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AI Supply Chain Agent

Query this niche via MCPniche_report({ niche: "ai-supply-chain-agent" })
active marketmarket pulse 34/100commercial money present1 new builders in 30d26 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$60/mo
$25–$499 middle half · 4 providers
MCP servers · median
None priced — too few for a MCP servers median.

All plansAgents vs MCPs

each dot = one provider · log scale
Agents $60
Item Ai · $10
ai_agent_for_order_management_ · $25
routealphaai · $499
Warehouse Sop Ai Agent Tools · $50
Item Ai · $60
routealphaai · $899
$10
$25
$50
$100
$250
$500
$1,000
AgentsMCP serversshaded = middle half · line = median

All plans

6 priced
Providervs its cohort medianMonthly
Item Aiagent
$10 below
ai_agent_for_order_management_agent
$25 below
Warehouse Sop Ai Agent Toolsagent
$50 below
Item Aiagent
$60 ~median
routealphaaiagent
$499 above
routealphaaiagent
$899 above
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
{
  "niche": "ai-supply-chain-agent",
  "parent_sector": "logistics-supply-chain",
  "provider_type_pricing": {
    "slug": "ai-supply-chain-agent",
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        "publishable": true,
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      },
      "mcp": {
        "median": null,
        "p25": null,
        "p75": null,
        "providers": 0,
        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced MCP servers are available."
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
  },
  "crowding_level": "crowded",
  "observed_node_count": 28,
  "adjacent_niches": [
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    "freight-broker-workflow",
    "warehouse-picking-optimization",
    "freight-invoice-audit-agent",
    "route-optimization"
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  "market_pulse": {
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              {
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          },
          {
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            "offers": [
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              {
                "provider": "automatenexus",
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            ]
          },
          {
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              {
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      {
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    "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."
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      "agent_id": "ai_agent_for_logistics_amp_sup",
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      "short_summary": "extracts, validates, and routes data from logistics and supply chain documents such as waybills, freight invoices, and customs declarations",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 5.76,
        "monthly_usd": 6.64,
        "headline": "From $5.76/mo",
        "summary": "From $5.76/mo. Doxis SpendControl lists monthly per-user plans at €5 for Effective and €6 for Premium, while Custom pricing requires contacting sales."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "github_bhardwajsaurabhomnisupp",
      "name": "Github Bhardwajsaurabhomnisupp",
      "url": "https://github.com/Bhardwaj-Saurabh/OmniSupply-AI-Multi-Agent-Supply-Chain-Intelligence-Platform",
      "short_summary": "Multi-agent supply chain intelligence: generates automated KPI insights, risk predictions, financial analysis, executive reports, and workflow automation",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "GitHub offers a free plan, a Team plan at $4 per user/month, and Enterprise starting at $21 per user/month."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "ampcome_ai",
      "name": "Ampcome Ai",
      "url": "https://www.ampcome.com/industries/logistics",
      "short_summary": "automates logistics and supply chain operations including inventory management, shipping route optimization, demand forecasting, shipment tracking, warehouse a…",
      "price": {
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "No public pricing is shown; prospective customers are directed to book a demo for the AI logistics agent platform."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "amplifier_mcp",
      "name": "Amplifier",
      "url": "https://amplifier.com/mcp",
      "short_summary": "Amplifier is a full-service 3PL provider based in Austin, TX, built specifically for emergent direct-to-consumer\n  brands. We combine operational rigor and sof…",
      "price": {
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Paid (price not published)",
        "summary": "Amplifier publicly lists fulfillment fees based on usage and monthly order volume, including a $1.90 order pick fee for 2,501–5,000 monthly orders."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "corvera",
      "name": "Corvera",
      "url": "https://corvera.ai/",
      "short_summary": "provides a unified, governed data context layer that makes CPG brand data legible to AI tools via MCP for supply chain, inventory, sales, and analytics use cas…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Corvera does not display public plan pricing in the supplied homepage content."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "exception_agent",
      "name": "Exception Agent",
      "url": "https://loop.com/technology/exception-agent",
      "short_summary": "Automatically detects freight invoice discrepancies and resolves logistics billing disputes with carriers, enforcing freight policies",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public subscription or usage pricing is shown; prospective customers are directed to a get-started contact form."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "kei_ai_assistant",
      "name": "Kei Ai Assistant",
      "url": "https://www.leandna.com/resource/kei-the-ai-assistant-built-for-the-factory-floor/",
      "short_summary": "Acts as an AI supply chain analyst that answers questions about supply chain data, helps interrogate complex datasets, and identifies suppliers impacting short…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The pricing page does not provide a reliable public plan price or billing period, although an isolated \"$80\" figure is visible."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "octup",
      "name": "Octup",
      "url": "https://octup.com/features/octup-ai",
      "short_summary": "answers operational and financial questions about 3PL warehouse data and generates reports/insights",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 2500,
        "monthly_usd": 2500,
        "headline": "From $2500/mo",
        "summary": "From $2500/mo. Octup offers its full 3PL software suite starting at $2,500 per month with unlimited users and usage."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "ovlo_ai_agent",
      "name": "Ovlo AI Agent",
      "url": "https://aiagentstore.ai/ai-agent/ovlo",
      "short_summary": "Automates supply chain document processing (invoices, purchase orders, certificates), demand forecasting, compliance validation, reconciliation, inventory opti…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing was observed for Ovlo; the agent page returns a 404 and the pricing page only lists pricing-model categories."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "sam",
      "name": "Sam (Supplier Collaboration AI Agent)",
      "url": "https://fourkites.com/fourkites-ai/agentic-ai/sam",
      "short_summary": "automates supplier onboarding, document processing, and supplier communications/coordination",
      "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
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "sap_agent",
      "name": "SAP Autonomous Suite",
      "url": "https://completeaitraining.com/news/sap-launches-agentic-ai-tools-and-autonomous-suite-brand-at/",
      "short_summary": "Coordinates teams of AI agents to handle ERP functions including finance, supply chain, procurement, human resources and customer engagement, conducting ERP op…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The site advertises a free trial but provides no publicly visible subscription price or plan amounts in the supplied pages."
      },
      "home_niche": "erp-automation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "workload_insights_with_copilot",
      "name": "Workload Insights With Copilot",
      "url": "https://learn.microsoft.com/en-us/dynamics365/supply-chain/warehousing/warehouse-management-mobile-app-insights",
      "short_summary": "Shows AI-generated work summaries and insights to warehouse workers to help them plan their shift and understand available tasks",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing was observed for Dynamics 365 Supply Chain Management in the supplied pages."
      },
      "home_niche": "shipment-tracking-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "wove",
      "name": "Wove",
      "url": "https://wove.com/",
      "short_summary": "AI infrastructure for global trade automation. Provides APIs and copilots for tariff classification, compliance automation, document processing, and logistics…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Wove does not display public plan pricing on the supplied homepage and directs visitors to book a demo."
      },
      "home_niche": "customs-documentation",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/ai-supply-chain-agent",
  "summary": {
    "niche": "ai-supply-chain-agent",
    "sector": "logistics-supply-chain",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Individual median $25/mo (3 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "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": 25,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": 3,
          "reliability": "low",
          "median": 60,
          "p25": null,
          "p75": null,
          "status": "median_only"
        }
      ],
      "warnings": [
        "This niche currently has sufficient agent pricing but insufficient MCP pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-supply-chain-agent"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ai-supply-chain-agent",
    "counts": {
      "listings_with_price_capture": 28,
      "listings_with_observed_public_price": 10,
      "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": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 25,
        "provider_count": 3,
        "plan_observation_count": 3,
        "data_confidence": 0.23,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.15,
          "provider_count": 3,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "item_ai",
            "usd": 10
          },
          {
            "provider": "ai_agent_for_order_management_",
            "usd": 25
          },
          {
            "provider": "routealphaai",
            "usd": 499
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 60,
        "provider_count": 3,
        "plan_observation_count": 5,
        "data_confidence": 0.25,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.25,
          "provider_count": 3,
          "plan_observation_count": 5
        },
        "reliability": "low",
        "members": [
          {
            "provider": "warehouse_sop_ai_agent_tools",
            "usd": 50
          },
          {
            "provider": "item_ai",
            "usd": 60
          },
          {
            "provider": "routealphaai",
            "usd": 899
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 28,
      "listings_with_observed_public_price": 10,
      "normalized_observations": 12,
      "comparable_providers": 6,
      "strict_cohorts": 2,
      "exclusion_reasons": {
        "ambiguous_cadence": 5,
        "one_time": 2,
        "range": 1,
        "usage_not_monthly": 3
      }
    },
    "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": {
      "ambiguous_cadence": 5,
      "one_time": 2,
      "range": 1,
      "usage_not_monthly": 3
    },
    "billing_mix": {
      "subscription": 5,
      "freemium": 1,
      "one-time": 1,
      "contact_sales": 2,
      "usage": 1
    },
    "free_tier_share": 0.1,
    "top_providers": [
      {
        "agent_id": "ai_agent_for_logistics_amp_sup",
        "name": "AI Agent for Logistics & Supply Chain",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 5.76,
          "monthly_usd": 6.64,
          "headline": "From $5.76/mo",
          "summary": "From $5.76/mo. Doxis SpendControl lists monthly per-user plans at €5 for Effective and €6 for Premium, while Custom pricing requires contacting sales."
        },
        "observed": true
      },
      {
        "agent_id": "github_bhardwajsaurabhomnisupp",
        "name": "Github Bhardwajsaurabhomnisupp",
        "price": {
          "observed": false,
          "billing": "unknown",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "GitHub offers a free plan, a Team plan at $4 per user/month, and Enterprise starting at $21 per user/month."
        },
        "observed": false
      },
      {
        "agent_id": "ampcome_ai",
        "name": "Ampcome Ai",
        "price": {
          "observed": true,
          "billing": "contact_sales",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Contact sales (no public price)",
          "summary": "No public pricing is shown; prospective customers are directed to book a demo for the AI logistics agent platform."
        },
        "observed": true
      },
      {
        "agent_id": "amplifier_mcp",
        "name": "Amplifier",
        "price": {
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Paid (price not published)",
          "summary": "Amplifier publicly lists fulfillment fees based on usage and monthly order volume, including a $1.90 order pick fee for 2,501–5,000 monthly orders."
        },
        "observed": true
      },
      {
        "agent_id": "corvera",
        "name": "Corvera",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "Corvera does not display public plan pricing in the supplied homepage content."
        },
        "observed": false
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-supply-chain-agent"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ai-supply-chain-agent",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "ai_agent_for_logistics_amp_sup"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "ai_agent_for_logistics_amp_sup"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

7 providers, one sortable view

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

ProviderTypeFromVs niche medianLiveness
AI Agent for Logistics & Supply Chainextracts, validates, and routes data from logistics and supply chain documents such as waybills, freight invoices, and customs declarations
agent$5.76from / mo90.4% below100% liveagent90.4% below median100% live
Octupanswers operational and financial questions about 3PL warehouse data and generates reports/insights
agent$2500from / mo4066.7% above100% liveagent4066.7% above median100% live
AI Agent for Order Managementembedded AI agent in order management workflow that automates inventory and procurement tasks, reducing manual touchpoints
agent$25from / mo58.3% below100% liveagent58.3% below median100% live
Item.com Agentic AI SystemsProvides an ecosystem of autonomous AI agents/modules for supply chain orchestration, including action execution, video/voice processing, agent coordination, a…
agent$10from / mo83.3% below100% liveagent83.3% below median100% live
Warehouse SOP AgentGenerates comprehensive standard operating procedures (SOPs) for warehouse operations and inventory management
agent$50from / mo16.7% below100% liveagent16.7% below median100% live
AutomatenexusAI automation platform for logistics operations. Provides dispatch coordination, shipment tracking, exception handling, and document processing automation for…
agent$30from / mo50% below100% liveagent50% below median100% live
RRoutealphaaiAutonomous AI operating system for global logistics and transportation infrastructure. Features 7 AI modules that predict, dispatch, procure, price, and optimi…
agent$499from / mo731.7% above100% liveagent731.7% above median100% live
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.