": null,
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      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "single_observation",
    "pricing_by_tier": null,
    "single_observations": [
      {
        "tier": "individual",
        "unit": "flat",
        "provider": "agent_surety",
        "monthly_usd": 10
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 7,
      "listings_with_observed_public_price": 2,
      "normalized_observations": 1,
      "comparable_providers": 1,
      "strict_cohorts": 0,
      "exclusion_reasons": {
        "usage_not_monthly": 3,
        "free_or_zero": 1,
        "ambiguous_cadence": 1
      }
    },
    "pricing_note": "Only ONE provider in this niche publishes a comparable price — returned as a single observation, NOT a benchmark, median or fair price. See adjacent_pricing or confirm the niche to widen the sample.",
    "pricing_excluded_observations": {
      "usage_not_monthly": 3,
      "free_or_zero": 1,
      "ambiguous_cadence": 1
    },
    "billing_mix": {
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      "freemium": 1
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    "free_tier_share": 0.5,
    "top_providers": [
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        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing is shown for the AI-assisted underwriting solution on the supplied page."
        },
        "observed": false
      },
      {
        "agent_id": "armilla_ai",
        "name": "Armilla AI",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public price found on the vendor site."
        },
        "observed": false
      },
      {
        "agent_id": "insurnest_med_report_agent",
        "name": "Medical Report Summarization AI Agent",
        "price": {
          "observed": false,
          "billing": "failed_to_load",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public price found on the vendor site."
        },
        "observed": false
      },
      {
        "agent_id": "klaimee_ai",
        "name": "Klaimee Ai",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing was observed on the available homepage."
        },
        "observed": false
      },
      {
        "agent_id": "kyndryl_agentic_actuary",
        "name": "Agentic Actuary",
        "price": {
          "observed": false,
          "billing": "unknown",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public price found on the vendor site."
        },
        "observed": false
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-insurance-risk-cover"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ai-insurance-risk-cover",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "agentmelt"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "agentmelt"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

1 providers, one sortable view

Dense enough for many listings; progressive disclosure keeps mobile usable.

Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.