Agentery pricing intelligence · Provider profile · Ambix
Provider profile · independently tracked by Agentery
Ambix logo

Ambix

↗ ambix.ai official website

maintains shared product context and team alignment by storing strategy, priorities, decisions and learnings as structured data accessible through AI tools

infrastructurePricing checked daily
Agentery value verdictPremium-pricedfrom $99/mo
Observed entry price$99/molowest observed monthly
Billing modelfreemium
Pricing observed17 Jul 2026latest priced read of the page
Website liveness26 Oct 2026alive · separate from pricing

What it does

The specific capability behind this listing, and where to get it.

Ambix

maintains shared product context and team alignment by storing strategy, priorities, decisions and learnings as structured data accessible through AI tools

strategy documents, customer interviews, architecture decisions, usability tests, findings from AI tool sessions → structured product context, strategy summaries, initiative tracking, findings reports, team alignment overviews
MCPClaudeCursorMCPautonomy: workflow automation

Pricing & plans

Observed public pricing for Ambix, benchmarked against comparable providers. Plans, tiers, history and scenario below.

Pricing · observed daily
Ambix workspace · market position

$99 /mo

261.7% above the Pro flat median. Basis: Pro flat plans in Enterprise Knowledge Platform, same buyer tier and billing unit, 8 providers, USD monthly, observed 2026-07-17. Separately, across all Pro-tier plans in the niche regardless of billing unit (17 providers): cheaper than 2 of them.
this agent · $99
$14.37median $27.37$71.75
pricing observed 2026-07-17 · page rechecked daily · source evidence retained
What should this agent charge?

This plan is priced above the comparable median.

pricing recommendation
$99
$14.37–$71.75
$27.37

$99 sits above the observed Pro flat range ($14.37–$71.75) — around the 99th percentile of observed prices. It's a premium position — it needs differentiation to hold.

Pricing checks returned

Why Agentery reaches that view

price_benchmark

261.7% above the Pro flat median.

get_provider_profile · plan history

Ambix workspace observed 2026-07-17.

pricing recommendation

~99th percentile of comparable Pro flat plans (approximate: interpolated between the cohort’s observed quartiles, 8 providers).

confidence

medium; source page rechecked daily.

Interactive provider scenario

Test a different price for this plan.

Move the proposed monthly price. Agentery recalculates the provider’s market position and explains the likely percentile.

$99 / month
$14.37 lowestmedian $27.37$139 highest
Premium position. At $99/month, this plan is 261.7% above the Pro flat median (8 providers).
84th
+261.7%
$14.37–$71.75

Is Ambix good value?

How its price compares with genuinely comparable providers.

Premium-priced

Premium-priced for its buyer tier.

Basis: Pro flat plans at the same billing unit (8 providers), USD monthly, pricing observed 2026-07-17. The Ambix workspace plan ($99/mo) sits 261.7% above that median of $27.37. Other cohorts on this page (niche-wide tier peers, nearest products by capability) are labelled where they appear.

Observed commercial price$99/mo
NicheEnterprise Knowledge Platform
Price benchmarkapplicable
How it compares

Compared with Enterprise Knowledge Platform

Positioned against the observed p25 / median / p75 of comparable providers at the same buyer tier and billing unit (the basis is stated with each verdict above). See the plans above for the percentile and its cohort size, and the full niche market for peers.

View the full niche →

Ambix's local market

Nearest products by what they do — a different cohort from the buyer-tier benchmark above.

See the full market →
See the MCP response behind this page · get_provider_profile()
See the MCP response behind this pageget_provider_profile (get_agent_profile remains a callable alias)
{
  "agent_id": "ambix",
  "name": "Ambix",
  "url": "https://ambix.ai",
  "logo": "https://agentery.com/logos/CP-G4QQF8.svg",
  "niche": "enterprise-knowledge-platform",
  "category": "research-knowledge-work",
  "short_summary": "maintains shared product context and team alignment by storing strategy, priorities, decisions and learnings as structured data accessible through AI tools",
  "task_performed": "maintains shared product context and team alignment by storing strategy, priorities, decisions and learnings as structured data accessible through AI tools",
  "inputs_accepted": [
    "strategy documents",
    "customer interviews",
    "architecture decisions",
    "usability tests",
    "findings from AI tool sessions"
  ],
  "outputs_produced": [
    "structured product context",
    "strategy summaries",
    "initiative tracking",
    "findings reports",
    "team alignment overviews"
  ],
  "integrations_available": [
    "MCP",
    "Claude",
    "Cursor"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "product development"
  ],
  "autonomy_level": "workflow automation",
  "human_approval_needed": "always required",
  "pricing_model": "freemium",
  "price": {
    "observed": true,
    "billing": "subscription",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": 99,
    "monthly_usd": 99,
    "headline": "From $99/mo",
    "commercial": {
      "entry_offer": {
        "line": "Workspace",
        "monthly_native": 99,
        "monthly_usd": 99,
        "commitment": "monthly",
        "basis": "$99/month",
        "billing_verified": true
      },
      "currency": "USD",
      "lines": [
        {
          "name": "Workspace",
          "price": "$99 per workspace / month",
          "kind": "base_subscription",
          "billed": "monthly"
        }
      ]
    },
    "summary": "From $99/mo. Ambix charges $99 per workspace per month after a 30-day free trial, with unlimited seats and no annual pricing publicly shown.",
    "confidence": "high",
    "source_url": "https://ambix.ai/pricing",
    "checked_at": "2026-10-26T01:34:06.752Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "Workspace",
        "price": "$99 per workspace / month",
        "period": "month",
        "persona": "pro",
        "highlights": [
          "Free for 30 days",
          "Unlimited seats",
          "MCP server and web app",
          "EU-hosted with full history"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [
    "Built in Sweden",
    "Data in the EU",
    "OAuth authentication",
    "Full history tracking",
    "EU hosting"
  ],
  "evidence_quality": "high",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://ambix.ai"
  ],
  "last_checked": "2026-10-26",
  "profile_checked": "2026-06-19",
  "price_checked": "2026-10-26",
  "how_to_connect": {
    "website": "https://ambix.ai",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": null,
    "repository": null,
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "unknown",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": null,
    "note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
    "evidence": null
  },
  "licence": {
    "name": null,
    "note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
    "evidence": null
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://ambix.ai/pricing",
      "last_observed_day": "2026-10-26",
      "age_days": 1,
      "verified_day": "2026-10-26",
      "note": "verified = the page-text gate ran for that scan day (day-before/day-of text check)"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": {
    "group_id": 114,
    "group": "AI context management",
    "change_90d_pct": 0,
    "fair_price_by_tier_monthly_usd": {
      "individual": 19.99,
      "pro": 29,
      "team / small business": 99,
      "enterprise": null
    },
    "broad_market": true,
    "note": "Change of the group's price index over the last 90 days. Call get_group_fair_price with group_id for tier and payment-model detail.",
    "page": "https://agentery.com/aepi/groups/114"
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 126,
    "uptime_7d": 1,
    "checked_at": "2026-10-26T02:31:29.816Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}