{
  "author": {
    "name": "Gary Saarenvirta",
    "webUrl": "/author/profile/gary-saarenvirta/",
    "description": "",
    "imageLarge": "https://secure.gravatar.com/avatar/f16d6fc2845f417ea0e93a3f2b6cd37d?s=136&d=mm&r=g",
    "estimate": 4,
    "social": [],
    "articles": [
      {
        "uri": "/2023/01/05/ai-will-play-a-key-role-for-insurers-in-2023/",
        "title": "AI will play a key role for insurers in 2023",
        "byline": "Gary Saarenvirta",
        "kicker": "Commentary",
        "prettyDate": "January 05, 2023",
        "timeToRead": "4 minute",
        "image": {
          "uri": "https://images.propertycasualty360.com/contrib/content/uploads/sites/414/2023/01/Office_Shapecharge_iStock.jpg",
          "width": "620",
          "height": "373"
        },
        "authors": [
          {
            "webUrl": "/author/profile/gary-saarenvirta/",
            "name": "Gary Saarenvirta"
          }
        ],
        "kickerNode": [
          {
            "uri": "/commentary/",
            "sectionName": "Commentary"
          }
        ],
        "summary": "Artificial intelligence will help insurers effectively manage costs, improve customer service and identify insurance fraud.",
        "body": null
      },
      {
        "uri": "/2022/05/10/how-ai-uncovers-fraud-in-high-volume-low-value-claims/",
        "title": "How AI uncovers fraud in high volume, low value claims",
        "byline": "Gary Saarenvirta",
        "kicker": "Expert Opinion",
        "prettyDate": "May 10, 2022",
        "timeToRead": "5 minute",
        "image": {
          "uri": "https://images.propertycasualty360.com/contrib/content/uploads/sites/414/2022/05/Artificial-Intelligence-Article-202205091557.jpg",
          "width": "620",
          "height": "372"
        },
        "authors": [
          {
            "webUrl": "/author/profile/gary-saarenvirta/",
            "name": "Gary Saarenvirta"
          }
        ],
        "kickerNode": [
          {
            "uri": "/expert-opinion/",
            "sectionName": "Expert Opinion"
          }
        ],
        "summary": "Though inexpensive and not cost effective to investigate, the fraud losses on these claims quickly add up.",
        "body": null
      },
      {
        "uri": "/2022/03/23/eliminating-data-bias-with-fuzzy-logic/",
        "title": "Eliminating data bias with fuzzy logic",
        "byline": "Gary Saarenvirta",
        "kicker": "Analysis",
        "prettyDate": "March 23, 2022",
        "timeToRead": "6 minute",
        "image": {
          "uri": "https://images.propertycasualty360.com/contrib/content/uploads/sites/414/2022/03/AI_Feature_AI.jpg",
          "width": "616",
          "height": "372"
        },
        "authors": [
          {
            "webUrl": "/author/profile/gary-saarenvirta/",
            "name": "Gary Saarenvirta"
          }
        ],
        "kickerNode": [
          {
            "uri": "/analysis/",
            "sectionName": "Analysis"
          }
        ],
        "summary": "AI offers insurers many benefits, but one downside could be unintended bias in how claims are assessed based on historical outcomes.",
        "body": null
      },
      {
        "uri": "/2021/11/02/the-logic-may-be-fuzzy-but-the-results-help-find-fraudsters/",
        "title": "The logic may be 'fuzzy,' but the results help find fraudsters",
        "byline": "Gary Saarenvirta",
        "kicker": "Market Insights",
        "prettyDate": "November 02, 2021",
        "timeToRead": "5 minute",
        "image": {
          "uri": "https://images.propertycasualty360.com/contrib/content/uploads/sites/414/2021/11/Insurance-fraud-Africa-Studio-1.jpg",
          "width": "616",
          "height": "372"
        },
        "authors": [
          {
            "webUrl": "/author/profile/gary-saarenvirta/",
            "name": "Gary Saarenvirta"
          }
        ],
        "kickerNode": [
          {
            "uri": "/market-insights/",
            "sectionName": "Market Insights"
          }
        ],
        "summary": "Identifying the outliers in a claim can help insurers identify fraud earlier in the process.",
        "body": null
      }
    ]
  }
}