{
  "slug": "vanguard-ml",
  "name": "Vanguard Machine Learning",
  "tagline": "Predictive analytics models for supply chain forecasting.",
  "industry": "AI & Analytics",
  "categorySlug": "tech",
  "location": "Toronto, CA",
  "founded": 2019,
  "size": "Mid-Market",
  "verified": false,
  "rating": 4.5,
  "reviews": 64,
  "initials": "VM",
  "accent": "olive",
  "mission": "To give operators forecasts they trust enough to act on without a second opinion.",
  "about": [
    "Vanguard trains demand and lead-time models on your own transactional history, then deploys them behind an API your planners and ERP can both call."
  ],
  "tags": [
    "AI/ML",
    "LOGISTICS"
  ],
  "certifications": [
    "ISO 27001"
  ],
  "metrics": [
    {
      "icon": "line-chart",
      "value": "-31%",
      "label": "Forecast Error"
    },
    {
      "icon": "activity",
      "value": "48h",
      "label": "Model Refresh"
    },
    {
      "icon": "globe",
      "value": "11",
      "label": "Markets Modelled"
    },
    {
      "icon": "handshake",
      "value": "72",
      "label": "Deployments"
    }
  ],
  "services": [
    {
      "name": "Demand Forecasting",
      "description": "SKU-level probabilistic forecasts with confidence bands.",
      "icon": "line-chart",
      "featured": true
    },
    {
      "name": "Lead-Time Modelling",
      "description": "Supplier-level delivery risk scoring updated daily.",
      "icon": "timer"
    },
    {
      "name": "Scenario Planning",
      "description": "What-if simulation for tariff, capacity and disruption events.",
      "icon": "git-branch"
    }
  ],
  "successStories": [
    {
      "sector": "Industrial",
      "headline": "18% less safety stock",
      "client": "Components Distributor",
      "description": "Replaced static reorder points with probabilistic forecasts, freeing working capital without service-level loss."
    }
  ],
  "contact": {
    "email": "contact@vanguardml.ca",
    "phone": "+1 (416) 555-0198",
    "website": "www.vanguardml.ca",
    "address": "250 University Ave, Toronto, ON M5H 3E5, Canada"
  }
}