{
  "slug": "cisco-modeling-labs-cmlvirl",
  "name": "Cisco Modeling Labs (CML / VIRL)",
  "description": "Cisco Modeling Labs (CML), formerly known as VIRL, is a commercial network simulation platform designed for network engineers and students. It provides a sandboxed environment to design, test, and troubleshoot network topologies using authentic Cisco operating system images.",
  "url": "https://optimly.ai/brand/cisco-modeling-labs-cmlvirl",
  "websiteUrl": null,
  "logoUrl": "https://logo.clearbit.com/learningnetworkstore.cisco.com",
  "baiScore": 72,
  "bai_tier_status": "active",
  "bai_score_status": "active",
  "archetype": "Challenger",
  "archetype_status": "active",
  "category": "Software",
  "categorySlug": null,
  "keyFacts": [],
  "aiReadiness": [],
  "competitors": [],
  "competitorsProse": null,
  "inboundCompetitors": [],
  "aiAlternatives": [],
  "parentBrand": null,
  "subBrands": [],
  "updatedAt": "2026-06-10T16:33:30.165Z",
  "verifiedVitals": {
    "website": "https://learningnetworkstore.cisco.com/cisco-modeling-labs",
    "founded": "2014",
    "headquarters": "San Jose, California",
    "pricing_model": "Subscription (Annual)",
    "core_products": "CML Personal, CML Personal Plus, CML Enterprise, CML Education",
    "key_differentiator": "The only platform that provides legal, direct access to authentic Cisco IOS, NX-OS, and IOS-XR virtual images for simulation.",
    "target_markets": "Network Engineers, IT Students, Enterprise Network Operations, Certification Candidates",
    "employee_count": "Not publicly available",
    "funding_stage": "Not publicly available",
    "subcategory": "Network Simulation & Virtualization"
  },
  "intentTags": null,
  "timestamp": 1783897244862
}