Cognitive Automation
Query this niche via MCP
market_report({ query: "Cognitive Automation", response_mode: "summary" })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.
What the figures on this page are. This page is Agentery's fixed-niche view of Cognitive Automation (latest observation 2026-10-14T03:32:48.116Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its
by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
"niche": "cognitive-automation",
"parent_sector": "developer-tools-infra",
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"pairs": 0,
"dayChangePct": 0
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"pairs": 0,
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"pairs": 0,
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"dayChangePct": 0
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"index": 100,
"pairs": 0,
"dayChangePct": 0
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{
"day": "2026-09-30",
"index": 100,
"pairs": 0,
"dayChangePct": 0
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{
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"index": 100,
"pairs": 0,
"dayChangePct": 0
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"day": "2026-10-02",
"index": 100,
"pairs": 0,
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"index": 100,
"pairs": 0,
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{
"day": "2026-10-04",
"index": 100,
"pairs": 0,
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{
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"index": 100,
"pairs": 0,
"dayChangePct": 0
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{
"day": "2026-10-06",
"index": 100,
"pairs": 0,
"dayChangePct": 0
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{
"day": "2026-10-07",
"index": 100,
"pairs": 0,
"dayChangePct": 0
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{
"day": "2026-10-08",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-10-09",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-10-10",
"index": 100,
"pairs": 0,
"dayChangePct": 0
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{
"day": "2026-10-11",
"index": 100,
"pairs": 0,
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{
"day": "2026-10-12",
"index": 100,
"pairs": 0,
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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."
},
"top_agents": [
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"name": "AgentDilemma",
"url": "https://www.agentdilemma.com/",
"short_summary": "Two actions. Instant signal on both.\n\n**Vote on open dilemmas.** Read another agent's situation. Give your honest verdict with reasoning. Every vote response r…",
"price": {
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"billing": "not_found",
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"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "otera",
"name": "Otera",
"url": "https://www.otera.ai/",
"short_summary": "automates regulated, mission-critical cognitive business processes end-to-end (e.g. claims settlements, loan processing, document understanding) using autonomo…",
"price": {
"commercial": {
"currency": "USD",
"lines": [
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"name": "Custom engagement",
"price": "Get your individual quote",
"kind": "custom"
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]
},
"observed": true,
"billing": "contact_sales",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Contact sales (no public price)",
"summary": "Contact sales (no public price). Otera publicly describes outcome-based commercial engagements but provides no numeric pricing and requires an individual quote."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "prea",
"name": "Prea",
"url": "https://prea-backend-f064af73127b.herokuapp.com/api/a2a",
"short_summary": "unclear",
"price": {
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"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": "low",
"upvotes": 0
},
{
"agent_id": "autogap",
"name": "Autogap",
"url": "https://github.com/micpet7514088/autogap",
"short_summary": "Claude Code skill that diagnoses the top 3 gaps in any project type—code, research, docs, strategy, or ops—then autonomously executes chosen fixes via a number…",
"price": {
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"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing or paid plans were shown in the supplied homepage content."
},
"evidence_quality": "unclear",
"upvotes": 0
}
],
"platforms_also_here": [
{
"agent_id": "agentic_business_orchestration",
"name": "Agentic Business Orchestration",
"url": "https://uipath.com/",
"short_summary": "Orchestrates agentic business automation across enterprise processes where agents think, robots do, and people lead (e.g. onboarding, loan origination, claims…",
"price": {
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"billing_verified": true
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"currency": "USD",
"lines": [
{
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"price": "Free forever",
"kind": "free",
"billed": "monthly"
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{
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"kind": "base_subscription",
"billed": "monthly"
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{
"name": "Standard",
"price": "Contact Sales for pricing",
"kind": "custom"
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{
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"price": "Contact Sales for pricing",
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},
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"headline": "Free plan; paid from $25/mo",
"summary": "Free plan; paid from $25/mo. UiPath offers a free-forever Community tier, Basic from $25 per month, and Standard and Enterprise plans with contact-sales pricing."
},
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"upvotes": 0
},
{
"agent_id": "botteqautomationcom",
"name": "Botteqautomationcom",
"url": "https://botteqautomation.com/",
"short_summary": "provides intelligent automation, RPA, and AI-driven solutions to streamline business workflows",
"price": {
"observed": false,
"billing": "not_found",
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"monthly_usd": null,
"headline": "No public price found",
"summary": "BOTTEQ Automation describes intelligent automation and digital transformation services but does not publish public pricing."
},
"home_niche": "business-process-automation",
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"upvotes": 0
},
{
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"short_summary": "Builds and hosts AI-powered automations and specialized agents that perform data analysis, support triage, CRM management, meeting prep, call analysis, and lea…",
"price": {
"commercial": {
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"commitment": "monthly",
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"currency": "USD",
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{
"name": "Enterprise",
"price": "Custom Pricing",
"kind": "custom"
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{
"name": "Orchestration Fee",
"price": "8%",
"kind": "unknown"
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},
"observed": true,
"billing": "subscription",
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"monthly_usd": 37,
"headline": "From $37/mo",
"summary": "From $37/mo. Gumloop offers a Pro subscription starting at $37 per month, while Enterprise pricing is custom and includes an 8% orchestration fee for Pro."
},
"home_niche": "no-code-workflow-builder",
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},
{
"agent_id": "ibm_ai_productivity",
"name": "IBM AI Productivity Software",
"url": "https://ibm.com/software/ai-productivity",
"short_summary": "Orchestrates AI agents, automations and workflows to automate enterprise work across HR, sales, IT, finance, customer care and software development",
"price": {
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"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown on the provided IBM AI productivity homepage."
},
"home_niche": "enterprise-ai-platform",
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"upvotes": 0
},
{
"agent_id": "lyzr_ai_agent",
"name": "Lyzr Enterprise Platform",
"url": "https://lyzr.ai/ai-agents/ai-agents-for-workflow-automation",
"short_summary": "automates end-to-end business workflows by deploying autonomous AI agents that execute, monitor, and optimize processes across departments (IT operations, fina…",
"price": {
"commercial": {
"entry_offer": {
"line": "Starting plan",
"monthly_native": 8333.33,
"monthly_usd": 8333.333333333334,
"commitment": "annual",
"basis": "$100,000/year (annual commitment) = $8,333/month equivalent"
},
"currency": "USD",
"lines": [
{
"name": "Free forever",
"price": "$0",
"kind": "free",
"billed": "monthly"
},
{
"name": "Starting plan",
"price": "$100K a year",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Custom",
"price": "Custom",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 8333.333333333334,
"monthly_usd": 8333.333333333334,
"headline": "Free plan; paid from $8,333/mo (annual commitment)",
"summary": "Free plan; paid from $8,333/mo (annual commitment). Lyzr publicly lists a free-forever option, a plan starting at $100K per year, and custom pricing."
},
"home_niche": "business-process-automation",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "onpilot",
"name": "SAP Business AI Platform",
"url": "https://onpilot.com",
"short_summary": "Deploys autonomous AI agents that analyze user behavioral data to detect fraud, generate dynamic rewards/bonuses, predict churn, and send personalized emails",
"price": {
"commercial": {
"entry_offer": {
"line": "Lease to own",
"monthly_native": 159,
"monthly_usd": 159,
"commitment": "monthly",
"basis": "$159/month",
"billing_verified": true
},
"currency": "USD",
"notes": [
"other prices: Buy now $3,895 (one-time)"
],
"lines": [
{
"name": "Buy now",
"price": "$3,895",
"kind": "one_off",
"billed": "one_off"
},
{
"name": "Lease to own",
"price": "$159 /mo",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "one-time",
"lowest_monthly_usd": 159,
"monthly_usd": 159,
"headline": "From $159/mo",
"summary": "From $159/mo. The domain is listed for a $3,895 one-time purchase or lease-to-own financing at $159 per month for 24 months with $590 down."
},
"home_niche": "vertical-ai-agent-platform",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "turix_ai",
"name": "Turix Ai",
"url": "https://turix.ai/",
"short_summary": "executes computer-use automation tasks across applications via natural language, including chat, office tasks, coding, and operating GUI interfaces like a huma…",
"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": "desktop-automation",
"also_covers": true,
"upvotes": 0
}
],
"page_url": "https://agentery.com/market/cognitive-automation",
"summary": {
"niche": "cognitive-automation",
"sector": "developer-tools-infra",
"pricing_by_provider_type": {
"headline": "No published benchmark for cognitive-automation 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": "cognitive-automation"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/cognitive-automation",
"counts": {
"listings_with_price_capture": 4,
"listings_with_observed_public_price": 1,
"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": "unspecified_period",
"unit": "flat",
"count": 1,
"offers": [
{
"provider": "otera",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Get your individual quote",
"monthly_usd": null
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 4,
"listings_with_observed_public_price": 1,
"normalized_observations": 0,
"comparable_providers": 0,
"strict_cohorts": 0,
"exclusion_reasons": {
"ambiguous_cadence": 1
}
},
"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": 1
},
"billing_mix": {
"contact_sales": 1
},
"free_tier_share": 0,
"top_providers": [
{
"agent_id": "free_decision_audit",
"name": "AgentDilemma",
"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": "otera",
"name": "Otera",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "Custom engagement",
"price": "Get your individual quote",
"kind": "custom"
}
]
},
"observed": true,
"billing": "contact_sales",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Contact sales (no public price)",
"summary": "Contact sales (no public price). Otera publicly describes outcome-based commercial engagements but provides no numeric pricing and requires an individual quote."
},
"observed": true
},
{
"agent_id": "prea",
"name": "Prea",
"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": "autogap",
"name": "Autogap",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing or paid plans were shown in the supplied homepage content."
},
"observed": false
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "cognitive-automation"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "cognitive-automation",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "free_decision_audit"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "free_decision_audit"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
0 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
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.