Article ID: f57644b7d927441b2307f2fade76c0d550bc611cb4992249e2cd243075191a62
Source ID: secondary:businessinsurance.com
Published At: -
Extraction Method: bs4_heuristic
URL: https://www.businessinsurance.com/mcg-health-urges-transparency-in-ai-adoption/
Body Text
MCG Health urges transparency in AI adoption - Business Insurance Skip to content Register for free Search Search Log In Risk Management Cyber Risks Pricing Trends Mergers & Acquisitions Technology Sponsored Content WSIA RISKWORLD Workers Comp & Safety Workers Comp Cost Control Pain Management Workplace Safety International EMEA Asia-Pacific Latin America People Events BI Intelligence Top 100 Agents & Brokers Best Places to Work 2025 Lists Directories Insurance Pricing BI Stock Index Magazine Current Issue Past Issues Subscribe Women to Watch ALL INsurance Resources Risk Perspectives Sponsored Content Webinars White Papers Risk Management Cyber Risks Pricing Trends Mergers & Acquisitions Technology Sponsored Content WSIA RISKWORLD Workers Comp & Safety Workers Comp Cost Control Pain Management Workplace Safety International EMEA Asia-Pacific Latin America People Events BI Intelligence Top 100 Agents & Brokers Best Places to Work 2025 Lists Directories Insurance Pricing BI Stock Index Magazine Current Issue Past Issues Subscribe Women to Watch ALL INsurance Resources Risk Perspectives Sponsored Content Webinars White Papers Risk Management Cyber Risks Pricing Trends Mergers & Acquisitions Technology Sponsored Content WSIA RISKWORLD Workers Comp & Safety Workers Comp Cost Control Pain Management Workplace Safety International EMEA Asia-Pacific Latin America People Events BI Intelligence Top 100 Agents & Brokers Best Places to Work 2025 Lists Directories Insurance Pricing BI Stock Index Magazine Current Issue Past Issues Subscribe Women to Watch ALL INsurance Resources Risk Perspectives Sponsored Content Webinars White Papers Risk Management Cyber Risks Pricing Trends Mergers & Acquisitions Technology Sponsored Content WSIA RISKWORLD Workers Comp & Safety Workers Comp Cost Control Pain Management Workplace Safety International EMEA Asia-Pacific Latin America People Events BI Intelligence Top 100 Agents & Brokers Best Places to Work 2025 Lists Directories Insurance Pricing BI Stock Index Magazine Current Issue Past Issues Subscribe Women to Watch ALL INsurance Resources Risk Perspectives Sponsored Content Webinars White Papers MCG Health urges transparency in AI adoption by Louise Esola Cyber Risks , Emerging Risks , Technology , Workers Comp Coverage May 14, 2026 As artificial intelligence expands across health care, MCG Health is urging payers and providers to focus on what it calls “Trusted AI,” not just faster automation, according to a white paper issued by the company on Wednesday. That message has direct relevance for workers compensation, where Official Disability Guidelines — developed by MCG — are widely used to support treatment decisions, utilization review and return-to-work planning. In “Navigating the Future of Healthcare with Trusted AI,” MCG Chief Medical Officer Anthony F. Oliva says large language models can improve efficiency in utilization management and prior authorization — but only if they are built around transparency, clinical oversight and patient safety. Mr. Oliva says health care faces a constant balancing act: patients are harmed both when they do not receive needed care and when they receive unnecessary care. MCG outlines six pillars of “Trusted AI”: transparency, fairness, security, accountability, reliability and ethical alignment. A key concern is clinical reasoning — how AI determines whether care is medically appropriate. The paper notes that a general-purpose AI model may be correct only about 60% of the time and often produces too many approvals because it lacks clinical context. MCG says better results come when AI is paired with evidence-based guidelines and detailed clinical metadata created by physicians and nurses. The company also warns against multiple vendors applying different AI reasoning models to the same guidelines, creating inconsistent outcomes. Instead, MCG supports a centralized, clinically governed reasoning model tied directly to its evidence base. Related News Indiana court wipes out $10M pollution cleanup verdict against excess insurer May 14, 2026 NFP promotes Kenny Slattery to head of carrier management, broking May 14, 2026 Most D&O insurance rates flat or lower: Report May 14, 2026 Cybersecurity firm, Acrisure team up on E&O insurance program May 14, 2026 Slow organic growth, soft market hit public brokers: Consultant May 14, 2026 Flight attendant accidentally lands film role May 14, 2026 Best downgrades captive insurer NASWIC May 14, 2026 Lawmakers pass firefighter presumption, electronic service bills May 14, 2026 Munich Re sets aside $106M for Middle East losses May 14, 2026 Facebook-f X-twitter Linkedin-in Business Insurance is a singular, authoritative news and information source for executives focused upon risk management, risk transfer and risk financing. Never miss important news: Become a Business Insurance Online subscriber today Subscribe Now Information About Us Contact Advertise Privacy Policy Terms & Conditions Copyright 2026. BUSINESS INSURANCE HOLDINGS Member, Beacon International Group, Ltd.
Metadata (JSON)
{
"score": 12.283333333333333
}