Claims Denial Management

{
  "niche": "claims-denial-management",
  "parent_sector": "healthcare-ops",
  "provider_type_pricing": {
    "slug": "claims-denial-management",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
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      "providers": 3
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        "reason": "Fewer than three comparable priced MCP servers are available."
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    "fallback_context": null,
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  "crowding_level": "empty",
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    "tier_own_move": {
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    "tier_agents": {
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  },
  "pricing": {
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    "observed": 4,
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      "individual": {
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      "pro": {
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        "p25": 90,
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        "max": 90,
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        "stdev": 0,
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      "team_sme": {
        "n": 2,
        "nPriced": 2,
        "reliability": "low",
        "median": 135,
        "p25": 127.5,
        "p75": 142.5,
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        "max": 150,
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        "stdev": 21.21,
        "usageShare": 1
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      "enterprise": {
        "n": 4,
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        "median": 5000,
        "p25": 5000,
        "p75": 5000,
        "min": 5000,
        "max": 5000,
        "mean": 5000,
        "stdev": 0,
        "usageShare": 0
      }
    },
    "byPersonaMonthly": {
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        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
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      "individual": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
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        "mixedBilling": false,
        "monthlyComparable": false
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      "pro": {
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        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
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      "team_sme": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 1,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "enterprise": {
        "nMonthly": 1,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      }
    },
    "byTierCohorts": {
      "status": "insufficient",
      "cohorts": [],
      "rejected": {
        "one_time": 3,
        "unrankable_or_unparseable": 2
      },
      "evidence": {
        "status": "observed_offers_only",
        "single_observations": [],
        "observed_offers": [
          {
            "billing": "monthly",
            "unit": "flat",
            "count": 2,
            "offers": [
              {
                "provider": "ezintegrations_healthcare",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$90 / month per automation",
                "monthly_usd": 90
              },
              {
                "provider": "infinx",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$5,000 per month",
                "monthly_usd": 5000
              }
            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 3,
            "offers": [
              {
                "provider": "flobotics_denials_management",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "~$19,500",
                "monthly_usd": null
              },
              {
                "provider": "flobotics_denials_management",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "~$29,500",
                "monthly_usd": null
              },
              {
                "provider": "flobotics_denials_management",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "~$34,000",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 3,
          "normalized_observations": 2,
          "comparable_providers": 2,
          "strict_cohorts": 0,
          "exclusion_reasons": {
            "one_time": 3,
            "unrankable_or_unparseable": 2
          }
        }
      }
    },
    "billingMix": {
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      "free": 1,
      "subscription": 1,
      "freemium": 1
    },
    "freeTierShare": 0.5,
    "medianLowestUsd": 5000
  },
  "movement": null,
  "index_series": {
    "series": [
      {
        "day": "2026-07-19",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-20",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
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      {
        "day": "2026-07-24",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
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      {
        "day": "2026-07-25",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
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      {
        "day": "2026-07-26",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-31",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
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      {
        "day": "2026-08-16",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      }
    ],
    "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": "corecare_ai",
      "name": "Corecare Ai",
      "url": "https://corecare.ai/",
      "short_summary": "validates resident census, eligibility, and state forms data for skilled nursing facilities to identify and resolve revenue integrity issues before claims subm…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "CoreCare does not publish observable subscription pricing on the supplied homepage or case study page."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "infinx",
      "name": "Infinx",
      "url": "https://www.infinx.com/revenue-cycle-agent-platform/",
      "short_summary": "automates and optimizes healthcare revenue cycle workflows including prior authorization, eligibility verification, claims submission, document capture, denial…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 5000,
        "monthly_usd": 5000,
        "headline": "From $5000/mo",
        "summary": "From $5000/mo. Annual Infinx engagements start at $5,000 per month, with final pricing determined by workflow complexity, integrations, volume, and delivery model."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "payer_contract_optimizer_ai_ag",
      "name": "Payer Contract Optimizer AI Agent",
      "url": "https://vijan.ai/agent-tracker/payer-contract-optimizer",
      "short_summary": "Analyzes payer mix and negotiates optimal reimbursement rates using historical claims data and market benchmarks",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No reliable public pricing or billing period is disclosed for the Payer Contract Optimizer."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "agentrise",
      "name": "Agentrise",
      "url": "https://apexon.com/ai-powered-claims-denial-management/",
      "short_summary": "AgentRise is an AI-powered healthcare claims denial management product that predicts denial risks, checks claims before submission, automates appeals, analyzes…",
      "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": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "claims_denial_prevention_worke",
      "name": "Claims Denial Prevention Worke",
      "url": "https://o2t.ai/portals/nexgile-sentinel-nexus/workers/claims-denial-prevention-worker/",
      "short_summary": "An AI worker for claims-denial prevention in insurance workflows.",
      "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": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "denial_management_ai_agent",
      "name": "Denial Management Ai Agent",
      "url": "https://droidal.ai/denial-management-ai-agent/",
      "short_summary": "An AI agent for managing denial-related workflows, likely in healthcare revenue cycle operations. Product details could not be verified because the page return…",
      "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": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "ezintegrations_healthcare",
      "name": "Ezintegrations Healthcare",
      "url": "https://ezintegrations.ai/ai-agents-healthcare-enterprise",
      "short_summary": "HIPAA-compliant AI agents for healthcare enterprises that autonomously handle clinical and revenue cycle workflows including prior authorization, claims denial…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 90,
        "monthly_usd": 90,
        "headline": "Free tier, then from $90/mo",
        "summary": "Free tier, then from $90/mo. eZintegrations publicly lists a free option and paid automation plans from $90 per month per automation, with higher plans requiring additional AI credits."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "flobotics_denials_management",
      "name": "Flobotics Denials Management",
      "url": "https://flobotics.io/agents/denials-management-automation",
      "short_summary": "AI agent that automates healthcare claims denial management by analyzing EOBs, identifying denial causes, correcting root issues, and generating appeal packets…",
      "price": {
        "observed": true,
        "billing": "one-time",
        "lowest_monthly_usd": 19500,
        "monthly_usd": 19500,
        "headline": "From $19500/mo",
        "summary": "From $19500/mo. Flobotics offers custom RCM automation projects priced as one-time implementations ranging from ~$19,500 to ~$34,000 based on use case complexity."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "transcure_ai_agents",
      "name": "Transcure Ai Agents",
      "url": "https://transcure.net/medical-billing/services/ai-agents",
      "short_summary": "AI agents for medical billing automation that handle prior authorizations, denials, and repetitive RCM tasks. Includes ELIXA for eligibility verification and P…",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "The homepage's structured data lists the AI Agents offering at $0, but provides no billing period or detailed public plan pricing."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "woodrow",
      "name": "Woodrow",
      "url": "https://woodrow.ai/agent-workflows/claims-denial-processing",
      "short_summary": "Enterprise AI workflow platform that automates cross-system finance and healthcare operations, including claims denial classification, documentation gathering,…",
      "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 Woodrow's Claims Denial Processing workflow."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "datrics",
      "name": "Datrics",
      "url": "https://datrics.ai/",
      "short_summary": "Enterprise AI platform that automates medical coding, healthcare claim adjudication, audit, and compliance workflows for healthcare organizations with measurab…",
      "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."
      },
      "home_niche": "medical-coding-cdi",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/claims-denial-management",
  "summary": {
    "niche": "claims-denial-management",
    "sector": "healthcare-ops",
    "pricing_by_provider_type": {
      "headline": "No published benchmark for claims-denial-management 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": "claims-denial-management"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/claims-denial-management",
    "counts": {
      "listings_with_price_capture": 10,
      "listings_with_observed_public_price": 4,
      "providers_with_numeric_monthly_price_latest_scan": null,
      "like_for_like_comparable_pairs": null
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "observed_offers_only",
    "pricing_by_tier": null,
    "observed_offers": [
      {
        "billing": "monthly",
        "unit": "flat",
        "count": 2,
        "offers": [
          {
            "provider": "ezintegrations_healthcare",
            "tier": "pro",
            "billing": "monthly",
            "unit": "flat",
            "price": "$90 / month per automation",
            "monthly_usd": 90
          },
          {
            "provider": "infinx",
            "tier": "enterprise",
            "billing": "monthly",
            "unit": "flat",
            "price": "$5,000 per month",
            "monthly_usd": 5000
          }
        ]
      },
      {
        "billing": "one_time",
        "unit": "flat",
        "count": 3,
        "offers": [
          {
            "provider": "flobotics_denials_management",
            "tier": "enterprise",
            "billing": "one_time",
            "unit": "flat",
            "price": "~$19,500",
            "monthly_usd": null
          },
          {
            "provider": "flobotics_denials_management",
            "tier": "enterprise",
            "billing": "one_time",
            "unit": "flat",
            "price": "~$29,500",
            "monthly_usd": null
          },
          {
            "provider": "flobotics_denials_management",
            "tier": "enterprise",
            "billing": "one_time",
            "unit": "flat",
            "price": "~$34,000",
            "monthly_usd": null
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 10,
      "listings_with_observed_public_price": 4,
      "normalized_observations": 2,
      "comparable_providers": 2,
      "strict_cohorts": 0,
      "exclusion_reasons": {
        "one_time": 3,
        "unrankable_or_unparseable": 2
      }
    },
    "pricing_note": "No comparable cohort formed (a benchmark needs >=2 providers sharing a buyer tier AND billing unit). observed_offers lists the REAL provider offers, grouped and labelled by billing type — each is a single observed price, never aggregated across mixed units, periods or tiers.",
    "pricing_excluded_observations": {
      "one_time": 3,
      "unrankable_or_unparseable": 2
    },
    "billing_mix": {
      "one-time": 1,
      "free": 1,
      "subscription": 1,
      "freemium": 1
    },
    "free_tier_share": 0.5,
    "top_providers": [
      {
        "agent_id": "corecare_ai",
        "name": "Corecare Ai",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "CoreCare does not publish observable subscription pricing on the supplied homepage or case study page."
        },
        "observed": false
      },
      {
        "agent_id": "infinx",
        "name": "Infinx",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 5000,
          "monthly_usd": 5000,
          "headline": "From $5000/mo",
          "summary": "From $5000/mo. Annual Infinx engagements start at $5,000 per month, with final pricing determined by workflow complexity, integrations, volume, and delivery model."
        },
        "observed": true
      },
      {
        "agent_id": "payer_contract_optimizer_ai_ag",
        "name": "Payer Contract Optimizer AI Agent",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No reliable public pricing or billing period is disclosed for the Payer Contract Optimizer."
        },
        "observed": false
      },
      {
        "agent_id": "agentrise",
        "name": "Agentrise",
        "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": "claims_denial_prevention_worke",
        "name": "Claims Denial Prevention Worke",
        "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
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "claims-denial-management"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "claims-denial-management",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "corecare_ai"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "corecare_ai"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}