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AI Agent Governance

Query this niche via MCPniche_report({ niche: "ai-agent-governance" })
active marketmarket pulse 66/100commercial money present1 new builders in 30d38 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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      "agent_id": "adaptive_live",
      "name": "Adaptive",
      "url": "https://adaptive.live/",
      "short_summary": "provides a trust layer/agent harness that governs privileged AI agents in production with per-agent identity, runtime isolation, guardrails, authorization, and…",
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      "upvotes": 0
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      "name": "Agent Guardrail",
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      "short_summary": "Action-level policy enforcement for AI agents — control what agents DO, not just what they say. Evaluate actions against configurable security policies before…",
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        "billing": "not_found",
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      "evidence_quality": "high",
      "upvotes": 0
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    {
      "agent_id": "dashclaw",
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      "short_summary": "governs AI agents by intercepting risky actions, enforcing guard policies, routing human approvals, and recording verifiable audit evidence",
      "price": {
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        "billing": "not_found",
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        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "DashClaw’s homepage describes an open-source project but does not provide a reliable public subscription price or plan structure."
      },
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      "upvotes": 0
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    {
      "agent_id": "ai_governance_framework_genera",
      "name": "Ai Governance Framework Genera",
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      "short_summary": "Generates tailored AI governance frameworks for Australian businesses, aligned with the six AI6 practices in Australia's Voluntary AI Safety Standard (NAIC Gui…",
      "price": {
        "observed": true,
        "billing": "one-time",
        "lowest_monthly_usd": 88,
        "monthly_usd": 62.34,
        "headline": "From $88/mo",
        "summary": "From $88/mo. The full AI governance framework is publicly priced at $88 AUD including GST as a one-time purchase, with a free preview available."
      },
      "evidence_quality": "medium",
      "upvotes": 0
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      "short_summary": "DCL Trust Oracle is a deterministic AI audit layer, natively integrated with the Model Context Protocol (MCP), that evaluates LLM and agent outputs against con…",
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        "billing": "not_found",
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      "short_summary": "Provides a control plane to manage, govern, and scale autonomous AI agents across enterprise systems (governed runtime, agent center, monitoring)",
      "price": {
        "observed": false,
        "billing": "not_found",
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        "summary": "No public SaaS pricing is shown; the visible dollar amounts refer to unrelated article content."
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      "evidence_quality": "medium",
      "upvotes": 0
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      "agent_id": "openbox",
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      "short_summary": "provides runtime governance, monitoring, and verification of AI agent actions (identity, authorization, policy, and risk enforcement across every agent action)",
      "price": {
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        "billing": "freemium",
        "lowest_monthly_usd": null,
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        "headline": "No public price found",
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      "upvotes": 0
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        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier + paid plans (price not published)",
        "summary": "Gateplex offers a free plan at $0 per month and a custom-priced Enterprise plan for regulated or production deployments."
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      "evidence_quality": "low",
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        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing for ActionRail was observed; the available pricing page describes GitHub plans rather than ActionRail."
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      "evidence_quality": "unclear",
      "upvotes": 0
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      "agent_id": "agent_receipts",
      "name": "Agent Receipts",
      "url": "https://github.com/dhanushs1912-svg/agent-receipts-mcp",
      "short_summary": "An MCP server and HTTP API that creates cryptographically signed, tamper-evident audit receipts for AI agent actions, with hash chaining, offline verification,…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing for agent-receipts was found; the visible amounts relate to EU AI Act penalties or GitHub’s platform plans."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "opper_ai",
      "name": "Opper Ai",
      "url": "https://opper.ai/",
      "short_summary": "EU-hosted AI gateway providing access to 300+ models via a single OpenAI-compatible API. Includes built-in agent control plane with routing, compliance, and go…",
      "price": {
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Paid (price not published)",
        "summary": "Opper charges a 3% Gateway or 5.5% Control Plane platform fee on pay-as-you-go model usage, while Enterprise pricing is custom."
      },
      "home_niche": "llm-serving-infrastructure",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/ai-agent-governance",
  "summary": {
    "niche": "ai-agent-governance",
    "sector": "developer-tools-infra",
    "pricing_by_provider_type": {
      "headline": "No published benchmark for ai-agent-governance 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-agent-governance"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ai-agent-governance",
    "counts": {
      "listings_with_price_capture": 39,
      "listings_with_observed_public_price": 6,
      "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": 1,
        "offers": [
          {
            "provider": "orphograph",
            "tier": "individual",
            "billing": "monthly",
            "unit": "flat",
            "price": "$9 / month",
            "monthly_usd": 9
          }
        ]
      },
      {
        "billing": "monthly",
        "unit": "per_user",
        "count": 1,
        "offers": [
          {
            "provider": "constellation_gate",
            "tier": "pro",
            "billing": "monthly",
            "unit": "per_user",
            "price": "$20 per user / month",
            "monthly_usd": 20
          }
        ]
      },
      {
        "billing": "one_time",
        "unit": "flat",
        "count": 3,
        "offers": [
          {
            "provider": "ai_governance_framework_genera",
            "tier": "pro",
            "billing": "one_time",
            "unit": "flat",
            "price": "$88 including GST",
            "monthly_usd": null
          },
          {
            "provider": "orphograph",
            "tier": "individual",
            "billing": "one_time",
            "unit": "flat",
            "price": "$19 one-time",
            "monthly_usd": null
          },
          {
            "provider": "orphograph",
            "tier": "pro",
            "billing": "one_time",
            "unit": "flat",
            "price": "$29 one-time",
            "monthly_usd": null
          }
        ]
      },
      {
        "billing": "unspecified_period",
        "unit": "flat",
        "count": 2,
        "offers": [
          {
            "provider": "constellation_gate",
            "tier": "enterprise",
            "billing": "unspecified_period",
            "unit": "flat",
            "price": "Custom",
            "monthly_usd": null
          },
          {
            "provider": "gateplex",
            "tier": "enterprise",
            "billing": "unspecified_period",
            "unit": "flat",
            "price": "Talk to Sales",
            "monthly_usd": null
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 39,
      "listings_with_observed_public_price": 6,
      "normalized_observations": 2,
      "comparable_providers": 2,
      "strict_cohorts": 0,
      "exclusion_reasons": {
        "ambiguous_cadence": 2,
        "unrankable_or_unparseable": 1,
        "one_time": 3
      }
    },
    "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": {
      "ambiguous_cadence": 2,
      "unrankable_or_unparseable": 1,
      "one_time": 3
    },
    "billing_mix": {
      "freemium": 3,
      "contact_sales": 1,
      "one-time": 1,
      "free": 1
    },
    "free_tier_share": 0.67,
    "top_providers": [
      {
        "agent_id": "adaptive_live",
        "name": "Adaptive",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing or billing details are shown on the homepage."
        },
        "observed": false
      },
      {
        "agent_id": "agent_guardrail",
        "name": "Agent Guardrail",
        "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": "dashclaw",
        "name": "DashClaw",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "DashClaw’s homepage describes an open-source project but does not provide a reliable public subscription price or plan structure."
        },
        "observed": false
      },
      {
        "agent_id": "ai_governance_framework_genera",
        "name": "Ai Governance Framework Genera",
        "price": {
          "observed": true,
          "billing": "one-time",
          "lowest_monthly_usd": 88,
          "monthly_usd": 62.34,
          "headline": "From $88/mo",
          "summary": "From $88/mo. The full AI governance framework is publicly priced at $88 AUD including GST as a one-time purchase, with a free preview available."
        },
        "observed": true
      },
      {
        "agent_id": "dcl_trust_oracle",
        "name": "Dcl Trust Oracle",
        "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-agent-governance"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ai-agent-governance",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "adaptive_live"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "adaptive_live"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

6 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.