Études de cas

Property & Casualty Insurer Artificial Intelligence (AI) Risk, Governance & Controls

J.S. Held consolide son expertise en matière de litiges financiers dans le domaine du droit de la famille grâce à l'acquisition de CMM, LLP

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Accueil·Property & Casualty Insurer Artificial Intelligence (AI) Risk, Governance & Controls

Contexte

A property and casualty insurer rapidly scaled the use of artificial intelligence (AI) across underwriting, claims, and fraud detection without a centralized governance framework, faced increasing regulatory and enterprise risk including:

  • Limited visibility into the full AI model landscape
  • Inconsistent validation, monitoring, and documentation practices
  • Exposure to bias, explainability gaps, and model drift
  • Misalignment with NAIC guidance and emerging regulatory expectations

Nos conseils

J.S. Held technical experts were retained to design and implement an enterprise AI risk and controls program, including a full model inventory, risk-tiering methodology, board-level governance, and an AI-aligned model risk management framework. 

 

Significance
The program was designed to improve transparency into AI usage and to support enhanced regulatory readiness, which enabled the insurer to scale AI responsibly within a disciplined control environment. The AI-aligned model risk management framework resulted in:

  • Visibility into AI models
  • High-risk models removed or placed under enhanced controls
  • Successful internal audit outcomes
  • Improved regulatory readiness
  • Enabled safer, scalable AI adoption

Personne de contact :

JP Brennan
Directeur général principal
Enquêtes internationales
+1 917 730 9062
[e-mail protégé]

Domaines d'activité associés

> Artificial Intelligence (AI) & Large Language Model (LLM) Governance & Security Testing
Tandis que l'intelligence artificielle (IA) et les grands modèles d'apprentissage (LLM) se répandent dans les entreprises internationales, nous aidons les entreprises à faire face aux risques de gouvernance et de sécurité qui les accompagnent. Nous classons les risques évolutifs, élaborons des plans pour y remédier, identifions les opportunités émergentes en matière d'IA, mettons en œuvre des protocoles et des programmes de gouvernance solides, et proposons des évaluations, des formations et un soutien continus.

 

> Artificial Intelligence (AI)
As organizations scale their use of AI, they face critical questions around valuing AI assets, resolving disputes, managing risk, and building effective governance frameworks. We help clients navigate these questions with confidence, offering technical and business expertise across intellectual property (IP) valuation, litigation support, and responsible AI deployment.

Nos experts