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",
    "currency": "USD",
    "lowest_monthly_usd": 1200,
    "monthly_usd": 1200,
    "headline": "Free tier, then from $1200/mo",
    "summary": "Free tier, then from $1200/mo. Octomil offers a free Developer tier, Team at $1,200 per month plus usage charges for extra active devices, and custom-priced Enterprise deployments.",
    "confidence": "high",
    "source_url": "https://octomil.com/pricing",
    "checked_at": "2026-07-28T05:44:19.861Z",
    "amount": 1200,
    "display": "From $1200/mo",
    "plans": [
      {
        "name": "Developer",
        "price": "Free",
        "period": null,
        "persona": "individual",
        "highlights": [
          "Up to 25 devices",
          "3 models",
          "1 sandbox environment",
          "7-day data retention",
          "Passkeys + OAuth auth",
          "Community support"
        ],
        "price_annual": null
      },
      {
        "name": "Team",
        "price": "$1,200 / month",
        "period": "month",
        "persona": "team_sme",
        "highlights": [
          "Up to 1,000 active devices",
          "20 models",
          "3 environments",
          "90-day data retention",
          "SSO authentication",
          "Experiments + rollout controls",
          "Email support"
        ],
        "price_annual": null
      },
      {
        "name": "Team extra active device",
        "price": "$0.10 per extra active device",
        "usage": true,
        "period": "usage",
        "persona": "team_sme",
        "highlights": [],
        "price_annual": null
      },
      {
        "name": "Enterprise",
        "price": "Custom",
        "period": null,
        "persona": "enterprise",
        "highlights": [
          "VPC deployment",
          "Enterprise access controls",
          "Unlimited devices",
          "Unlimited models",
          "SSO + SCIM + SAML",
          "Audit log export",
          "Security review support",
          "Dedicated support"
        ],
        "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": "2026-06-19",
  "how_to_connect": {
    "website": "https://octomil.com",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 338,
    "uptime_7d": 1,
    "checked_at": "2026-07-28T02:36:36.935Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}