{
  "title": "AI Audit & AVG Compliance Benchmark Data",
  "source": "Opusmatic Research Compilation",
  "context": "Dutch Technical SME / Installation & Construction Sector",
  "lastUpdated": "2026-04-06",
  "shadowAI": {
    "metric": "50% of employees use unapproved AI tools at work",
    "source": "Software AG / SecurityWeek",
    "year": 2024,
    "url": "https://www.securityweek.com/the-shadow-ai-surge-study-finds-50-of-workers-use-unapproved-ai-tools/"
  },
  "dutchAdoption": [
    {
      "metric": "4.6% AI adoption in Dutch construction sector (bouwnijverheid)",
      "source": "CBS AI-Monitor",
      "year": 2025,
      "url": "https://www.cbs.nl/nl-nl/longread/rapportages/2026/gebruik-van-ai-technologie-door-nederlandse-microbedrijven?onepage=true"
    },
    {
      "metric": "29.8% AI adoption among Dutch SMEs (10-249 employees)",
      "source": "CBS AI-Monitor",
      "year": 2025,
      "url": "https://www.cbs.nl/nl-nl/longread/rapportages/2026/gebruik-van-ai-technologie-door-nederlandse-microbedrijven?onepage=true"
    }
  ],
  "enforcement": {
    "metric": "€15 million GDPR fine imposed on OpenAI by Italian DPA (Garante)",
    "source": "Garante / EDPB",
    "year": 2024,
    "url": "https://www.privacylaws.com/news/edpb-creates-a-task-force-on-ai-enforcement/"
  },
  "dataProcessingPolicies": [
    {
      "provider": "OpenAI",
      "tier": "Free (ChatGPT)",
      "trainsOnData": true,
      "optOutAvailable": true,
      "dpaAvailable": false,
      "dataLocation": "US"
    },
    {
      "provider": "OpenAI",
      "tier": "Enterprise / API",
      "trainsOnData": false,
      "optOutAvailable": null,
      "dpaAvailable": true,
      "dataLocation": "US, EU option available"
    },
    {
      "provider": "Google",
      "tier": "Vertex AI",
      "trainsOnData": false,
      "optOutAvailable": null,
      "dpaAvailable": true,
      "dataLocation": "EU region configurable",
      "source": "https://docs.cloud.google.com/vertex-ai/generative-ai/docs/vertex-ai-zero-data-retention"
    },
    {
      "provider": "Microsoft",
      "tier": "Copilot (M365 Tenant)",
      "trainsOnData": false,
      "optOutAvailable": null,
      "dpaAvailable": true,
      "dataLocation": "Per M365 tenant region"
    },
    {
      "provider": "DeepSeek",
      "tier": "All versions",
      "trainsOnData": "unclear",
      "optOutAvailable": false,
      "dpaAvailable": false,
      "dataLocation": "China"
    },
    {
      "provider": "Local (Ollama, vLLM)",
      "tier": "Self-hosted",
      "trainsOnData": false,
      "optOutAvailable": null,
      "dpaAvailable": null,
      "dataLocation": "On-premise"
    }
  ],
  "localAICosts2026": [
    {
      "component": "Server with professional GPU (RTX 4090 / A4000, 64GB RAM)",
      "estimatedCost": "€5,000 – €8,000",
      "type": "one-time"
    },
    {
      "component": "Compact workstation (RTX 4060, 32GB RAM)",
      "estimatedCost": "€2,500 – €3,500",
      "type": "one-time"
    },
    {
      "component": "Software (Ollama, vLLM)",
      "estimatedCost": "€0",
      "type": "recurring"
    },
    {
      "component": "Energy consumption (300-500W active use)",
      "estimatedCost": "€50 – €100/month",
      "type": "recurring"
    }
  ]
}