Octomil

{
  "agent_id": "octomil",
  "name": "Octomil",
  "url": "https://octomil.com",
  "logo": "https://agentery.com/logos/CP-2R9KGT-256.png",
  "niche": "edge-ai-models",
  "category": "developer-tools-infra",
  "short_summary": "manages, optimizes, and deploys machine learning models to edge devices with automated hardware-aware configurations and routing",
  "task_performed": "manages, optimizes, and deploys machine learning models to edge devices with automated hardware-aware configurations and routing",
  "inputs_accepted": [
    "machine learning models",
    "API requests",
    "prompts"
  ],
  "outputs_produced": [
    "model responses",
    "routing decisions",
    "deployment configurations",
    "performance benchmarks"
  ],
  "integrations_available": [
    "CoreML",
    "LiteRT",
    "MLX",
    "ONNX",
    "SSO",
    "SCIM"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "developer tools"
  ],
  "autonomy_level": "infrastructure",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "freemium",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "Free tier; paid: Scoped (as published; no rate could be read)",
    "commercial": {
      "currency": "USD",
      "lines": [
        {
          "name": "Developer",
          "price": "Free",
          "kind": "free",
          "billed": "monthly"
        },
        {
          "name": "Pilot",
          "price": "Scoped",
          "kind": "unknown"
        },
        {
          "name": "Production",
          "price": "Custom",
          "kind": "custom"
        }
      ]
    },
    "summary": "Free tier; paid: Scoped (as published; no rate could be read). Octomil offers a free developer tier, a separately scoped fixed-price pilot, and custom monthly production agreements.",
    "confidence": "high",
    "source_url": "https://octomil.com/pricing",
    "checked_at": "2026-10-25T02:36:06.152Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "Developer",
        "price": "Free",
        "period": null,
        "persona": "individual",
        "highlights": [
          "Local testing and prototypes",
          "SDKs and documentation",
          "Community support"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Pilot",
        "price": "Scoped",
        "period": "one-time",
        "persona": "other",
        "highlights": [
          "One feature and a defined device mix",
          "Quality and latency evaluation",
          "Cost comparison using your cloud rates",
          "Rollout recommendation"
        ],
        "promo_note": "A fixed price agreed before work begins",
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Production",
        "price": "Custom",
        "period": "month",
        "persona": "enterprise",
        "highlights": [
          "Model updates and rollout controls",
          "Inference telemetry and retention scope",
          "Integration, security, and support requirements"
        ],
        "promo_note": "A monthly agreement based on your pilot",
        "price_promo": null,
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [
    "security materials",
    "deployment planning",
    "audit history",
    "VPC deployment options"
  ],
  "evidence_quality": "medium",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "enterprise security page only",
  "evidence_urls": [
    "https://octomil.com"
  ],
  "last_checked": "2026-10-25",
  "profile_checked": "2026-06-19",
  "price_checked": "2026-10-25",
  "how_to_connect": {
    "website": "https://octomil.com",
    "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://octomil.com/pricing",
      "last_observed_day": "2026-10-25",
      "age_days": 1,
      "verified_day": "2026-10-25",
      "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": 34,
    "group": "AI model platform tools",
    "change_90d_pct": 1.16,
    "fair_price_by_tier_monthly_usd": {
      "individual": 13.94,
      "pro": 25,
      "team / small business": 165,
      "enterprise": 499
    },
    "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/34"
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 232,
    "uptime_7d": 1,
    "checked_at": "2026-10-26T02:40:56.211Z",
    "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."
}