Asset Performance Management Agent
Query this niche via MCP
niche_report({ niche: "asset-performance-management-agent" })Agents · median
MCP servers · median
All plans — Agents vs MCPs
each dot = one provider · log scaleNo providers priced at the All tier yet.
All plans
0 pricedProvidervs 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
{
"niche": "asset-performance-management-agent",
"parent_sector": "manufacturing-industrial",
"provider_type_pricing": {
"slug": "asset-performance-management-agent",
"pricing_basis": "lowest_observed_monthly_usd",
"provider_type_methodology": "commercial-form-v2",
"provider_type_methodology_published_at": "2026-07-31",
"blended": {
"median": 927.53,
"p25": null,
"p75": null,
"providers": 3
},
"by_provider_type": {
"agent": {
"median": null,
"p25": null,
"p75": null,
"providers": 2,
"publishable": false,
"confidence": "insufficient",
"reason": "Fewer than three comparable priced Agent-economy products are available."
},
"mcp": {
"median": null,
"p25": null,
"p75": null,
"providers": 1,
"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": "emerging",
"observed_node_count": 3,
"adjacent_niches": [
"inventory-optimization",
"iso-compliance-documentation",
"production-schedule-optimization",
"production-yield-optimization",
"defect-detection-vision",
"anomaly-classification-agent"
],
"market_pulse": {
"pulse": 69,
"drivers": [
"enterprise money present"
],
"price_move_30d_pct": null,
"money_share": 1,
"entry_rate": 0,
"alive_share": 1
},
"price_move": {
"d_pct": 0,
"w_pct": 0,
"m_pct": 0,
"comparable_agents": 2,
"quarantined_agents": 1,
"confidence": "thin",
"published": {
"d": false,
"w": false,
"m": false
},
"held_reason": {
"d": null,
"w": null,
"m": null
},
"driver": {
"d": null,
"w": null,
"m": null
},
"tier_contribution": {
"d": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
},
"w": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
},
"m": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
}
},
"tier_series": {
"individual": [
100,
100,
100,
100,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145,
97.145
],
"pro": [
100,
100,
100,
100,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245,
94.245
],
"team_sme": [
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100
],
"enterprise": [
100,
100,
100,
100,
95.441,
95.441,
95.441,
95.441,
95.441,
95.441,
95.441,
95.441,
95.441,
95.441,
95.441,
95.441,
95.441,
95.441,
95.441,
95.441,
95.441,
95.441,
95.441,
95.441,
95.441,
95.441,
95.441,
96.979,
96.979,
96.979,
96.979,
96.979,
96.979,
96.979,
96.979,
96.979,
95.136,
95.136,
96.979,
96.979,
96.979,
96.979,
96.979,
96.979,
96.979,
96.979,
96.979,
96.979,
96.979,
96.979,
96.979,
96.979,
96.979,
96.979,
96.979,
96.979,
96.979,
96.979,
96.979,
96.979
]
},
"tier_own_move": {
"d": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
},
"w": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
},
"m": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
}
},
"tier_agents": {
"individual": 1,
"pro": 1,
"team_sme": 1,
"enterprise": 1
},
"obs_range": {
"d": null,
"w": null,
"m": {
"min": 5,
"max": 5,
"days": 2
}
},
"tier_obs_range": {
"d": {
"individual": null,
"pro": null,
"team_sme": null,
"enterprise": null
},
"w": {
"individual": null,
"pro": null,
"team_sme": null,
"enterprise": null
},
"m": {
"individual": null,
"pro": null,
"team_sme": null,
"enterprise": {
"min": 1,
"max": 1,
"days": 2
}
}
}
},
"pricing": {
"sampleSize": 10,
"observed": 3,
"byPersona": {
"free": {
"n": 1,
"nPriced": 0,
"reliability": "none",
"median": null,
"p25": null,
"p75": null,
"min": null,
"max": null,
"mean": null,
"stdev": null,
"usageShare": 0
},
"individual": {
"n": 4,
"nPriced": 4,
"reliability": "low",
"median": 7.51,
"p25": 0.01,
"p75": 17.25,
"min": 0.01,
"max": 24,
"mean": 9.75,
"stdev": 11.84,
"usageShare": 0.75
},
"pro": {
"n": 0,
"nPriced": 0,
"reliability": "none",
"median": null,
"p25": null,
"p75": null,
"min": null,
"max": null,
"mean": null,
"stdev": null,
"usageShare": 0
},
"team_sme": {
"n": 0,
"nPriced": 0,
"reliability": "none",
"median": null,
"p25": null,
"p75": null,
"min": null,
"max": null,
"mean": null,
"stdev": null,
"usageShare": 0
},
"enterprise": {
"n": 7,
"nPriced": 1,
"reliability": "none",
"median": 800,
"p25": 800,
"p75": 800,
"min": 800,
"max": 800,
"mean": 800,
"stdev": 0,
"usageShare": 0
}
},
"byPersonaMonthly": {
"free": {
"nMonthly": 0,
"p25": null,
"median": null,
"p75": null,
"confidence": "none",
"usageShare": 0,
"mixedBilling": false,
"monthlyComparable": false
},
"individual": {
"nMonthly": 1,
"p25": null,
"median": null,
"p75": null,
"confidence": "none",
"usageShare": 0.75,
"mixedBilling": true,
"monthlyComparable": false
},
"pro": {
"nMonthly": 0,
"p25": null,
"median": null,
"p75": null,
"confidence": "none",
"usageShare": 0,
"mixedBilling": false,
"monthlyComparable": false
},
"team_sme": {
"nMonthly": 0,
"p25": null,
"median": null,
"p75": null,
"confidence": "none",
"usageShare": 0,
"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": {
"usage_not_monthly": 3,
"promo": 1,
"ambiguous_cadence": 5
},
"evidence": {
"status": "observed_offers_only",
"single_observations": [],
"observed_offers": [
{
"billing": "monthly",
"unit": "flat",
"count": 2,
"offers": [
{
"provider": "fogwing_ai_copilot_industrial_",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$24 per month",
"monthly_usd": 24
},
{
"provider": "proptechos_agents",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "€800/mo",
"monthly_usd": 912
}
]
},
{
"billing": "usage",
"unit": "flat",
"count": 2,
"offers": [
{
"provider": "foundrynet_forge",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.01 / normalize call",
"monthly_usd": null
},
{
"provider": "foundrynet_forge",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.005 per normalize call",
"monthly_usd": null
}
]
},
{
"billing": "usage",
"unit": "per_user",
"count": 1,
"offers": [
{
"provider": "fogwing_ai_copilot_industrial_",
"tier": "individual",
"billing": "usage",
"unit": "per_user",
"price": "$15 per user / month",
"monthly_usd": null
}
]
},
{
"billing": "unspecified_period",
"unit": "flat",
"count": 5,
"offers": [
{
"provider": "fogwing_ai_copilot_industrial_",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact Us for Quote",
"monthly_usd": null
},
{
"provider": "fogwing_ai_copilot_industrial_",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact Us for Quote",
"monthly_usd": null
},
{
"provider": "fogwing_ai_copilot_industrial_",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact Us for Quote",
"monthly_usd": null
},
{
"provider": "fogwing_ai_copilot_industrial_",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "CONTACT US FOR QUOTE",
"monthly_usd": null
},
{
"provider": "fogwing_ai_copilot_industrial_",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact Us for Quote",
"monthly_usd": null
}
]
}
],
"coverage": {
"priced_providers": 3,
"normalized_observations": 2,
"comparable_providers": 2,
"strict_cohorts": 0,
"exclusion_reasons": {
"usage_not_monthly": 3,
"promo": 1,
"ambiguous_cadence": 5
}
}
}
},
"billingMix": {
"usage": 1,
"subscription": 2
},
"freeTierShare": 0,
"medianLowestUsd": 1075.39
},
"movement": {
"niche": "asset-performance-management-agent",
"sector": "manufacturing-industrial",
"pricedNow": 3,
"pairs": 2,
"repriced": [
{
"handle": "proptechos_agents",
"from": 933.59,
"to": 927.53,
"pct": -0.6
}
],
"newlyPriced": [],
"droppedFromPriced": [
"oxmaint"
],
"likeForLikePct": -0.3,
"kind": "mixed",
"narrative": "Repricing + composition: 1 agent repriced — all down (avg -0.3%); 1 stopped showing a public price."
},
"index_series": {
"series": [
{
"day": "2026-08-04",
"index": 87.38,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-05",
"index": 87.38,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-06",
"index": 87.38,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-07",
"index": 87.38,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-08",
"index": 87.38,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-09",
"index": 87.38,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-10",
"index": 87.38,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-11",
"index": 87.38,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-12",
"index": 87.38,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-13",
"index": 87.38,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-14",
"index": 87.38,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-15",
"index": 87.38,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-16",
"index": 87.38,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-17",
"index": 87.38,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-18",
"index": 87.38,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-19",
"index": 87.38,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-20",
"index": 87.38,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-21",
"index": 87.38,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-08-22",
"index": 87.38,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-08-23",
"index": 87.38,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-08-24",
"index": 87.38,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-08-25",
"index": 87.38,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-08-26",
"index": 87.38,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-08-27",
"index": 87.38,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-08-28",
"index": 87.38,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-08-29",
"index": 87.38,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-08-30",
"index": 87.38,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-08-31",
"index": 87.38,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-09-01",
"index": 87.38,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-09-02",
"index": 87.38,
"pairs": 2,
"dayChangePct": 0
}
],
"latest": 87.38,
"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": "ifsai_copilot_for_fmeca",
"name": "Ifsai Copilot For Fmeca",
"url": "https://docs.ifs.com/ifsclouddocs/25r2/Fmeca/AboutIFSAiCopilotForFmeca.htm",
"short_summary": "Assists with Failure Modes, Effects, and Criticality Analysis (FMECA) by extracting information from documents and system data, retrieving fault types and crit…",
"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": "asset_performance_management_a",
"name": "Asset Performance Management Agent",
"url": "https://aidentyx.com/asset-performance-management-agent",
"short_summary": "Predicts and prevents equipment failures and downtime in manufacturing using predictive analytics, monitoring asset health 24/7 and optimizing maintenance sche…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "fogwing_ai_copilot_industrial_",
"name": "Fogwing Ai Copilot Industrial",
"url": "https://fogwing.io/industrial-ai-copilot",
"short_summary": "Provides chat-based industrial guidance to operators and engineers for asset troubleshooting, maintenance advice, process optimization, and generates work orde…",
"price": {
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 15,
"monthly_usd": 15,
"headline": "From $15/mo",
"summary": "From $15/mo. Fogwing publicly lists CMMS pricing from $15 per user per month and IoT Platform pricing from $24 per month, while several other products require a quote."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "oxmaint",
"name": "Oxmaint Warehouse Maintenance Orchestration",
"url": "https://oxmaint.com/industries/delivery-operations-management/multi-agent-ai-warehouse-delivery-maintenance-orchestration",
"short_summary": "Coordinates multiple specialized AI agents to monitor and orchestrate predictive maintenance across warehouse equipment (conveyors, robotics, dock systems) to…",
"price": {
"observed": false,
"billing": "unknown",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "symphonyai_ms_ai_agent",
"name": "MS AI Agent",
"url": "https://symphonyai.com/ms-ai-agent-manufacturing-digital-twin-agent",
"short_summary": "creates and maintains digital twins of plant assets, processes, and systems for modeling, monitoring, and predictive analytics of equipment health, process per…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "foundrynet_forge",
"name": "forge",
"url": "https://foundrynet.io",
"short_summary": "Natural language to machine action.\n Cross-manufacturer industrial telemetry\n normalization across 16 OEM families (Fanuc,\n Siemens, Haas, DMG Mori, Mazak,…",
"price": {
"observed": true,
"billing": "usage",
"lowest_monthly_usd": 54315.48,
"monthly_usd": 54315.48,
"headline": "From $54315.48/mo",
"summary": "From $54315.48/mo. FoundryNet offers a free developer sandbox, usage-based API and platform pricing, and a $25,000 paid pilot credited against the first year."
},
"evidence_quality": "low",
"upvotes": 0
},
{
"agent_id": "inskill",
"name": "Inskill",
"url": "https://inskill.ai/",
"short_summary": "AI copilot platform for industrial equipment and workflows. Captures expert knowledge and deploys specialized copilots to assist workers with complex machinery…",
"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 on the available homepage content."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "proptechos_agents",
"name": "Proptechos Agents",
"url": "https://proptechos.com/agents",
"short_summary": "AI agents for real estate operations that monitor buildings, detect issues, and trigger automated actions across energy, HVAC, indoor climate, and water system…",
"price": {
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 927.53,
"monthly_usd": 1075.39,
"headline": "From $927.53/mo",
"summary": "From $927.53/mo. The ProptechOS platform is listed at an estimated €800 per month for 1,500 sensors, based on a €500 base fee plus €0.20 per sensor."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "solarbench",
"name": "Solarbench",
"url": "https://solarbench.maingen.ai/",
"short_summary": "A simulated solar operations desk benchmark that evaluates whether AI agents can manage industrial infrastructure using telemetry, alarms, work orders, invento…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public SaaS pricing was observed on the homepage."
},
"evidence_quality": "unclear",
"upvotes": 0
}
],
"platforms_also_here": [
{
"agent_id": "apprentice",
"name": "Apprentice",
"url": "https://apprentice.io/",
"short_summary": "automates manufacturing workflows such as alarm response, troubleshooting, batch record/exception review, deviation investigation, recipe authoring, shift hand…",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 200,
"monthly_usd": 200,
"headline": "Free tier, then from $200/mo",
"summary": "Free tier, then from $200/mo. Freemium model with a free tier for individuals and a $200/user/month Team plan billed annually; Enterprise pricing available on request."
},
"home_niche": "manufacturing-process-optimization",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "factana_industrial_ai_copilot",
"name": "Factana Industrial Ai Copilot",
"url": "https://factana.com/industrial-ai-services/ai-copilot",
"short_summary": "AI copilot platform for manufacturing operations providing insights, automation, and recommendations for production planning, asset maintenance, quality inspec…",
"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": "manufacturing-process-optimization",
"also_covers": true,
"upvotes": 0
}
],
"page_url": "https://agentery.com/market/asset-performance-management-agent",
"summary": {
"niche": "asset-performance-management-agent",
"sector": "manufacturing-industrial",
"pricing_by_provider_type": {
"headline": "No published benchmark for asset-performance-management-agent 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": "asset-performance-management-agent"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/asset-performance-management-agent",
"counts": {
"listings_with_price_capture": 10,
"listings_with_observed_public_price": 3,
"providers_with_numeric_monthly_price_latest_scan": 3,
"like_for_like_comparable_pairs": 2
},
"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": "fogwing_ai_copilot_industrial_",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$24 per month",
"monthly_usd": 24
},
{
"provider": "proptechos_agents",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "€800/mo",
"monthly_usd": 912
}
]
},
{
"billing": "usage",
"unit": "flat",
"count": 2,
"offers": [
{
"provider": "foundrynet_forge",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.01 / normalize call",
"monthly_usd": null
},
{
"provider": "foundrynet_forge",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.005 per normalize call",
"monthly_usd": null
}
]
},
{
"billing": "usage",
"unit": "per_user",
"count": 1,
"offers": [
{
"provider": "fogwing_ai_copilot_industrial_",
"tier": "individual",
"billing": "usage",
"unit": "per_user",
"price": "$15 per user / month",
"monthly_usd": null
}
]
},
{
"billing": "unspecified_period",
"unit": "flat",
"count": 5,
"offers": [
{
"provider": "fogwing_ai_copilot_industrial_",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact Us for Quote",
"monthly_usd": null
},
{
"provider": "fogwing_ai_copilot_industrial_",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact Us for Quote",
"monthly_usd": null
},
{
"provider": "fogwing_ai_copilot_industrial_",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact Us for Quote",
"monthly_usd": null
},
{
"provider": "fogwing_ai_copilot_industrial_",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "CONTACT US FOR QUOTE",
"monthly_usd": null
},
{
"provider": "fogwing_ai_copilot_industrial_",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact Us for Quote",
"monthly_usd": null
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 10,
"listings_with_observed_public_price": 3,
"normalized_observations": 2,
"comparable_providers": 2,
"strict_cohorts": 0,
"exclusion_reasons": {
"usage_not_monthly": 3,
"promo": 1,
"ambiguous_cadence": 5
}
},
"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": {
"usage_not_monthly": 3,
"promo": 1,
"ambiguous_cadence": 5
},
"billing_mix": {
"usage": 1,
"subscription": 2
},
"free_tier_share": 0,
"top_providers": [
{
"agent_id": "ifsai_copilot_for_fmeca",
"name": "Ifsai Copilot For Fmeca",
"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": "asset_performance_management_a",
"name": "Asset Performance Management Agent",
"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": "fogwing_ai_copilot_industrial_",
"name": "Fogwing Ai Copilot Industrial",
"price": {
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 15,
"monthly_usd": 15,
"headline": "From $15/mo",
"summary": "From $15/mo. Fogwing publicly lists CMMS pricing from $15 per user per month and IoT Platform pricing from $24 per month, while several other products require a quote."
},
"observed": true
},
{
"agent_id": "oxmaint",
"name": "Oxmaint Warehouse Maintenance Orchestration",
"price": {
"observed": false,
"billing": "unknown",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"observed": false
},
{
"agent_id": "symphonyai_ms_ai_agent",
"name": "MS AI Agent",
"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": "asset-performance-management-agent"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "asset-performance-management-agent",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "ifsai_copilot_for_fmeca"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "ifsai_copilot_for_fmeca"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
3 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
Fogwing Ai Copilot IndustrialProvides chat-based industrial guidance to operators and engineers for asset troubleshooting, maintenance advice, process optimization, and generates work orde…FforgeNatural language to machine action.
Cross-manufacturer industrial telemetry
normalization across 16 OEM families (Fanuc,
Siemens, Haas, DMG Mori, Mazak,…
mcp$54315.48from / mo—100% live
Proptechos AgentsAI agents for real estate operations that monitor buildings, detect issues, and trigger automated actions across energy, HVAC, indoor climate, and water system…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.