AI Compliance Automation

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              },
              {
                "provider": "uk_aml_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "vlayer",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49/month",
                "monthly_usd": 49
              }
            ]
          },
          {
            "billing": "monthly",
            "unit": "per_seat",
            "count": 4,
            "offers": [
              {
                "provider": "aiauditbuddy",
                "tier": "individual",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "€149 per seat per month",
                "monthly_usd": 169.86
              },
              {
                "provider": "aiauditbuddy",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "€119 per seat per month",
                "monthly_usd": 135.66
              },
              {
                "provider": "aiauditbuddy",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "€99 per seat per month",
                "monthly_usd": 112.86
              },
              {
                "provider": "compliapi",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$199/seat/month",
                "monthly_usd": 199
              }
            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 1,
            "offers": [
              {
                "provider": "loxeai",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$349",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 3,
            "offers": [
              {
                "provider": "apier",
                "tier": "team_sme",
                "billing": "usage",
                "unit": "flat",
                "price": "NOK 0.50 per read",
                "monthly_usd": null
              },
              {
                "provider": "bidda_compliance",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.01 per node unlock",
                "monthly_usd": null
              },
              {
                "provider": "trustboost_pii_sanitizer",
                "tier": "team_sme",
                "billing": "usage",
                "unit": "flat",
                "price": "149 USDC",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 10,
            "offers": [
              {
                "provider": "beam_ai_compliance",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "certscore_ai",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales",
                "monthly_usd": null
              },
              {
                "provider": "cisa_m365",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "cocompliance",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "cohesion",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "compliapi",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "nirmata",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom Pricing",
                "monthly_usd": null
              },
              {
                "provider": "uk_aml_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "v7labs",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "custom pricing package",
                "monthly_usd": null
              },
              {
                "provider": "vlayer",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 21,
          "normalized_observations": 41,
          "comparable_providers": 18,
          "strict_cohorts": 5,
          "exclusion_reasons": {
            "free_or_zero": 7,
            "ambiguous_cadence": 10,
            "unrankable_or_unparseable": 1,
            "usage_not_monthly": 3,
            "one_time": 1
          }
        }
      }
    },
    "billingMix": {
      "freemium": 14,
      "usage": 1,
      "contact_sales": 2,
      "subscription": 6,
      "free": 1
    },
    "freeTierShare": 0.63,
    "medianLowestUsd": 53.18
  },
  "movement": {
    "niche": "ai-compliance-automation",
    "sector": "security",
    "pricedNow": 19,
    "pairs": 17,
    "repriced": [
      {
        "handle": "apier",
        "from": 52.54,
        "to": 52.84,
        "pct": 0.6
      },
      {
        "handle": "complychase_ai",
        "from": 39.11,
        "to": 39.27,
        "pct": 0.4
      },
      {
        "handle": "tracepass_mcp_server",
        "from": 56.61,
        "to": 56.7,
        "pct": 0.2
      },
      {
        "handle": "cocompliance",
        "from": 11.55,
        "to": 11.57,
        "pct": 0.2
      },
      {
        "handle": "aiauditbuddy",
        "from": 114.38,
        "to": 114.56,
        "pct": 0.2
      }
    ],
    "newlyPriced": [
      "mcp_eu_ai_act",
      "complyedge"
    ],
    "droppedFromPriced": [],
    "likeForLikePct": 0.1,
    "kind": "mixed",
    "narrative": "Repricing + composition: 5 agents repriced — all up (avg +0.1%); 2 newly published pricing."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-07-19",
        "index": 100,
        "pairs": 33,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-20",
        "index": 100.003,
        "pairs": 35,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 100.003,
        "pairs": 33,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 100.003,
        "pairs": 33,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 100.003,
        "pairs": 33,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 100.003,
        "pairs": 34,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 100.003,
        "pairs": 34,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
        "index": 100.003,
        "pairs": 34,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
        "index": 100.003,
        "pairs": 34,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 100.003,
        "pairs": 34,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 100.003,
        "pairs": 29,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
        "index": 100.003,
        "pairs": 29,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-31",
        "index": 100.003,
        "pairs": 29,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 100.003,
        "pairs": 29,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100.003,
        "pairs": 30,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100.003,
        "pairs": 27,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 100.003,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 100.003,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100.003,
        "pairs": 25,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 100.003,
        "pairs": 27,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 100.003,
        "pairs": 27,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 100.003,
        "pairs": 27,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 100.003,
        "pairs": 27,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 100.003,
        "pairs": 29,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 100.003,
        "pairs": 31,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 100.003,
        "pairs": 31,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 100.003,
        "pairs": 35,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 100.003,
        "pairs": 35,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 100.003,
        "pairs": 35,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 100.003,
        "pairs": 37,
        "dayChangePct": 0
      }
    ],
    "latest": 100.003,
    "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": "aiauditbuddy",
      "name": "AiAuditBuddy",
      "url": "https://aiauditbuddy.com/",
      "short_summary": "automates audit readiness by mapping uploaded evidence to audit catalogs/checklists, generating answers, tracking evidence expiry, and providing gap guidance f…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 114.56,
        "monthly_usd": 132.57,
        "headline": "From $114.56/mo",
        "summary": "From $114.56/mo. AIAuditBuddy offers three per-seat monthly subscription tiers priced from €99 to €149, with minimum seat requirements increasing by plan."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "aurelianflo_core",
      "name": "AurelianFlo",
      "url": "https://api.aurelianflo.com/mcp/docs",
      "short_summary": "OFAC wallet screening, crypto wallet sanctions checks, enhanced due diligence reporting, and compliance document generation",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The service describes paid pay-per-call execution, but no public prices or usage rates are shown."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "bidda_compliance",
      "name": "Bidda Sovereign Intelligence",
      "url": "https://bidda.com",
      "short_summary": "Search and retrieve cryptographically-verified compliance nodes across regulations and frameworks",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 49,
        "monthly_usd": 49,
        "headline": "From $49/mo",
        "summary": "From $49/mo. Bidda offers pay-as-you-go compliance data at $0.01 per node unlock or monthly API plans from $49 to $499."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "compliancecheckup",
      "name": "ComplianceCheckup",
      "url": "https://compliancecheckup.org/",
      "short_summary": "automated privacy grading and compliance checking for websites and SaaS tools",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "The website offers a free privacy scanner with no signup required."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "evelyn_ai_agent_for_name_sanct",
      "name": "Evelyn Ai Agent For Name Sanct",
      "url": "https://workfusion.com/ai-agents/evelyn",
      "short_summary": "Completes L1/L2 adjudication of name sanctions and PEP watchlist alerts; reviews and dispositions false positive alerts, decides on escalation or closure of ca…",
      "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": "high",
      "upvotes": 0
    },
    {
      "agent_id": "kevros_governance",
      "name": "Kevros Governance",
      "url": "https://governance.taskhawktech.com/",
      "short_summary": "Provides runtime governance for autonomous agents: verifies actions, attests and binds intent to commands, verifies outcomes, detects prompt injection, and pac…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The homepage documents a 1,000-call trial allowance and per-call payment rails but does not publish specific prices."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "tracepass_mcp_server",
      "name": "tracepass-mcp-server",
      "url": "https://www.tracepass.eu",
      "short_summary": "generates EU Digital Product Passports for regulatory compliance",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 56.7,
        "monthly_usd": 65.61,
        "headline": "Free tier, then from $56.7/mo",
        "summary": "Free tier, then from $56.7/mo. TracePass offers a free tier with 3 passports and paid monthly plans starting at €49/month, with lower per-month pricing for annual billing and published passport overage rates."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "trustboost_pii_sanitizer",
      "name": "Trustboost Pii Sanitizer",
      "url": "https://api.trustboost.dev/",
      "short_summary": "sanitizes/redacts PII from text before it reaches LLMs",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier + paid plans (price not published)",
        "summary": "TrustBoost offers free preview and trial quotas, followed by a 149 USDC Solana payment for 10,000 paid sanitizations."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "v7labs",
      "name": "V7labs",
      "url": "https://www.v7labs.com/agents/sox-compliance-agent",
      "short_summary": "automates SOX compliance workflows by collecting control evidence, validating control effectiveness, identifying gaps, and generating audit-ready documentation",
      "price": {
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "V7 offers custom pricing based on platform access, users, and document processing volume, with buyers directed to book a demo or contact the company."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "vlayer",
      "name": "VLayer",
      "url": "https://vlayer.app",
      "short_summary": "scans healthcare software codebases for HIPAA compliance violations including PHI exposure, encryption gaps, audit logging issues, and access control violations",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 49,
        "monthly_usd": 49,
        "headline": "Free tier, then from $49/mo",
        "summary": "Free tier, then from $49/mo. vLayer offers a permanent free open-source plan, a Pro plan at $49/month or $470/year, and custom-priced Enterprise features."
      },
      "evidence_quality": "high",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "1password_agentic_ai",
      "name": "1password Agentic Ai",
      "url": "https://1password.com/solutions/agentic-ai",
      "short_summary": "Enterprise security platform for managing AI agent authentication and access control. Provides credential management, audit trails, and governance for autonomo…",
      "price": {
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "1Password lists Enterprise, Business, Personal, and several security products with pricing available by request rather than publicly displayed amounts."
      },
      "home_niche": "agent-identity-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "agentwatch",
      "name": "Agentwatch",
      "url": "https://redvector.ai/agentwatch",
      "short_summary": "AI governance and observability platform that monitors autonomous AI agent behavior, detects risks, and ensures accountability by applying insider risk managem…",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Homepage JSON-LD lists two offers at 0USD, but provides no plan names or billing period."
      },
      "home_niche": "agent-observability-eval",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "ai_observability_platform_moni",
      "name": "Ai Observability Platform Moni",
      "url": "https://zenity.io/platform/ai-observability",
      "short_summary": "Discovers and inventories AI agents across an environment, monitors their behavior and execution paths, and maps agent relationships and risk for security teams",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown; the product directs buyers to request a demo."
      },
      "home_niche": "agent-observability-eval",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "amalthea_fs",
      "name": "Amalthea Fs",
      "url": "https://amaltheafs.com/",
      "short_summary": "Automates sustainable finance/ESG workflows across the investment lifecycle: deal sourcing & screening, sustainability due diligence, portfolio monitoring, and…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 1145.61,
        "monthly_usd": 1325.68,
        "headline": "From $1145.61/mo",
        "summary": "From $1145.61/mo. Amalthea offers two €990/month subscription tiers, with AI Kit supporting unlimited users and AI Suite covering five users plus €290/month per additional user, alongside usage-based data and call charges."
      },
      "home_niche": "esg-reporting",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "atomadic_nexus",
      "name": "Atomadic Nexus",
      "url": "https://atomadic.tech/a2a",
      "short_summary": "Provides a control plane to build, prove, secure, and govern AI agents, including trust gating, deterministic pre-action authorization, security firewalls, dia…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "Free tier, then from $29/mo",
        "summary": "Free tier, then from $29/mo. Atomadic offers a free tier, monthly tool-suite subscriptions from $29/mo, and an A2A endpoint requiring 0.008000 USDC per request."
      },
      "home_niche": "agent-identity-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "bluagent",
      "name": "Bluagent",
      "url": "https://bluagent.ai/",
      "short_summary": "AI-native cybersecurity platform offering a 36-role SOC Commander for alert triage, threat investigation, incident response, threat intelligence, and complianc…",
      "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 homepage, and no pricing page was available."
      },
      "home_niche": "ai-soc-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "data_and_ai_security",
      "name": "Data And Ai Security",
      "url": "https://folio3.ai/data-and-security-services",
      "short_summary": "provides managed data and AI security services: assesses, implements, and monitors security for AI/LLM environments, including LLM firewalls, access controls,…",
      "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 managed data and AI security services; prospective customers are directed to contact the provider."
      },
      "home_niche": "enterprise-ai-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "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/ai-compliance-automation",
  "summary": {
    "niche": "ai-compliance-automation",
    "sector": "security",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Individual median $49/mo (9 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 9,
          "reliability": "medium",
          "median": 49,
          "p25": 40,
          "p75": 149,
          "status": "ok"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 6,
          "reliability": "medium",
          "median": 192.46,
          "p25": 101.2,
          "p75": 199.75,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 4,
          "reliability": "low",
          "median": 64.53,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "enterprise",
          "buyer_tier_label": "Enterprise",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 4,
          "reliability": "low",
          "median": 964.46,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 399,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 1999,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            570,
            1340
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-compliance-automation"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ai-compliance-automation",
    "counts": {
      "listings_with_price_capture": 62,
      "listings_with_observed_public_price": 24,
      "providers_with_numeric_monthly_price_latest_scan": 19,
      "like_for_like_comparable_pairs": 17
    },
    "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": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 74,
        "provider_count": 12,
        "plan_observation_count": 14,
        "data_confidence": 0.94,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 0.7,
          "provider_count": 12,
          "plan_observation_count": 14
        },
        "reliability": "high",
        "members": [
          {
            "provider": "cisa_m365",
            "usd": 10
          },
          {
            "provider": "uk_aml_mcp",
            "usd": 10
          },
          {
            "provider": "complychase_ai",
            "usd": 38.86
          },
          {
            "provider": "certscore_ai",
            "usd": 40
          },
          {
            "provider": "apier",
            "usd": 46.41
          },
          {
            "provider": "bidda_compliance",
            "usd": 49
          },
          {
            "provider": "complyedge",
            "usd": 99
          },
          {
            "provider": "compliapi",
            "usd": 149
          },
          {
            "provider": "kore_api",
            "usd": 149
          },
          {
            "provider": "tracepass_mcp_server",
            "usd": 227.43
          },
          {
            "provider": "cohesion",
            "usd": 399
          },
          {
            "provider": "nirmata",
            "usd": 1800
          }
        ],
        "p25": 39.72,
        "p75": 168.61
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 132.49,
        "provider_count": 10,
        "plan_observation_count": 11,
        "data_confidence": 0.78,
        "data_confidence_basis": {
          "provider_component": 0.83,
          "observation_component": 0.55,
          "provider_count": 10,
          "plan_observation_count": 11
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "cocompliance",
            "usd": 11.4
          },
          {
            "provider": "vlayer",
            "usd": 49
          },
          {
            "provider": "beam_ai_compliance",
            "usd": 50
          },
          {
            "provider": "mcp_eu_ai_act",
            "usd": 72.96
          },
          {
            "provider": "complychase_ai",
            "usd": 79.06
          },
          {
            "provider": "apier",
            "usd": 185.91
          },
          {
            "provider": "bidda_compliance",
            "usd": 199
          },
          {
            "provider": "certscore_ai",
            "usd": 200
          },
          {
            "provider": "lemmaoracle_lemma",
            "usd": 350
          },
          {
            "provider": "nirmata",
            "usd": 4500
          }
        ],
        "p25": 55.74,
        "p75": 199.75
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 1340,
        "provider_count": 5,
        "plan_observation_count": 6,
        "data_confidence": 0.39,
        "data_confidence_basis": {
          "provider_component": 0.42,
          "observation_component": 0.3,
          "provider_count": 5,
          "plan_observation_count": 6
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "complychase_ai",
            "usd": 172.86
          },
          {
            "provider": "tracepass_mcp_server",
            "usd": 570
          },
          {
            "provider": "kore_api",
            "usd": 1340
          },
          {
            "provider": "cohesion",
            "usd": 1999
          },
          {
            "provider": "beam_ai_compliance",
            "usd": 3990
          }
        ],
        "p25": 570,
        "p75": 1999
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "per_seat",
        "median": 161.63,
        "provider_count": 2,
        "plan_observation_count": 3,
        "data_confidence": 0.16,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.15,
          "provider_count": 2,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "aiauditbuddy",
            "usd": 124.26
          },
          {
            "provider": "compliapi",
            "usd": 199
          }
        ]
      },
      {
        "tier": "enterprise",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 999,
        "provider_count": 5,
        "plan_observation_count": 6,
        "data_confidence": 0.39,
        "data_confidence_basis": {
          "provider_component": 0.42,
          "observation_component": 0.3,
          "provider_count": 5,
          "plan_observation_count": 6
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "bidda_compliance",
            "usd": 499
          },
          {
            "provider": "apier",
            "usd": 929.91
          },
          {
            "provider": "complyedge",
            "usd": 999
          },
          {
            "provider": "nirmata",
            "usd": 1250
          },
          {
            "provider": "lemmaoracle_lemma",
            "usd": 4250
          }
        ],
        "p25": 929.91,
        "p75": 1250
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 62,
      "listings_with_observed_public_price": 24,
      "normalized_observations": 41,
      "comparable_providers": 18,
      "strict_cohorts": 5,
      "exclusion_reasons": {
        "free_or_zero": 7,
        "ambiguous_cadence": 10,
        "unrankable_or_unparseable": 1,
        "usage_not_monthly": 3,
        "one_time": 1
      }
    },
    "pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
    "pricing_excluded_observations": {
      "free_or_zero": 7,
      "ambiguous_cadence": 10,
      "unrankable_or_unparseable": 1,
      "usage_not_monthly": 3,
      "one_time": 1
    },
    "billing_mix": {
      "freemium": 14,
      "usage": 1,
      "contact_sales": 2,
      "subscription": 6,
      "free": 1
    },
    "free_tier_share": 0.63,
    "top_providers": [
      {
        "agent_id": "aiauditbuddy",
        "name": "AiAuditBuddy",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 114.56,
          "monthly_usd": 132.57,
          "headline": "From $114.56/mo",
          "summary": "From $114.56/mo. AIAuditBuddy offers three per-seat monthly subscription tiers priced from €99 to €149, with minimum seat requirements increasing by plan."
        },
        "observed": true
      },
      {
        "agent_id": "aurelianflo_core",
        "name": "AurelianFlo",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "The service describes paid pay-per-call execution, but no public prices or usage rates are shown."
        },
        "observed": false
      },
      {
        "agent_id": "bidda_compliance",
        "name": "Bidda Sovereign Intelligence",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 49,
          "monthly_usd": 49,
          "headline": "From $49/mo",
          "summary": "From $49/mo. Bidda offers pay-as-you-go compliance data at $0.01 per node unlock or monthly API plans from $49 to $499."
        },
        "observed": true
      },
      {
        "agent_id": "compliancecheckup",
        "name": "ComplianceCheckup",
        "price": {
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "The website offers a free privacy scanner with no signup required."
        },
        "observed": true
      },
      {
        "agent_id": "evelyn_ai_agent_for_name_sanct",
        "name": "Evelyn Ai Agent For Name Sanct",
        "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": "ai-compliance-automation"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ai-compliance-automation",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "aiauditbuddy"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "aiauditbuddy"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}